| Issue | Title | |
| Vol 2 (2014) | 2-Slave Dual Decomposition for Generalized Higher Order CRFs | Abstract PDF (presented at NAACL 2015) |
| Xian Qian, Yang Liu | ||
| Vol 4 (2016) | A Bayesian Model of Diachronic Meaning Change | Abstract PDF (presented at ACL 2016) |
| Lea Frermann, Mirella Lapata | ||
| Vol 3 (2015) | A Bayesian Model of Grounded Color Semantics | Abstract PDF (presented at NAACL 2015) |
| Brian McMahan, Matthew Stone | ||
| Vol 2 (2014) | A Crossing-Sensitive Third-Order Factorization for Dependency Parsing | Abstract PDF (Presented at ACL 2014) |
| Emily Pitler | ||
| Vol 7 (2019) | A Generative Model for Punctuation in Dependency Trees | Abstract Article at MIT Press |
| Xiang Li, Dingquan Wang, Jason Eisner | ||
| Vol 5 (2017) | A Generative Model of Phonotactics | Abstract PDF (presented at ACL 2017) |
| Richard Futrell, Adam Albright, Peter Graff, Timothy J. O'Donnell | ||
| Vol 3 (2015) | A Graph-based Lattice Dependency Parser for Joint Morphological Segmentation and Syntactic Analysis | Abstract PDF (presented at EMNLP 2015) |
| Wolfgang Seeker, Özlem Çetinoğlu | ||
| Vol 8 (2020) | A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing | Abstract Article at MIT Press |
| Hang Yan, Xipeng Qiu, Xuanjing Huang | ||
| Vol 3 (2015) | A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution | Abstract PDF (presented at NAACL 2016) |
| Bishan Yang, Claire Cardie, Peter Frazier | ||
| Vol 4 (2016) | A Joint Model for Answer Sentence Ranking and Answer Extraction | Abstract PDF (presented at NAACL 2016) |
| Md Arafat Sultan, Vittorio Castelli, Radu Florian | ||
| Vol 2 (2014) | A Joint Model for Entity Analysis: Coreference, Typing, and Linking | Abstract PDF (presented at NAACL 2015) |
| Greg Durrett, Dan Klein | ||
| Vol 8 (2020) | A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation | Abstract Article at MIT Press |
| Jian Guan, Fei Huang, Minlie Huang, Zhihao Zhao, Xiaoyan Zhu | ||
| Vol 2 (2014) | A Large Scale Evaluation of Distributional Semantic Models: Parameters, Interactions and Model Selection | Abstract PDF (presented at NAACL 2015) |
| Gabriella Lapesa, Stefan Evert | ||
| Vol 4 (2016) | A Latent Variable Model Approach to PMI-based Word Embeddings | Abstract PDF (presented at ACL 2016) |
| Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski | ||
| Vol 2 (2014) | A New Corpus and Imitation Learning Framework for Context-Dependent Semantic Parsing | Abstract PDF (presented at ACL 2015) |
| Andreas Vlachos, Stephen Clark | ||
| Vol 2 (2014) | A New Parsing Algorithm for Combinatory Categorial Grammar | Abstract PDF |
| Marco Kuhlmann, Giorgio Satta | ||
| Vol 1 (2013) | A Novel Feature-based Bayesian Model for Query Focused Multi-document Summarization | Abstract PDF (Presented at ACL 2013) |
| Jiwei Li, Sujian Li | ||
| Vol 5 (2017) | A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit | Abstract PDF (presented at ACL 2017) |
| Yin-Wen Chang, Michael Collins | ||
| Vol 3 (2015) | A Sense-Topic Model for Word Sense Induction with Unsupervised Data Enrichment | Abstract PDF (presented at NAACL 2015) |
| Jing Wang, Mohit Bansal, Kevin Gimpel, Brian D. Ziebart, Clement T. Yu | ||
| Vol 2 (2014) | A Tabular Method for Dynamic Oracles in Transition-Based Parsing | Abstract PDF (Presented at ACL 2014) |
| Yoav Goldberg, Francesco Sartorio, Giorgio Satta | ||
| Vol 4 (2016) | ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs | Abstract PDF (presented at ACL 2016) erratum original pdf |
| Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou | ||
| Vol 8 (2020) | Acoustic-Prosodic and Lexical Cues to Deception and Trust: Deciphering How People Detect Lies | Abstract Article at MIT Press |
| Xi (Leslie) Chen, Sarah Ita Levitan, Michelle Levine, Marko Mandic, Julia Hirschberg | ||
| Vol 4 (2016) | Adapting to All Domains at Once: Rewarding Domain Invariance in SMT | Abstract PDF (presented at ACL 2016) |
| Hoang Cuong, Khalil Sima'an, Ivan Titov | ||
| Vol 6 (2018) | Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification | Abstract Article at MIT Press (presented at EMNLP 2018) |
| Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger | ||
| Vol 8 (2020) | AMR-To-Text Generation with Graph Transformer | Abstract Article at MIT Press |
| Tianming Wang, Xiaojun Wan, Hanqi Jin | ||
| Vol 4 (2016) | An Empirical Analysis of Formality in Online Communication | Abstract PDF (presented at ACL 2016) erratum prior pdf |
| Ellie Pavlick, Joel Tetreault | ||
| Vol 1 (2013) | An HDP Model for Inducing Combinatory Categorial Grammars | Abstract PDF (presented at NAACL 2013) |
| Yonatan Bisk, Julia Hockenmaier | ||
| Vol 3 (2015) | An Unsupervised Method for Uncovering Morphological Chains | Abstract PDF (presented at ACL 2015) |
| Karthik Narasimhan, Regina Barzilay, Tommi Jaakkola | ||
| Vol 7 (2019) | Analysis Methods in Neural Language Processing: A Survey | Abstract Article at MIT Press (presented at NAACL 2019) |
| Yonatan Belinkov, James Glass | ||
| Vol 5 (2017) | Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge | Abstract PDF (presented at NAACL 2018) |
| Ryan J. Gallagher, Kyle Reing, David Kale, Greg Ver Steeg | ||
| Vol 3 (2015) | Approximation-Aware Dependency Parsing by Belief Propagation | Abstract PDF (presented at EMNLP 2015) |
| Matthew R. Gormley, Mark Dredze, Jason Eisner | ||
| Vol 5 (2017) | Aspect-augmented Adversarial Networks for Domain Adaptation | Abstract PDF (presented at NAACL 2018) |
| Yuan Zhang, Regina Barzilay, Tommi Jaakkola | ||
| Vol 4 (2016) | Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies | Abstract PDF (presented at EACL 2017) |
| Tal Linzen, Emmanuel Dupoux, Yoav Goldberg | ||
| Vol 7 (2019) | Attention-Passing Models for Robust and Data-Efficient End-to-End Speech Translation | Abstract Article at MIT Press (presented at ACL 2019) |
| Matthias Sperber, Graham Neubig, Jan Niehues, Alex Waibel | ||
| Vol 6 (2018) | Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms | Abstract Article at MIT Press (presented at NAACL 2019) |
| Wenpeng Yin, Hinrich Schütze | ||
| Vol 2 (2014) | Automatic Detection and Language Identification of Multilingual Documents | Abstract PDF (Presented at EACL 2014) |
| Marco Lui, Jey Han Lau, Timothy Baldwin | ||
| Vol 5 (2017) | Automatically Tagging Constructions of Causation and Their Slot-Fillers | Abstract PDF (presented at EACL 2017) |
| Jesse Dunietz, Lori Levin, Jaime Carbonell | ||
| Vol 7 (2019) | Autosegmental Input Strictly Local functions | Abstract Article at MIT Press |
| Jane Chandlee, Adam Jardine | ||
| Vol 2 (2014) | Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence | Abstract PDF (Presented at ACL 2014) |
