Browse Title Index


 
Issue Title
 
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 9 (2021) Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs Abstract   Article at MIT Press   Presented at EMNLP 2021
Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki, Desmond Elliott
 
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 10 (2022) MuSiQue: Multi-hop Questions via Single-hop Question Composition Abstract   Presented at NAACL 2022   Article at MIT Press
Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot, Ashish Sabharwal
 
Vol 4 (2016) Named Entity Recognition with Bidirectional LSTM-CNNs Abstract   PDF (presented at ACL 2016)
Jason P.C. Chiu, Eric Nichols
 
Vol 9 (2021) Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study Abstract   Article at MIT Press   Presented at NAACL 2022
Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su
 
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 8 (2020) Nested Named Entity Recognition via Second-best Sequence Learning and Decoding Abstract   Article at MIT Press   Presented at EMNLP 2020
Takashi Shibuya, Eduard Hovy
 
Vol 9 (2021) Neural Event Semantics for Grounded Language Understanding Abstract   Presented at ACL 2021   Article at MIT Press
Shyamal Buch, Li Fei-Fei, Noah Goodman
 
Vol 6 (2018) Neural Lattice Language Models Abstract   Article at MIT Press   PDF (presented at NAACL 2018)
Jacob Buckman, Graham Neubig
 
Vol 9 (2021) Neural Modeling for Named Entities and Morphology (NEMO^2) Abstract   Article at MIT Press
Dan Bareket, Reut Tsarfaty
 
Vol 7 (2019) Neural Network Acceptability Judgments Abstract   Article at MIT Press   (Presented at EMNLP 2019)
Alex Warstadt, Amanpreet Singh, Samuel R. Bowman
 
Vol 9 (2021) Neural OCR Post-Hoc Correction of Historical Corpora Abstract   Article at MIT Press   Presented at ACL 2021
Lijun Lyu, Maria Koutraki, Besnik Fetahu, Martin Krickl
 
Vol 10 (2022) Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference Abstract   Presented at ACL 2022   Article at MIT Press
Yufei Feng, Xiaoyu Yang, Xiaodan Zhu, Michael Greenspan
 
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 8 (2020) Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings Abstract   Article at MIT Press   Presented at EMNLP 2020
Vaibhav Kumar, Tenzin Singhay Bhotia, Vaibhav Kumar, Tanmoy Chakraborty
 
Vol 8 (2020) oLMpics - On what Language Model Pre-training Captures Abstract   Article at MIT Press   Presented at EMNLP 2020
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
 
Vol 9 (2021) On Generative Spoken Language Modeling from Raw Audio Abstract   Presented at EMNLP 2021   Article at MIT Press
Kushal Lakhotia, Evgeny Kharitonov, Wei-Ning Hsu, Yossi Adi, Adam Polyak, Benjamin Bolte, Tu-Anh Nguyen, Jade Copet, Alexei Baevski, Abdelrahman Mohamed, Emmanuel Dupoux
 
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 9 (2021) On the Difficulty of Translating Free-Order Case-Marking Languages Abstract   Presented at EMNLP 2021   Article at MIT Press
Arianna Bisazza, Stephan Sportel, Ahmet Ustun
 
Vol 9 (2021) On the Relationships Between the Grammatical Genders of Inanimate Nouns and Their Co-Occurring Adjectives and Verbs Abstract   Article at MIT Press   Presented at EMNLP 2021
Adina Williams, Lawrence Wolf-Sonkin, Damian Blasi, Hanna Wallach, Ryan D Cotterell
 
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 9 (2021) Optimizing over Subsequences Generates Context-Sensitive Languages Abstract   Presented at ACL 2021   Article at MIT Press
Andrew Lamont
 
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 10 (2022) Out-of-Domain Discourse Dependency Parsing via Bootstrapping: An Empirical Analysis on Its Effectiveness and Limitation Abstract   Remote   Article at MIT Press   Presented at ACL 2022
Noriki Nishida, Yuji Matsumoto
 
Vol 5 (2017) Overcoming Language Variation in Sentiment Analysis with Social Attention Abstract   PDF (presented at ACL 2017)
Yi Yang, Jacob Eisenstein
 
Vol 10 (2022) PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Abstract   Presented at ACL 2022   Article at MIT Press
Eyal Ben-David, Nadav Oved, Roi Reichart
 
Vol 9 (2021) PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Abstract   Presented at EMNLP 2021   Article at MIT Press
Patrick Lewis, Yuxiang Wu, Linqing Liu, Pasquale Minervini, Heinrich Küttler, Aleksandra Piktus, Pontus Stenetorp, Sebastian Riedel
 