| Md Arafat Sultan, Steven Bethard, Tamara Sumner | ||
| Vol 6 (2018) | Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Andrius Mudinas, Dell Zhang, Mark Levene | ||
| Vol 1 (2013) | Branch and Bound Algorithm for Dependency Parsing with Non-local Features | Abstract PDF (presented at NAACL 2013) |
| Xian Qian, Yang Liu | ||
| Vol 8 (2020) | Break It Down: A Question Understanding Benchmark | Abstract Article at MIT Press |
| Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant | ||
| Vol 2 (2014) | Building a State-of-the-Art Grammatical Error Correction System | Abstract PDF (presented at NAACL 2015) |
| Alla Rozovskaya, Dan Roth | ||
| Vol 7 (2019) | Calculating the Optimal Step in Shift-Reduce Dependency Parsing: From Cubic to Linear Time | Abstract Article at MIT Press |
| Mark-Jan Nederhof | ||
| Vol 7 (2019) | Categorical Metadata Representation for Customized Text Classification | Abstract Article at MIT Press (presented at ACL 2019) |
| Jihyeok Kim, Reinald Kim Amplayo, Kyungjae Lee, Sua Sung, Minji Seo, Seung-won Hwang | ||
| Vol 5 (2017) | Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding | Abstract PDF (presented at EMNLP 2017) |
| Will Monroe, Robert X. D. Hawkins, Noah D. Goodman, Christopher Potts | ||
| Vol 1 (2013) | Combining Distributional and Logical Semantics | Abstract PDF (Presented at ACL 2013) |
| Mike Lewis, Mark Steedman | ||
| Vol 3 (2015) | Combining Minimally-supervised Methods for Arabic Named Entity Recognition | Abstract PDF (presented at EMNLP 2015) |
| Maha Althobaiti, Udo Kruschwitz, Massimo Poesio | ||
| Vol 4 (2016) | Comparing Apples to Apple: The Effects of Stemmers on Topic Models | Abstract PDF (presented at EMNLP 2016) |
| Alexandra Schofield, David Mimno | ||
| Vol 6 (2018) | Comparing Bayesian Models of Annotation | Abstract Article at MIT Press (presented at EMNLP 2018) |
| Silviu Paun, Bob Carpenter, Jon Chamberlain, Dirk Hovy, Udo Kruschwitz, Massimo Poesio | ||
| Vol 7 (2019) | Complex Program Induction for Querying Knowledge Bases in the Absence of Gold Programs | Abstract Article at MIT Press (presented at ACL 2019) |
| Amrita Saha, Ghulam Ahmed Ansari, Abhishek Laddha, Karthik Sankaranarayanan, Soumen Chakrabarti | ||
| Vol 4 (2016) | Concept Grounding to Multiple Knowledge Bases via Indirect Supervision | Abstract PDF (presented at NAACL 2016) |
| Chen-Tse Tsai, Dan Roth | ||
| Vol 6 (2018) | Constructing Datasets for Multi-hop Reading Comprehension Across Documents | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Johannes Welbl, Pontus Stenetorp, Sebastian Riedel | ||
| Vol 5 (2017) | Context Gates for Neural Machine Translation | Abstract PDF (presented at ACL 2017) |
| Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, Hang Li | ||
| Vol 3 (2015) | Context-aware Frame-Semantic Role Labeling | Abstract PDF (presented at EMNLP 2015) |
| Michael Roth, Mirella Lapata | ||
| Vol 6 (2018) | Conversation Modeling on Reddit Using a Graph-Structured LSTM | Abstract Article at MIT Press PDF (presented at EMNLP 2017) |
| Victoria Zayats, Mari Ostendorf | ||
| Vol 7 (2019) | CoQA: A Conversational Question Answering Challenge | Abstract (presented at NAACL 2019) Article at MIT Press |
| Siva Reddy, Danqi Chen, Christopher D. Manning | ||
| Vol 3 (2015) | Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment | Abstract PDF (presented at EMNLP 2015) |
| Sourav Dutta, Gerhard Weikum | ||
| Vol 2 (2014) | Crosslingual and Multilingual Construction of Syntax-Based Vector Space Models | Abstract PDF (Presented at EMNLP 2014) |
| Jason Utt, Sebastian Padó | ||
| Vol 2 (2014) | Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning | Abstract PDF (Presented at ACL 2014) |
| Mengqiu Wang, Christopher D. Manning | ||
| Vol 5 (2017) | Cross-Lingual Syntactic Transfer with Limited Resources | Abstract PDF (presented at NAACL 2018) |
| Mohammad Sadegh Rasooli, Michael Collins | ||
| Vol 5 (2017) | Cross-Sentence N-ary Relation Extraction with Graph LSTMs | Abstract PDF (presented at ACL 2017) |
| Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih | ||
| Vol 6 (2018) | Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science | Abstract Article at MIT Press (presented at NAACL 2019) |
| Emily M. Bender, Batya Friedman | ||
| Vol 1 (2013) | Data-Driven Metaphor Recognition and Explanation | Abstract PDF (Presented at ACL 2014) |
| Hongsong Li, Kenny Q. Zhu, Haixun Wang | ||
| Vol 1 (2013) | Data-driven, PCFG-based and Pseudo-PCFG-based Models for Chinese Dependency Parsing | Abstract PDF (Presented at ACL 2013) |
| Weiwei Sun, Xiaojun Wan | ||
| Vol 4 (2016) | Decoding Anagrammed Texts Written in an Unknown Language and Script | Abstract PDF (presented at ACL 2017) |
| Bradley Hauer, Grzegorz Kondrak | ||
| Vol 8 (2020) | Decoding Brain Activity Associated with Literal and Metaphoric Sentence Comprehension using Distributional Semantic Models | Abstract Article at MIT Press |
| Vesna G. Djokic, Jean Maillard, Luana Bulat, Ekaterina Shutova | ||
| Vol 7 (2019) | Decomposing Generalization: Models of Generic, Habitual and Episodic Statements | Abstract Article at MIT Press |
| Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White | ||
| Vol 7 (2019) | Deep Contextualized Self-training for Low Resource Dependency Parsing | Abstract Article at MIT Press |
| Guy Rotman, Roi Reichart | ||
| Vol 4 (2016) | Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation | Abstract PDF (presented at EMNLP 2016) |
| Jie Zhou, Ying Cao, Xuguang Wang, Peng Li, Wei Xu | ||
| Vol 2 (2014) | Dense Event Ordering with a Multi-Pass Architecture | Abstract PDF (presented at NAACL 2015) |
| Nathanael Chambers, Taylor Cassidy, Bill McDowell, Steven Bethard | ||
| Vol 7 (2019) | Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning | Abstract Article at MIT Press (presented at ACL 2019) |
| Zhijiang Guo, Yan Zhang, Zhiyang Teng, Wei Lu | ||
| Vol 3 (2015) | Deriving Boolean Structures from Distributional Vectors | Abstract PDF (presented at EMNLP 2015) |
| Germán Kruszewski, Denis Paperno, Marco Baroni | ||
| Vol 3 (2015) | Design Challenges for Entity Linking | Abstract PDF (presented at ACL 2015) |
| Xiao Ling, Sameer Singh, Daniel S. Weld | ||
| Vol 4 (2016) | Detecting Cross-cultural Differences Using a Multilingual Topic Model | Abstract PDF (presented at ACL 2016) |
| E. D. Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi | ||
| Vol 6 (2018) | Detecting Institutional Dialog Acts in Police Traffic Stops | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Vinodkumar Prabhakaran, Camilla Griffiths, Hang Su, Prateek Verma, Nelson Morgan, Jennifer Eberhardt, Dan Jurafsky | ||
| Vol 1 (2013) | Dijkstra-WSA: A Graph-Based Approach to Word Sense Alignment | Abstract PDF (Presented at ACL 2013) |
| Michael Matuschek, Iryna Gurevych | ||
| Vol 4 (2016) | Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations | Abstract PDF (presented at ACL 2016) |
| Diego Marcheggiani, Ivan Titov | ||
| Vol 2 (2014) | Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE Gamut | Abstract PDF (Presented at ACL 2014) |
| Nathan Schneider, Emily Danchik, Chris Dyer, Noah A. Smith | ||
| Vol 1 (2013) | Distributional Semantics Beyond Words: Supervised Learning of Analogy and Paraphrase | Abstract PDF |
| Peter D. Turney | ||
| Vol 6 (2018) | Do latent tree learning models identify meaningful structure in sentences? | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Adina Williams, Andrew Drozdov, Samuel R. Bowman | ||
| Vol 8 (2020) | Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks | Abstract Article at MIT Press |
| R. Thomas McCoy, Robert Frank, Tal Linzen | ||
| Vol 3 (2015) | Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks | Abstract PDF (presented at ACL 2015) |
| Haitong Yang, Tao Zhuang, Chengqing Zong | ||
| Vol 5 (2017) | Domain-Targeted, High Precision Knowledge Extraction | Abstract PDF (presented at ACL 2017) |
| Bhavana Dalvi Mishra, Niket Tandon, Peter Clark | ||
| Vol 7 (2019) | DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension | Abstract Article at MIT Press (presented at NAACL 2019) |
| Kai Sun, Dian Yu, Jianshu Chen, Dong Yu, Yejin Choi, Claire Cardie | ||
| Vol 1 (2013) | Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction | Abstract PDF (Presented at EMNLP 2013) |
| Ming-Wei Chang, Wen-Tau Yih | ||
| Vol 2 (2014) | Dynamic Language Models for Streaming Text | Abstract PDF (Presented at EMNLP 2014) |
| Dani Yogatama, Chong Wang, Bryan R. Routledge, Noah A. Smith, Eric P. Xing | ||
| Vol 1 (2013) | Dynamically Shaping the Reordering Search Space of Phrase-Based Statistical Machine Translation | Abstract PDF (Presented at EMNLP 2014) |
| Arianna Bisazza, Marcello Federico | ||
| Vol 4 (2016) | Easy-First Dependency Parsing with Hierarchical Tree LSTMs | Abstract PDF (presented at EMNLP 2016) |
| Eliyahu Kiperwasser, Yoav Goldberg | ||
| Vol 7 (2019) | Efficient Contextual Representation Learning With Continuous Outputs | Abstract Article at MIT Press |
| Liunian Harold Li, Patrick H. Chen, Cho-Jui Hsieh, Kai-Wei Chang | ||
| Vol 3 (2015) | Efficient Inference and Structured Learning for Semantic Role Labeling | Abstract PDF (presented at ACL 2015) |
| Oscar Täckström, Kuzman Ganchev, Dipanjan Das | ||
| Vol 1 (2013) | Efficient Parsing for Head-Split Dependency Trees | Abstract PDF |
| Giorgio Satta, Marco Kuhlmann | ||
| Vol 1 (2013) | Efficient Stacked Dependency Parsing by Forest Reranking | Abstract PDF |
| Katsuhiko Hayashi, Shuhei Kondo, Yuji Matsumoto | ||
| Vol 4 (2016) | Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States | Abstract PDF (presented at NAACL 2016) |
| Ashish Vaswani, Kenji Sagae | ||
| Vol 7 (2019) | Enabling Robust Grammatical Error Correction in New Domains: Datasets, Metrics, and Analyses | Abstract Article at MIT Press |
| Courtney Napoles, Maria Nadejde, Joel Tetreault | ||
| Vol 4 (2016) | Encoding Prior Knowledge with Eigenword Embeddings | Abstract PDF (presented at EACL 2017) |
| Dominique Osborne, Shashi Narayan, Shay B. Cohen | ||
| Vol 5 (2017) | Enriching Word Vectors with Subword Information | Abstract PDF (presented at ACL 2017) |
| Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov | ||
| Vol 3 (2015) | Entity Disambiguation with Web Links | Abstract PDF (presented at NAACL 2015) |
| Andrew Chisholm, Ben Hachey | ||
| Vol 2 (2014) | Entity Linking meets Word Sense Disambiguation: A Unified Approach | Abstract PDF (Presented at ACL 2014) |
| Andrea Moro, Alessandro Raganato, Roberto Navigli | ||
| Vol 2 (2014) | Entity Linking on Microblogs with Spatial and Temporal Signals | Abstract PDF (Presented at EMNLP 2014) |
| Yuan Fang, Ming-Wei Chang | ||
| Vol 2 (2014) | Erratum: "The Benefits of a Model of Annotation" | Abstract Erratum PDF original paper |
| Rebecca J. Passonneau, Bob Carpenter | ||
| Vol 3 (2015) | Erratum: “Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment” | Abstract Erratum PDF Original paper |
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson | ||
| Vol 5 (2017) | Evaluating Low-Level Speech Features Against Human Perceptual Data | Abstract PDF (presented at EMNLP 2017) |
| Caitlin Richter, Naomi H Feldman, Harini Salgado, Aren Jansen | ||
| Vol 6 (2018) | Evaluating the Stability of Embedding-based Word Similarities | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Maria Antoniak, David Mimno | ||
| Vol 5 (2017) | Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels | Abstract PDF (presented at ACL 2017) |
| Alison Smith, Tak Yeon Lee, Forough Poursabzi-Sangdeh, Jordan Boyd-Graber, Niklas Elmqvist, Leah Findlater | ||
| Vol 6 (2018) | Event Time Extraction with a Decision Tree of Neural Classifiers | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Nils Reimers, Nazanin Dehghani, Iryna Gurevych | ||
| Vol 3 (2015) | Exploiting Parallel News Streams for Unsupervised Event Extraction | Abstract PDF (presented at ACL 2015) |
| Congle Zhang, Stephen Soderland, Daniel S. Weld | ||
| Vol 2 (2014) | Exploiting Social Network Structure for Person-to-Person Sentiment Analysis | Abstract PDF (presented at EMNLP 2014) |
| Robert West, Hristo S. Paskov, Jure Leskovec, Christopher Potts | ||
| Vol 2 (2014) | Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment | Abstract PDF (presented at NAACL 2015) Erratum |
| Yonatan Belinkov, Tao Lei, Regina Barzilay, Amir Globerson | ||
| Vol 6 (2018) | Exploring Neural Methods for Parsing Discourse Representation Structures | Abstract Article at MIT Press (presented at ACL 2019) |
| Rik van Noord, Lasha Abzianidze, Antonio Toral, Johan Bos | ||
| Vol 2 (2014) | Exploring the Role of Stress in Bayesian Word Segmentation using Adaptor Grammars | Abstract PDF (Presented at ACL 2014) |
| Benjamin Börschinger, Mark Johnson | ||
| Vol 2 (2014) | Extracting Lexically Divergent Paraphrases from Twitter | Abstract PDF (presented at NAACL 2015) |
| Wei Xu, Alan Ritter, Chris Callison-Burch, William B. Dolan, Yangfeng Ji | ||
| Vol 4 (2016) | Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees | Abstract PDF (presented at EMNLP 2016) |
| Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn | ||
| Vol 6 (2018) | Finding Convincing Arguments Using Scalable Bayesian Preference Learning | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Edwin D Simpson, Iryna Gurevych | ||