Vol 2 (2014) Parallel Algorithms for Unsupervised Tagging Abstract   (Presented at ACL 2014)
Sujith Ravi, Sergei Vassilivitskii, Vibhor Rastogi
 
Vol 9 (2021) Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages Abstract   Presented at NAACL 2021   Article at MIT Press
Edoardo M. Ponti, Ivan Vulić, Ryan Cotterell, Marinela Parovic, Roi Reichart, Anna Korhonen
 
Vol 7 (2019) Paraphrase-Sense-Tagged Sentences Abstract   Article at MIT Press   (presented at ACL 2020)
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 9 (2021) ParsiNLU: A Suite of Language Understanding Challenges for Persian Abstract   Presented at EMNLP 2021   Article at MIT Press
Daniel Khashabi, Arman Cohan, Siamak Shakeri, Pedram Hosseini, Pouya Pezeshkpour, Malihe Alikhani, Moin Aminnaseri, Marzieh Bitaab, Faeze Brahman, Sarik Ghazarian, Mozhdeh Gheini, Arman Kabiri, Rabeeh Karimi Mahabadi, Omid Memarrast, Ahmadreza Mosallanezhad, Erfan Noury, Shahab Raji, Mohammad Sadegh Rasooli, Sepideh Sadeghi, Erfan Sadeqi Azer, Niloofar Safi Samghabadi, Mahsa Shafaei, Saber Sheybani, Ali Tazarv, Yadollah Yaghoobzadeh
 
Vol 9 (2021) Partially Supervised Named Entity Recognition via the Expected Entity Ratio Loss Abstract   Presented at EMNLP 2021   Article at MIT Press
Thomas Effland, Michael Collins
 
Vol 8 (2020) PERL: Pivot-based Domain Adaptation for Pre-trained Deep Contextualized Embedding Models Abstract   Article at MIT Press   Presented at EMNLP 2020
Eyal Ben David, Carmel Rabinovitz, Roi Reichart
 
Vol 7 (2019) Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing Abstract   Article at MIT Press   (presented at ACL 2020)
Amichay Doitch, Ram Yazdi, Tamir Hazan, Roi Reichart
 
Vol 8 (2020) Phonotactic Complexity and its Trade-offs Abstract   Article at MIT Press   (presented at ACL 2020)
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 9 (2021) Planning with Learned Entity Prompts for Abstractive Summarization Abstract   Article at MIT Press   Presented at ACL 2022
Shashi Narayan, Yao Zhao, Joshua Maynez, Gonçalo Simões, Vitaly Nikolaev, Ryan McDonald
 
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 10 (2022) Predicting Document Coverage for Relation Extraction Abstract   Presented at ACL 2022   Article at MIT Press
Sneha Singhania, Simon Razniewski, Gerhard Weikum
 
Vol 2 (2014) Predicting the Difficulty of Language Proficiency Tests Abstract   PDF (presented at NAACL 2015)
Lisa Beinborn, Torsten Zesch, Iryna Gurevych
 
Vol 9 (2021) Pretraining the Noisy Channel Model for Task-Oriented Dialogue Abstract   Presented at ACL 2021   Article at MIT Press
Qi Liu, Lei Yu, Laura Rimell, Phil Blunsom
 
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 9 (2021) Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand? Abstract   Presented at EMNLP 2021   Article at MIT Press
William Cooper Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith
 
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 9 (2021) QED: A Framework and Dataset for Explanations in Question Answering Abstract   Presented at ACL 2021   Article at MIT Press
Matthew Lamm, Jennimaria Palomaki, Chris Alberti, Daniel Andor, Eunsol Choi, Livio Baldini Soares, Michael Collins
 
Vol 10 (2022) Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets Abstract   Remote   Article at MIT Press   Presented at ACL 2022
Julia Kreutzer, Isaac Caswell, Lisa Wang, Ahsan Wahab, Daan van Esch, Nasanbayar Ulzii-Orshikh, Allahsera Auguste Tapo, Nishant Subramani, Artem Sokolov, Claytone Sikasote, Monang Setyawan, Supheakmungkol Sarin, Sokhar Samb, Benoît Sagot, Clara Rivera, Annette Rios, Isabel Papadimitriou, Salomey Osei, Pedro Ortiz Suarez, Iroro Fred Ọ̀nọ̀mẹ̀ Orife, Kelechi Ogueji, Rubungo Andre Niyongabo, Toan Nguyen, Mathias Müller, André Müller, Shamsuddeen Hassan Muhammad, Nanda Muhammad, Ayanda Mnyakeni, Jamshidbek Mirzakhalov, Tapiwanashe Matangira, Colin Leong, Nze Lawson, Sneha Kudugunta, Yacine Jernite, Mathias Jenny, Orhan Firat, Bonaventure Femi Pancrace Dossou, Sakhile Dlamini, Nisansa de Silva, Sakine Çabuk Ballı, Stella Biderman, Alessia Battisti, Ahmed Baruwa, Ankur Bapna, Pallavi Baljekar, Israel Abebe Azime, Ayodele Awokoya, Duygu Ataman, Orevaoghene Ahia, Oghenefego Ahia, Sweta Agrawal, Mofetoluwa Adeyemi
 
Vol 9 (2021) Quantifying Cognitive Factors in Lexical Decline Abstract   Article at MIT Press   Presented at ACL 2022
David Francis, Ella Rabinovich, Samir Farhan, David Mortensen, Suzanne Stevenson
 
Vol 9 (2021) Quantifying Social Biases in NLP: A Generalization and Empirical Comparison of Extrinsic Fairness Metrics Abstract   Article at MIT Press   Presented at ACL 2022
Paula Czarnowska, Yogarshi Vyas, Kashif Shah
 
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 9 (2021) Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement Abstract   Presented at EACL 2021
Alireza Mohammadshahi, James Henderson
 
Vol 9 (2021) Reducing Confusion in Active Learning for Part-Of-Speech Tagging Abstract   Article at MIT Press   Presented at NAACL 2021
Aditi Chaudhary, Zaid Sheikh, Antonis Anastasopoulos, Graham Neubig
 
Vol 10 (2022) Relational Memory Augmented Language Models Abstract   Presented at ACL 2022   Article at MIT Press
Qi Liu, Dani Yogatama, Phil Blunsom
 
Vol 9 (2021) Relevance-guided Supervision for OpenQA with ColBERT Abstract   Presented at ACL 2021   Article at MIT Press
Omar Khattab, Christopher Potts, Matei Zaharia
 
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 8 (2020) Reproducible and Efficient Benchmarks for Hyperparameter Optimization of Neural Machine Translation Systems Abstract   Article at MIT Press   Presented at EMNLP 2020
Xuan Zhang, Kevin Duh
 
Vol 10 (2022) Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Abstract   Presented at ACL 2022   Article at MIT Press
Gregor Geigle, Jonas Pfeiffer, Nils Reimers, Ivan Vulić, Iryna Gurevych
 
Vol 9 (2021) Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes Abstract   Article at MIT Press   Presented at EMNLP 2021
Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan
 
Vol 9 (2021) Revisiting Multi-Domain Machine Translation Abstract   Article at MIT Press   Presented at EACL 2021
Minh Quang PHAM, Josep CREGO, François YVON
 
Vol 9 (2021) Revisiting Negation in Neural Machine Translation Abstract   Presented at ACL 2021   Article at MIT Press
Gongbo Tang, Philipp Rönchen, Rico Sennrich, Joakim Nivre
 
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 10 (2022) Samanantar: The Largest Publicly Available Parallel Corpora Collection For 11 Indic Languages Abstract   Article at MIT Press   Presented at ACL 2022
Gowtham Ramesh, Sumanth Doddapaneni, Aravinth Bheemaraj, Mayank Jobanputra, Raghavan AK, Ajitesh Sharma, Sujit Sahoo, Harshita Diddee, Mahalakshmi J, Divyanshu Kakwani, Navneet Kumar, Aswin Pradeep, Srihari Nagaraj, Kumar Deepak, Vivek Raghavan, Anoop Kunchukuttan, Pratyush Kumar, Mitesh Shantadevi Khapra
 
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 9 (2021) Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Abstract   Article at MIT Press   Presented at ACL 2022
Timo Schick, Sahana Udupa, Hinrich Schütze
 
Vol 9 (2021) Self-supervised Regularization for Text Classification Abstract   Presented at NAACL 2021   Article at MIT Press
Meng Zhou, Zechen Li, Pengtao Xie
 
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 9 (2021) Sensitivity as a Complexity Measure for Sequence Classification Tasks Abstract   Article at MIT Press   Presented at EMNLP 2021
Michael Hahn, Dan Jurafsky, Richard Futrell
 
Vol 10 (2022) Sentence Similarity Based on Contexts Abstract   Presented at ACL 2022   Article at MIT Press
Xiaofei Sun, Yuxian Meng, Xiang Ao, Fei Wu, Tianwei Zhang, Jiwei Li, Chun Fan
 
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) Sketch-Driven Regular Expression Generation from Natural Language and Examples Abstract   Article at MIT Press   Presented at EMNLP 2020
Xi Ye, Qiaochu Chen, Xinyu Wang, Isil Dillig, Greg Durrett
 