| Vol 1 (2013) | Finding Optimal 1-Endpoint-Crossing Trees | Abstract PDF (presented at NAACL 2013) |
| Emily Pitler, Sampath Kannan, Mitchell Marcus | ||
| Vol 5 (2017) | Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning | Abstract PDF (presented at ACL 2017) |
| Dingquan Wang, Jason Eisner | ||
| Vol 2 (2014) | FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging | Abstract PDF (Presented at ACL 2014) |
| Tobias Schnabel, Hinrich Schütze | ||
| Vol 6 (2018) | From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Egoitz Laparra, Dongfang Xu, Steven Bethard | ||
| Vol 2 (2014) | From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions | Abstract PDF (Presented at ACL 2014) |
| Peter Young, Alice Lai, Micah Hodosh, Julia Hockenmaier | ||
| Vol 3 (2015) | From Paraphrase Database to Compositional Paraphrase Model and Back | Abstract PDF (presented at EMNLP 2015) Erratum (prior PDF) |
| John Wieting, Mohit Bansal, Kevin Gimpel, Karen Livescu, Dan Roth | ||
| Vol 3 (2015) | From Visual Attributes to Adjectives through Decompositional Distributional Semantics | Abstract PDF (presented at ACL 2015) |
| Angeliki Lazaridou, Georgiana Dinu, Adam Liska, Marco Baroni | ||
| Vol 5 (2017) | Fully Character-Level Neural Machine Translation without Explicit Segmentation | Abstract PDF (presented at ACL 2017) |
| Jason Lee, Kyunghyun Cho, Thomas Hofmann | ||
| Vol 3 (2015) | Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars | Abstract PDF (presented at NAACL 2015) |
| Hua He, Jimmy Lin, Adam Lopez | ||
| Vol 6 (2018) | Generating Sentences by Editing Prototypes | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang | ||
| Vol 4 (2016) | Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources | Abstract PDF (presented at ACL 2016) |
| Silvana Hartmann, Judith Eckle-Kohler, Iryna Gurevych | ||
| Vol 7 (2019) | GILE: A Generalized Input-Label Embedding for Text Classification | Abstract Article at MIT Press (presented at ACL 2019) |
| Nikolaos Pappas, James Henderson | ||
| Vol 1 (2013) | Good, Great, Excellent: Global Inference of Semantic Intensities | Abstract PDF (Presented at ACL 2013) |
| Gerard de Melo, Mohit Bansal | ||
| Vol 5 (2017) | Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation | Abstract PDF (presented at EMNLP 2017) |
| Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean | ||
| Vol 7 (2019) | Grammar Error Correction in Morphologically-Rich Languages: The Case of Russian | Abstract Article at MIT Press (presented at NAACL 2019) |
| Alla Rozovskaya, Dan Roth | ||
| Vol 7 (2019) | Graph Convolutional Network with Sequential Attention for Goal-Oriented Dialogue Systems | Abstract Article at MIT Press |
| Suman Banerjee, Mitesh M Khapra | ||
| Vol 2 (2014) | Grounded Compositional Semantics for Finding and Describing Images with Sentences | Abstract PDF (Presented at ACL 2014) |
| Richard Socher, Andrej Karpathy, Quoc V. Le, Christopher D. Manning, Andrew Y. Ng | ||
| Vol 1 (2013) | Grounding Action Descriptions in Videos | Abstract PDF (presented at ACL 2013) |
| Michaela Regneri, Marcus Rohrbach, Dominikus Wetzel, Stefan Thater, Bernt Schiele, Manfred Pinkal | ||
| Vol 5 (2017) | Head-Lexicalized Bidirectional Tree LSTMs | Abstract PDF (presented at ACL 2017) |
| Zhiyang Teng, Yue Zhang | ||
| Vol 2 (2014) | Heterogeneous Networks and Their Applications: Scientometrics, Name Disambiguation, and Topic Modeling | Abstract PDF (Presented at ACL 2014) |
| Ben King, Rahul Jha, Dragomir R. Radev | ||
| Vol 3 (2015) | Higher-order Lexical Semantic Models for Non-factoid Answer Reranking | Abstract PDF (presented at ACL 2015) |
| Daniel Fried, Peter Jansen, Gustave Hahn-Powell, Mihai Surdeanu, Peter Clark | ||
| Vol 3 (2015) | Imitation Learning of Agenda-based Semantic Parsers | Abstract PDF (presented at NAACL 2016) |
| Jonathan Berant, Percy Liang | ||
| Vol 2 (2014) | Improved CCG Parsing with Semi-supervised Supertagging | Abstract PDF (Presented at EMNLP 2014) |
| Mike Lewis, Mark Steedman | ||
| Vol 8 (2020) | Improving Candidate Generation for Low-resource Cross-lingual Entity Linking | Abstract Article at MIT Press |
| Shuyan Zhou, Shruti Rijhwani, John Wieting, Jaime Carbonell, Graham Neubig | ||
| Vol 3 (2015) | Improving Distributional Similarity with Lessons Learned from Word Embeddings | Abstract PDF (presented at ACL 2015) |
| Omer Levy, Yoav Goldberg, Ido Dagan | ||
| Vol 3 (2015) | Improving Topic Models with Latent Feature Word Representations | Abstract PDF (presented at EMNLP 2015) erratum (prior PDF) |
| Dat Quoc Nguyen, Richard Billingsley, Lan Du, Mark Johnson | ||
| Vol 1 (2013) | Incremental Tree Substitution Grammar for Parsing and Sentence Prediction | Abstract PDF (Presented at ACL 2013) |
| Federico Sangati, Frank Keller | ||
| Vol 7 (2019) | Inherent Disagreements in Human Textual Inferences | Abstract Article at MIT Press |
| Ellie Pavlick, Tom Kwiatkowski | ||
| Vol 5 (2017) | In-Order Transition-based Constituent Parsing | Abstract PDF (Presented at EMNLP 2018) |
| Jiangming Liu, Yue Zhang | ||
| Vol 7 (2019) | Insertion-based Decoding with Automatically Inferred Generation Order | Abstract Article at MIT Press |
| Jiatao Gu, Qi Liu, Kyunghyun Cho | ||
| Vol 6 (2018) | Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation | Abstract Article at MIT Press (presented at ACL 2019) |
| Xiao Pu, Nikolaos Pappas, James Henderson, Andrei Popescu-Belis | ||
| Vol 8 (2020) | Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension | Abstract Article at MIT Press |
| Kai Sun, Dian Yu, Dong Yu, Claire Cardie | ||
| Vol 2 (2014) | It's All Fun and Games until Someone Annotates: Video Games with a Purpose for Linguistic Annotation | Abstract PDF (presented at EMNLP 2015) |
| David Jurgens, Roberto Navigli | ||
| Vol 4 (2016) | J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features | Abstract PDF (presented at ACL 2016) |
| Dat Ba Nguyen, Martin Theobald, Gerhard Weikum | ||
| Vol 1 (2013) | Joint Arc-factored Parsing of Syntactic and Semantic Dependencies | Abstract PDF (Presented at ACL 2013) |
| Xavier Lluís, Xavier Carreras, Lluís Màrquez | ||
| Vol 2 (2014) | Joint Incremental Disfluency Detection and Dependency Parsing | Abstract PDF (Presented at ACL 2014) |
| Matthew Honnibal, Mark Johnson | ||
| Vol 2 (2014) | Joint Modeling of Opinion Expression Extraction and Attribute Classification | Abstract PDF (presented at ACL 2015) |
| Bishan Yang, Claire Cardie | ||
| Vol 5 (2017) | Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora | Abstract PDF (presented at EMNLP 2017) |
| Jooyeon Kim, Dongwoo Kim, Alice Oh | ||
| Vol 1 (2013) | Joint Morphological and Syntactic Analysis for Richly Inflected Languages | Abstract PDF (Presented at EACL 2014) |
| Bernd Bohnet, Joakim Nivre, Igor Boguslavsky, Richárd Farkas, Filip Ginter, Jan Hajič | ||
| Vol 5 (2017) | Joint Prediction of Word Alignment with Alignment Types | Abstract PDF (presented at EMNLP 2017) |
| Anahita Mansouri Bigvand, Te Bu, Anoop Sarkar | ||
| Vol 6 (2018) | Joint Semantic Synthesis and Morphological Analysis of the Derived Word | Abstract Article at MIT Press PDF (presented at ACL 2017) |
| Ryan Cotterell, Hinrich Schütze | ||
| Vol 7 (2019) | Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew | Abstract Article at MIT Press (presented at ACL 2019) |
| Amir More, Amit Seker, Victoria Basmova, Reut Tsarfaty | ||
| Vol 1 (2013) | Jointly Learning to Parse and Perceive: Connecting Natural Language to the Physical World | Abstract PDF (Presented at ACL 2013) |
| Jayant Krishnamurthy, Thomas Kollar | ||
| Vol 6 (2018) | Knowledge Completion for Generics Using Guided Tensor Factorization | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Hanie Sedghi, Ashish Sabharwal | ||
| Vol 6 (2018) | Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction | Abstract Article at MIT Press PDF (Presented at EMNLP 2018) |
| Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen | ||
| Vol 4 (2016) | Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health | Abstract PDF (presented at EMNLP 2016) |
| Tim Althoff, Kevin Clark, Jure Leskovec | ||
| Vol 3 (2015) | Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis | Abstract PDF (presented at ACL 2016) |
| Claudio Delli Bovi, Luca Telesca, Roberto Navigli | ||
| Vol 2 (2014) | Large-scale Semantic Parsing without Question-Answer Pairs | Abstract PDF (presented at NAACL 2015) |
| Siva Reddy, Mirella Lapata, Mark Steedman | ||
| Vol 1 (2013) | Large-scale Word Alignment Using Soft Dependency Cohesion Constraints | Abstract PDF |
| Zhiguo Wang, Chengqing Zong | ||
| Vol 3 (2015) | Latent Structures for Coreference Resolution | Abstract PDF (presented at EMNLP 2015) |
| Sebastian Martschat, Michael Strube | ||
| Vol 3 (2015) | Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary | Abstract PDF (presented at ACL 2015) |
| Jayant Krishnamurthy, Tom M. Mitchell | ||
| Vol 3 (2015) | Learning Composition Models for Phrase Embeddings | Abstract PDF (presented at NAACL 2016) |
| Mo Yu, Mark Dredze | ||
| Vol 5 (2017) | Learning Distributed Representations of Texts and Entities from Knowledge Base | Abstract PDF (presented at ACL 2018) |
| Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji | ||
| Vol 7 (2019) | Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use | Abstract Article at MIT Press (presented at ACL 2019) |
| Janarthanan Rajendran, Jatin Ganhotra, Lazaros C Polymenakos | ||
| Vol 7 (2019) | Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric Approach | Abstract Article at MIT Press (presented at ACL 2019) |
| Pratik Jawanpuria, Arjun Balgovind, Anoop Kunchukuttan, Bamdev Mishra | ||
| Vol 7 (2019) | Learning Neural Sequence-to-Sequence Models from Weak Feedback with Bipolar Ramp Loss | Abstract Article at MIT Press (presented at ACL 2019) |
| Laura Jehl, Carolin Lawrence, Stefan Riezler | ||
| Vol 6 (2018) | Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Guillem Collell, Marie-Francine Moens | ||
| Vol 2 (2014) | Learning Strictly Local Subsequential Functions | Abstract PDF (presented at NAACL 2015) |
| Jane Chandlee, Rémi Eyraud, Jeffrey Heinz | ||
| Vol 3 (2015) | Learning Structural Kernels for Natural Language Processing | Abstract PDF (presented at EMNLP 2015) |
| Daniel Beck, Trevor Cohn, Christian Hardmeier, Lucia Specia | ||
| Vol 6 (2018) | Learning Structured Text Representations | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Yang Liu, Mirella Lapata | ||
| Vol 4 (2016) | Learning Tier-based Strictly 2-Local Languages | Abstract PDF |
| Adam Jardine, Jeffrey Heinz | ||
| Vol 4 (2016) | Learning to Make Inferences in a Semantic Parsing Task | Abstract PDF (presented at ACL 2016) |
| Kyle D. Richardson, Jonas Kuhn | ||
| Vol 5 (2017) | Learning to Prune: Exploring the Frontier of Fast and Accurate Parsing | Abstract PDF (presented at ACL 2017) |
| Tim Vieira, Jason Eisner | ||
| Vol 6 (2018) | Learning to Remember Translation History with a Continuous Cache | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Zhaopeng Tu, Yang Liu, Shuming Shi, Tong Zhang | ||
| Vol 1 (2013) | Learning to Translate with Products of Novices: A Suite of Open-Ended Challenge Problems for Teaching MT | Abstract PDF (Presented at ACL 2013) |
| Adam Lopez, Matt Post, Chris Callison-Burch, Jonathan Weese, Juri Ganitkevitch, Narges Ahmidi, Olivia Buzek, Leah Hanson, Beenish Jamil, Matthias Lee, Ya-Ting Lin, Henry Pao, Fatima Rivera, Leili Shahriyari, Debu Sinha, Adam Teichert, Stephen Wampler, Michael Weinberger, Daguang Xu, Lin Yang, Shang Zhao | ||
| Vol 4 (2016) | Learning to Understand Phrases by Embedding the Dictionary | Abstract PDF (presented at NAACL 2016) |
| Felix Hill, KyungHyun Cho, Anna Korhonen, Yoshua Bengio | ||
| Vol 6 (2018) | Learning Typed Entailment Graphs with Global Soft Constraints | Abstract Article at MIT Press (presented at ACL 2019) |
| Mohammad Javad Hosseini, Nathanael Chambers, Siva Reddy, Xavier R. Holt, Shay B. Cohen, Mark Johnson, Mark Steedman | ||
| Vol 6 (2018) | Leveraging Orthographic Similarity for Multilingual Neural Transliteration | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Anoop Kunchukuttan, Mitesh Khapra, Gurneet Singh, Pushpak Bhattacharyya | ||
| Vol 6 (2018) | Linear Algebraic Structure of Word Senses, with Applications to Polysemy | Abstract Article at MIT Press PDF (Presented at EMNLP 2018) |
| Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski | ||
| Vol 2 (2014) | Locally Non-Linear Learning for Statistical Machine Translation via Discretization and Structured Regularization | Abstract PDF (presented at NAACL 2015) |
| Jonathan H. Clark, Chris Dyer, Alon Lavie | ||
| Vol 6 (2018) | Low-Rank RNN Adaptation for Context-Aware Language Modeling | Abstract Article at MIT Press PDF (Presented at EMNLP 2018) |
| Aaron Jaech, Mari Ostendorf | ||
| Vol 8 (2020) | Machine Learning Driven Language Assessment | Abstract Article at MIT Press |
| Burr Settles, Masato Hagiwara, Geoffrey T. LaFlair | ||
| Vol 4 (2016) | Many Languages, One Parser | Abstract PDF (presented at ACL 2016) |
| Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer, Noah A. Smith | ||
| Vol 6 (2018) | Mapping to Declarative Knowledge for Word Problem Solving | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Subhro Roy, Dan Roth | ||