Vol 9 (2021) SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Abstract   Presented at ACL 2021   Article at MIT Press
Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Jianfeng Gao
 
Vol 8 (2020) SpanBERT: Improving Pre-training by Representing and Predicting Spans Abstract   Article at MIT Press   (presented at ACL 2020)
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 9 (2021) Sparse, Dense, and Attentional Representations for Text Retrieval Abstract   Presented at NAACL 2021   Article at MIT Press
Yi Luan, Jacob Eisenstein, Kristina Toutanova, Michael Collins
 
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   (Presented at EMNLP 2019)
Vered Shwartz, Ido Dagan
 
Vol 9 (2021) Strong Equivalence of TAG and CCG Abstract   Presented at ACL 2021   Article at MIT Press
Lena Katharina Schiffer, Andreas Maletti
 
Vol 9 (2021) Structured Self-Supervised Pretraining for Commonsense Knowledge Graph Completion Abstract   Article at MIT Press
Jiayuan Huang, Yangkai Du, Shuting Tao, Kun Xu, Pengtao Xie
 
Vol 10 (2022) SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization Abstract   Article at MIT Press   Presented at ACL 2022
Philippe Laban, Tobias Schnabel, Paul Bennett, Marti Hearst
 
Vol 9 (2021) SummEval: Re-evaluating Summarization Evaluation Abstract   Article at MIT Press   Presented at ACL 2021
Alexander R. Fabbri, Wojciech Kryscinski, Bryan McCann, Caiming Xiong, Richard Socher, Dragomir Radev
 
Vol 9 (2021) Supertagging the Long Tail with Tree-Structured Decoding of Complex Categories Abstract   Presented at EACL 2021   Article at MIT Press
Jakob Prange, Nathan Schneider, Vivek Srikumar
 
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 8 (2020) Syntactic Structure Distillation Pretraining for Bidirectional Encoders Abstract   Article at MIT Press   Presented at EMNLP 2020
Adhiguna Kuncoro, Lingpeng Kong, Daniel Fried, Dani Yogatama, Laura Rimell, Chris Dyer, Phil Blunsom
 
Vol 7 (2019) Syntax-aware Semantic Role Labeling without Parsing Abstract   Article at MIT Press   (presented at ACL 2019)
Rui Cai, Mirella Lapata
 
Vol 8 (2020) Syntax-Guided Controlled Generation of Paraphrases Abstract   Article at MIT Press   (presented at ACL 2020)
Ashutosh Kumar, Kabir Ahuja, Raghuram Vadapalli, Partha Talukdar
 
Vol 8 (2020) Synthesizing Parallel Data of User-Generated Texts with Zero-Shot Neural Machine Translation Abstract   Article at MIT Press   Presented at ACL 2021
Benjamin Marie, Atsushi Fujita
 
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   (presented at ACL 2020)
Michael Hahn, Marco Baroni
 
Vol 8 (2020) Target-Guided Structured Attention Network for Target-dependent Sentiment Analysis Abstract   Article at MIT Press   (presented at ACL 2020)
Ji Zhang, Chengyao Chen, Pengfei Liu, Chao He, Cane Wing-Ki Leung
 
Vol 8 (2020) Task-Oriented Dialogue as Dataflow Synthesis Abstract   Article at MIT Press   Presented at EMNLP 2020
Jacob Andreas, John Bufe, David Burkett, Charles Chen, Josh Clausman, Jean Crawford, Kate Crim, Jordan DeLoach, Leah Dorner, Jason Eisner, Hao Fang, Alan Guo, David Hall, Kristin Hayes, Kellie Hill, Diana Ho, Wendy Iwaszuk, Smriti Jha, Dan Klein, Jayant Krishnamurthy, Theo Lanman, Percy Liang, Christopher H Lin, Ilya Lintsbakh, Andy McGovern, Aleksandr Nisnevich, Adam Pauls, Dmitrij Petters, Brent Read, Dan Roth, Subhro Roy, Jesse Rusak, Beth Short, Div Slomin, Ben Snyder, Stephon Striplin, Yu Su, Zachary Tellman, Sam Thomson, Andrei Vorobev, Izabela Witoszko, Jason Wolfe, Abby Wray, Yuchen Zhang, Alexander Zotov
 
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 10 (2022) The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation Abstract   Presented at ACL 2022   Article at MIT Press
Naman Goyal, Cynthia Gao, Vishrav Chaudhary, Peng-Jen Chen, Guillaume Wenzek, Da Ju, Sanjana Krishnan, Marc’Aurelio Ranzato, Francisco Guzmán, Angela Fan
 