| Vol 7 (2019) | Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond | Abstract Article at MIT Press |
| Mikel Artetxe, Holger Schwenk | ||
| Vol 1 (2013) | Measuring Machine Translation Errors in New Domains | Abstract PDF (Presented at EMNLP 2013) |
| Ann Irvine, John Morgan, Marine Carpuat, Hal Daumé III, Dragos Munteanu | ||
| Vol 7 (2019) | Measuring Online Debaters’ Persuasive Skill from Text over Time | Abstract Article at MIT Press |
| Kelvin Luu, Chenhao Tan, Noah Smith | ||
| Vol 6 (2018) | Measuring the Evolution of a Scientific Field through Citation Frames | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky | ||
| Vol 8 (2020) | Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System? | Abstract Article at MIT Press |
| Sorami Hisamoto, Matt Post, Kevin Duh | ||
| Vol 6 (2018) | Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns | Abstract Article at MIT Press (presented at NAACL 2019) |
| Kellie Webster, Marta Recasens, Vera Axelrod, Jason Baldridge | ||
| Vol 4 (2016) | Minimally Supervised Number Normalization | Abstract PDF (presented at EMNLP 2016) |
| Kyle Gorman, Richard Sproat | ||
| Vol 1 (2013) | Minimally-Supervised Morphological Segmentation using Adaptor Grammars | Abstract PDF (Presented at ACL 2013) |
| Kairit Sirts, Sharon Goldwater | ||
| Vol 1 (2013) | Modeling Child Divergences from Adult Grammar | Abstract PDF (Presented at ACL 2013) |
| Sam Sahakian, Benjamin Snyder | ||
| Vol 1 (2013) | Modeling Missing Data in Distant Supervision for Information Extraction | Abstract PDF (Presented at EMNLP 2013) |
| Alan Ritter, Luke Zettlemoyer, - Mausam, Oren Etzioni | ||
| Vol 6 (2018) | Modeling Past and Future for Neural Machine Translation | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu | ||
| Vol 1 (2013) | Modeling Semantic Relations Expressed by Prepositions | Abstract PDF (presented at NAACL 2013) |
| Vivek Srikumar, Dan Roth | ||
| Vol 3 (2015) | Modeling Word Forms Using Latent Underlying Morphs and Phonology | Abstract PDF (presented at ACL 2015) |
| Ryan Cotterell, Nanyun Peng, Jason Eisner | ||
| Vol 3 (2015) | Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation | Abstract PDF (presented at EMNLP 2015) |
| Rico Sennrich | ||
| Vol 5 (2017) | Modelling Semantic Expectation: Using Script Knowledge for Referent Prediction | Abstract PDF (presented at ACL 2017) |
| Ashutosh Modi, Ivan Titov, Vera Demberg, Asad Sayeed, Manfred Pinkal | ||
| Vol 7 (2019) | Morphological Analysis Using a Sequence Decoder | Abstract Article at MIT Press |
| Ekin Akyürek, Erenay Dayanık, Deniz Yuret | ||
| Vol 4 (2016) | Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning | Abstract PDF (presented at ACL 2016) |
| Manaal Faruqui, Ryan McDonald, Radu Soricut | ||
| Vol 7 (2019) | Multiattentive Hierarchical Recurrent Neural Network Architecture for Multilingual Readability Assessment | Abstract Article at MIT Press |
| Ion Madrazo Azpiazu, Maria Soledad Pera | ||
| Vol 4 (2016) | Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data | Abstract PDF (presented at ACL 2016) |
| Kristina Gulordava, Paola Merlo | ||
| Vol 4 (2016) | Multilingual Projection for Parsing Truly Low-Resource Languages | Abstract PDF (presented at ACL 2016) |
| Željko Agić, Anders Johannsen, Barbara Plank, Héctor Martínez Alonso, Natalie Schluter, Anders Søgaard | ||
| Vol 2 (2014) | Multi-Modal Models for Concrete and Abstract Concept Meaning | Abstract PDF (Presented at EMNLP 2014) |
| Felix Hill, Roi Reichart, Anna Korhonen | ||
| Vol 6 (2018) | Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Stefanos Angelidis, Mirella Lapata | ||
| Vol 4 (2016) | Named Entity Recognition with Bidirectional LSTM-CNNs | Abstract PDF (presented at ACL 2016) |
| Jason P.C. Chiu, Eric Nichols | ||
| Vol 6 (2018) | Native Language Cognate Effects on Second Language Lexical Choice | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner | ||
| Vol 7 (2019) | Natural Questions: a Benchmark for Question Answering Research | Abstract Article at MIT Press (presented at ACL 2019) |
| Tom Kwiatkowski, Jennimaria Palomaki, Olivia Redfield, Michael Collins, Ankur Parikh, Chris Alberti, Danielle Epstein, Illia Polosukhin, Jacob Devlin, Kenton Lee, Kristina Toutanova, Llion Jones, Matthew Kelcey, Ming-Wei Chang, Andrew Dai, Jakob Uszkoreit, Quoc Le, Slav Petrov | ||
| Vol 6 (2018) | Neural Lattice Language Models | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Jacob Buckman, Graham Neubig | ||
| Vol 7 (2019) | Neural Network Acceptability Judgments | Abstract Remote Article at MIT Press |
| Alex Warstadt, Amanpreet Singh, Samuel R. Bowman | ||
| Vol 7 (2019) | No Word is an Island - a Transformation Weighting Model for Semantic Composition | Abstract Article at MIT Press (presented at ACL 2019) |
| Corina Dima, Daniël de Kok, Neele Witte, Erhard Hinrichs | ||
| Vol 5 (2017) | Nonparametric Bayesian Semi-supervised Word Segmentation | Abstract PDF (presented at EMNLP 2017) |
| Ryo Fujii, Ryo Domoto, Daichi Mochihashi | ||
| Vol 7 (2019) | On the Complexity and Typology of Inflectional Morphological Systems | Abstract Article at MIT Press (Presented at ACL 2018) |
| Ryan D Cotterell, Christo Kirov, Mans Hulden, Jason Eisner | ||
| Vol 3 (2015) | One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations | Abstract PDF (presented at EMNLP 2015) |
| Yangfeng Ji, Jacob Eisenstein | ||
| Vol 2 (2014) | Online Adaptor Grammars with Hybrid Inference | Abstract PDF (presented at ACL 2016) |
| Ke Zhai, Jordan Boyd-Graber, Shay B. Cohen | ||
| Vol 4 (2016) | Optimizing Statistical Machine Translation for Text Simplification | Abstract PDF (presented at ACL 2016) |
| Wei Xu, Courtney Napoles, Ellie Pavlick, Quanze Chen, Chris Callison-Burch | ||
| Vol 5 (2017) | Ordinal Common-sense Inference | Abstract PDF (presented at ACL 2017) |
| Sheng Zhang, Rachel Rudinger, Kevin Duh, Benjamin Van Durme | ||
| Vol 5 (2017) | Overcoming Language Variation in Sentiment Analysis with Social Attention | Abstract PDF (presented at ACL 2017) |
| Yi Yang, Jacob Eisenstein | ||
| Vol 2 (2014) | Parallel Algorithms for Unsupervised Tagging | Abstract (Presented at ACL 2014) |
| Sujith Ravi, Sergei Vassilivitskii, Vibhor Rastogi | ||
| Vol 7 (2019) | Paraphrase-Sense-Tagged Sentences | Abstract Article at MIT Press |
| Anne Cocos, Chris Callison-Burch | ||
| Vol 3 (2015) | Parsing Algebraic Word Problems into Equations | Abstract PDF (presented at NAACL 2016) |
| Rik Koncel-Kedziorski, Hannaneh Hajishirzi, Ashish Sabharwal, Oren Etzioni, Siena Dumas Ang | ||
| Vol 1 (2013) | Parsing entire discourses as very long strings: Capturing topic continuity in grounded language learning | Abstract PDF (Presented at EMNLP 2013) |
| Minh-Thang Luong, Michael C. Frank, Mark Johnson | ||
| Vol 3 (2015) | Parsing to Noncrossing Dependency Graphs | Abstract PDF (presented at ACL 2016) |
| Marco Kuhlmann, Peter Jonsson | ||
| Vol 5 (2017) | Parsing with Traces: An O(n^4) Algorithm and a Structural Representation | Abstract PDF (presented at EMNLP 2017) |
| Jonathan K. Kummerfeld, Dan Klein | ||
| Vol 7 (2019) | Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing | Abstract Article at MIT Press |
| Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart | ||
| Vol 8 (2020) | Phonotactic Complexity and its Trade-offs | Abstract Article at MIT Press |
| Tiago Pimentel, Brian Roark, Ryan D. Cotterell | ||
| Vol 5 (2017) | Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation | Abstract PDF (presented at ACL 2018) |
| Benjamin Marie, Atsushi Fujita | ||
| Vol 6 (2018) | Planning, Inference, and Pragmatics in Sequential Language Games | Abstract Article at MIT Press PDF (presented at NAACL 2019) |
| Fereshte Khani, Noah Goodman, Percy Liang | ||
| Vol 3 (2015) | Plato: A Selective Context Model for Entity Resolution | Abstract PDF (presented at ACL 2016) |
| Nevena Lazic, Amarnag Subramanya, Michael Ringgaard, Fernando Pereira | ||
| Vol 6 (2018) | Polite Dialogue Generation Without Parallel Data | Abstract Article at MIT Press PDF (Presented at EMNLP 2018) |
| Tong Niu, Mohit Bansal | ||
| Vol 1 (2013) | Powergrading: A Clustering Approach to Amplify Human Effort for Short Answer Grading | Abstract PDF (Presented at EMNLP 2013) |
| Sumit Basu, Chuck Jacobs, Lucy Vanderwende | ||
| Vol 2 (2014) | Predicting the Difficulty of Language Proficiency Tests | Abstract PDF (presented at NAACL 2015) |
| Lisa Beinborn, Torsten Zesch, Iryna Gurevych | ||
| Vol 6 (2018) | Probabilistic Verb Selection for Data-to-Text Generation | Abstract Article at MIT Press (presented at ACL 2019) PDF |
| Dell Zhang, Jiahao Yuan, Xiaoling Wang, Adam Foster | ||
| Vol 3 (2015) | Problems in Current Text Simplification Research: New Data Can Help | Abstract PDF (presented at EMNLP 2015) |
| Wei Xu, Chris Callison-Burch, Courtney Napoles | ||
| Vol 5 (2017) | Pushing the Limits of Translation Quality Estimation | Abstract PDF (presented at ACL 2017) |
| André F.T. Martins, Marcin Junczys-Dowmunt, Fabio N. Kepler, Ramón Astudillo, Chris Hokamp, Roman Grundkiewicz | ||
| Vol 6 (2018) | Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Matt Crane | ||
| Vol 3 (2015) | Reasoning about Quantities in Natural Language | Abstract PDF (presented at NAACL 2015) |
| Subhro Roy, Tim Vieira, Dan Roth | ||
| Vol 4 (2016) | Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality | Abstract PDF (presented at ACL 2016) |
| Keisuke Sakaguchi, Courtney Napoles, Matt Post, Joel Tetreault | ||
| Vol 6 (2018) | Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate | Abstract Article at MIT Press (presented at EMNLP 2018) |
| Christo Kirov, Ryan Cotterell | ||
| Vol 5 (2017) | Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets | Abstract PDF (presented at ACL 2018) |
| Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart | ||
| Vol 6 (2018) | Representation Learning for Grounded Spatial Reasoning | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Michael Janner, Karthik Narasimhan, Regina Barzilay | ||
| Vol 7 (2019) | Rotational Unit of Memory: A Novel Representation Unit for RNNs with Scalable Applications | Abstract Article at MIT Press (presented at NAACL 2019) |
| Rumen Dangovski, Li Jing, Preslav Nakov, Mico Tatalovic, Marin Soljacic | ||
| Vol 6 (2018) | Scheduled Multi-Task Learning: From Syntax to Translation | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Eliyahu Kiperwasser, Miguel Ballesteros | ||
| Vol 7 (2019) | SECTOR: A Neural Model for Coherent Topic Segmentation and Classification | Abstract Article at MIT Press (presented at ACL 2019) |
| Sebastian Arnold, Rudolf Schneider, Philippe Cudré-Mauroux, Felix A. Gers, Alexander Löser | ||
| Vol 2 (2014) | Segmentation for Efficient Supervised Language Annotation with an Explicit Cost-Utility Tradeoff | Abstract PDF (Presented at ACL 2014) |
| Matthias Sperber, Mirjam Simantzik, Graham Neubig, Satoshi Nakamura, Alex Waibel | ||
| Vol 7 (2019) | Semantic Neural Machine Translation using AMR | Abstract Article at MIT Press (presented at ACL 2019) |
| Linfeng Song, Daniel Gildea, Yue Zhang, Zhiguo Wang, Jinsong Su | ||
| Vol 3 (2015) | Semantic Parsing of Ambiguous Input through Paraphrasing and Verification | Abstract PDF (presented at NAACL 2016) |
| Philip Arthur, Graham Neubig, Sakriani Sakti, Tomoki Toda, Satoshi Nakamura | ||
| Vol 3 (2015) | Semantic Proto-Roles | Abstract PDF (presented at EMNLP 2015) |
| Drew Reisinger, Rachel Rudinger, Francis Ferraro, Craig Harman, Kyle Rawlins, Benjamin Van Durme | ||
| Vol 5 (2017) | Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints | Abstract PDF (presented at EMNLP 2017) |
| Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gašić, Anna Korhonen, Steve Young | ||
| Vol 2 (2014) | Senti-LSSVM: Sentiment-Oriented Multi-Relation Extraction with Latent Structural SVM | Abstract PDF (Presented at ACL 2014) |
| Lizhen Qu, Yi Zhang, Rui Wang, Lili Jiang, Rainer Gemulla, Gerhard Weikum | ||
| Vol 5 (2017) | Shift-Reduce Constituent Parsing with Neural Lookahead Features | Abstract PDF (presented at EACL 2017) |
| Jiangming Liu, Yue Zhang | ||
| Vol 4 (2016) | Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations | Abstract PDF (presented at ACL 2016) |
| Eliyahu Kiperwasser, Yoav Goldberg | ||
| Vol 8 (2020) | SpanBERT: Improving Pre-training by Representing and Predicting Spans | Abstract Article at MIT Press |
| Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, Omer Levy | ||
| Vol 5 (2017) | Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling | Abstract PDF (presented at ACL 2017) |
| Gábor Berend | ||
| Vol 4 (2016) | Sparse Non-negative Matrix Language Modeling | Abstract PDF (presented at EMNLP 2016) |
| Joris Pelemans, Noam Shazeer, Ciprian Chelba | ||
| Vol 3 (2015) | SPRITE: Generalizing Topic Models with Structured Priors | Abstract PDF (presented at NAACL 2015) |
| Michael J. Paul, Mark Dredze | ||
| Vol 7 (2019) | Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition | Abstract Article at MIT Press |
| Vered Shwartz, Ido Dagan | ||
| Vol 6 (2018) | Surface Statistics of an Unknown Language Indicate How to Parse It | Abstract Article at MIT Press (presented at EMNLP 2018) |
| Dingquan Wang, Jason Eisner | ||
| Vol 7 (2019) | Synchronous Bidirectional Neural Machine Translation | Abstract Article at MIT Press (presented at ACL 2019) |
| Long Zhou, Jiajun Zhang, Chengqing Zong | ||
| Vol 7 (2019) | Syntax-aware Semantic Role Labeling without Parsing | Abstract Article at MIT Press (presented at ACL 2019) |
| Rui Cai, Mirella Lapata | ||
| Vol 7 (2019) | Tabula nearly rasa: Probing the linguistic knowledge of character-level neural language models trained on unsegmented text | Abstract Article at MIT Press |
| Michael Hahn, Marco Baroni | ||
| Vol 8 (2020) | Target-Guided Structured Attention Network for Target-dependent Sentiment Analysis | Abstract Article at MIT Press |
| Ji Zhang, Chengyao Chen, Pengfei Liu, Chao He, Cane Wing-Ki Leung | ||
| Vol 2 (2014) | Temporal Annotation in the Clinical Domain | Abstract PDF (Presented at ACL 2014) |
| William F. Styler IV, Steven Bethard, Sean Finan, Martha Palmer, Sameer Pradhan, Piet C. de Groen, Brad Erickson, Timothy Miller, Chen Lin, Guergana Savova, James Pustejovsky | ||
| Vol 2 (2014) | The Benefits of a Model of Annotation | Abstract PDF (Presented at EMNLP 2014) erratum |
| Rebecca J. Passonneau, Bob Carpenter | ||
| Vol 4 (2016) | The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages | Abstract PDF (presented at EMNLP 2016) |
| Dingquan Wang, Jason Eisner | ||
| Vol 2 (2014) | The Language Demographics of Amazon Mechanical Turk | Abstract PDF (Presented at ACL 2014) |
| Ellie Pavlick, Matt Post, Ann Irvine, Dmitry Kachaev, Chris Callison-Burch | ||
| Vol 6 (2018) | The NarrativeQA Reading Comprehension Challenge | Abstract Article at MIT Press PDF (presented at ACL 2018) |
| Tomas Kocisky, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gabor Melis, Edward Grefenstette | ||
| Vol 8 (2020) | Theoretical Limitations of Self-Attention in Neural Sequence Models | Abstract Article at MIT Press |
| Michael Hahn | ||
| Vol 1 (2013) | Token and Type Constraints for Cross-Lingual Part-of-Speech Tagging | Abstract PDF (presented at ACL 2013) |
| Oscar Täckström, Dipanjan Das, Slav Petrov, Ryan McDonald, Joakim Nivre | ||
| Vol 6 (2018) | Towards Evaluating Narrative Quality In Student Writing | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Swapna Somasundaran, Michael Flor, Martin Chodorow, Hillary Molloy, Binod Gyawali, Laura McCulla | ||
| Vol 1 (2013) | Training Deterministic Parsers with Non-Deterministic Oracles | Abstract PDF (Presented at ACL 2014) |
| Yoav Goldberg, Joakim Nivre | ||
| Vol 4 (2016) | Transforming Dependency Structures to Logical Forms for Semantic Parsing | Abstract PDF (presented at NAACL 2016) |
| Siva Reddy, Oscar Täckström, Michael Collins, Tom Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata | ||
| Vol 2 (2014) | TREETALK: Composition and Compression of Trees for Image Descriptions | Abstract PDF (Presented at EMNLP 2014) |
| Polina Kuznetsova, Vicente Ordonez, Tamara Berg, Yejin Choi | ||
| Vol 7 (2019) | Trick Me If You Can: Human-in-the-loop Generation of Adversarial Question Answering Examples | Abstract Article at MIT Press (presented at ACL 2019) |
| Eric Wallace, Pedro Rodriguez, Shi Feng, Ikuya Yamada, Jordan Boyd-Graber | ||
| Vol 4 (2016) | Understanding Satirical Articles Using Common-Sense | Abstract PDF (presented at EMNLP 2016) |
| Dan Goldwasser, Xiao Zhang | ||
| Vol 6 (2018) | Universal Word Segmentation: Implementation and Interpretation | Abstract Article at MIT Press PDF (Presented at EMNLP 2018) |
| Yan Shao, Christian Hardmeier, Joakim Nivre | ||
| Vol 7 (2019) | Unlexicalized Transition-based Discontinuous Constituency Parsing | Abstract Article at MIT Press |
| Maximin Coavoux, Benoît Crabbé, Shay B. Cohen | ||
| Vol 5 (2017) | Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice | Abstract PDF (presented at NAACL 2018) |
| Julian Brooke, Jan Snajder, Timothy Baldwin | ||
| Vol 3 (2015) | Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents | Abstract PDF (presented at NAACL 2015) |
| Yufan Guo, Roi Reichart, Anna Korhonen | ||
| Vol 1 (2013) | Unsupervised Dependency Parsing with Acoustic Cues | Abstract PDF (presented at NAACL 2013) |
| John K. Pate, Sharon Goldwater | ||
| Vol 8 (2020) | Unsupervised Discourse Constituency Parsing Using Viterbi EM | Abstract Article at MIT Press |
| Noriki Nishida, Hideki Nakayama | ||
| Vol 2 (2014) | Unsupervised Discovery of Biographical Structure from Text | Abstract PDF (presented at NAACL 2015) |
| David Bamman, Noah A. Smith | ||
| Vol 6 (2018) | Unsupervised Grammar Induction with Depth-bounded PCFG | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Lifeng Jin, Finale Doshi-Velez, Timothy Miller, William Schuler, Lane Schwartz | ||
| Vol 3 (2015) | Unsupervised Identification of Translationese | Abstract PDF (presented at EMNLP 2015) |
| Ella Rabinovich, Shuly Wintner | ||
| Vol 5 (2017) | Unsupervised Learning of Morphological Forests | Abstract PDF (presented at ACL 2017) |
| Jiaming Luo, Karthik Narasimhan, Regina Barzilay | ||
| Vol 3 (2015) | Unsupervised Lexicon Discovery from Acoustic Input | Abstract PDF (presented at ACL 2016) |
| Chia-ying Lee, Timothy J. O'Donnell, James Glass | ||
| Vol 4 (2016) | Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models | Abstract PDF (presented at ACL 2016) |
| Karl Stratos, Michael Collins, Daniel Hsu | ||
| Vol 1 (2013) | Unsupervised Tree Induction for Tree-based Translation | Abstract PDF (Presented at ACL 2013) |
| Feifei Zhai, Jiajun Zhang, Yu Zhou, Chengqing Zong | ||
| Vol 6 (2018) | Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings | Abstract Article at MIT Press PDF (presented at NAACL 2018) |
| Hanan Aldarmaki, Mahesh Mohan, Mona Diab | ||
| Vol 1 (2013) | Using Pivot-Based Paraphrasing and Sentiment Profiles to Improve a Subjectivity Lexicon for Essay Data | Abstract PDF (Presented at ACL 2013) |
| Beata Beigman Klebanov, Nitin Madnani, Jill Burstein | ||
| Vol 4 (2016) | Utilizing Temporal Information for Taxonomy Construction | Abstract PDF |
| Anh Tuan Luu, Siu Cheung Hui, See Kiong Ng | ||
| Vol 6 (2018) | Video Captioning with Multi-Faceted Attention | Abstract Article at MIT Press PDF |
| Xiang Long, Chuang Gan, Gerard de Melo | ||
| Vol 5 (2017) | Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns | Abstract PDF (presented at ACL 2017) |
| Andrew J. Anderson, Douwe Kiela, Stephen Clark, Massimo Poesio | ||
| Vol 7 (2019) | Weakly Supervised Domain Detection | Abstract Article at MIT Press |
| Yumo Xu, Mirella Lapata | ||
| Vol 1 (2013) | Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions | Abstract PDF (presented at NAACL 2013) |
| Yoav Artzi, Luke Zettlemoyer | ||
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