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) The Return of Lexical Dependencies: Neural Lexicalized PCFGs Abstract   Article at MIT Press   Presented at EMNLP 2020
Hao Zhu, Yonatan Bisk, Graham Neubig
 
Vol 8 (2020) Theoretical Limitations of Self-Attention in Neural Sequence Models Abstract   Article at MIT Press   (presented at ACL 2020)
Michael Hahn
 
Vol 9 (2021) There Once Was a Really Bad Poet, It Was Automated but You Didn’t Know It Abstract   Presented at NAACL 2021   Article at MIT Press
Jianyou Wang, Cynthia Rudin, Yuren Zhou, Chris Suh, Xiaoxuan Zhang
 
Vol 10 (2022) Time-Aware Language Models as Temporal Knowledge Bases Abstract   Presented at ACL 2022   Article at MIT Press
Bhuwan Dhingra, Jeremy Cole, Julian Eisenschlos, Daniel Gillick, Jacob Eisenstein, William Cohen
 
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 8 (2020) Topic Modeling in Embedding Spaces Abstract   Article at MIT Press   Presented at EMNLP 2020
Adji Bousso Dieng, Francisco J.R. Ruiz, David Blei
 
Vol 10 (2022) TopiOCQA: Open-domain Conversational Question Answering with Topic Switching Abstract   Presented at ACL 2022   Article at MIT Press
Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman, Harm de Vries, Siva Reddy
 
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 10 (2022) Towards General Natural Language Understanding with Probabilistic Worldbuilding Abstract   Presented at ACL 2022   Article at MIT Press
Abulhair Saparov, Tom Mitchell
 
Vol 9 (2021) Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary Abstract   Presented at ACL 2021   Article at MIT Press
Daniel Deutsch, Tania Bedrax-Weiss, Dan Roth
 
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 8 (2020) TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages Abstract   Article at MIT Press   (presented at ACL 2020)
Jonathan H Clark, Jennimaria Palomaki, Vitaly Nikolaev, Eunsol Choi, Dan Garrette, Michael Collins, Tom Kwiatkowski
 
Vol 10 (2022) Ultra-fine Entity Typing with Indirect Supervision from Natural Language Inference Abstract   Presented at NAACL 2022   Article at MIT Press
Bangzheng Li, Wenpeng Yin, Muhao Chen
 
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 9 (2021) Unsupervised Abstractive Opinion Summarization by Generating Sentences with Tree-Structured Topic Guidance Abstract   Article at MIT Press   Presented at EMNLP 2021
Masaru Isonuma, Junichiro Mori, Danushka Bollegala, Ichiro Sakata
 
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 8 (2020) Unsupervised Bitext Mining and Translation via Self-trained Contextual Embeddings Abstract   Article at MIT Press   Presented at NAACL 2021
Phillip Keung, Julian Salazar, Yichao Lu, Noah Smith
 
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   (presented at ACL 2020)
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 9 (2021) Unsupervised Learning of KB Queries in Task-Oriented Dialogs Abstract   Article at MIT Press   Presented at ACL 2021
Dinesh Raghu, Nikhil Gupta, . Mausam
 
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 8 (2020) Unsupervised Quality Estimation for Neural Machine Translation Abstract   Article at MIT Press   Presented at EMNLP 2020
Marina Fomicheva, Shuo Sun, Lisa Yankovskaya, Frédéric Blain, Francisco Guzmán, Mark Fishel, Nikolaos Aletras, Vishrav Chaudhary, Lucia Specia
 
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 10 (2022) VILA: Improving Structured Content Extraction from Scientific PDFs Using Visual Layout Groups Abstract   Presented at ACL 2022   Article at MIT Press
Zejiang Shen, Kyle Lo, Lucy Lu Wang, Bailey Kuehl, Daniel Sabey Weld, Doug Downey
 
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   (Presented at EMNLP 2019)
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
 
Vol 9 (2021) Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity Abstract   Article at MIT Press   Presented at ACL 2022
Juri Opitz, Anette Frank, Angel Daza
 
Vol 8 (2020) What BERT is Not: Lessons from a New Suite of Psycholinguistic Diagnostics for Language Models Abstract   Article at MIT Press   (presented at ACL 2020)
Allyson Ettinger
 
Vol 8 (2020) What Does My QA Model Know? Devising Controlled Probes using Expert Abstract   Article at MIT Press   Presented at EMNLP 2020
Kyle Richardson, Ashish Sabharwal
 
Vol 9 (2021) What Helps Transformers Recognize Conversational Structure? Importance of Context, Punctuation, and Labels in Dialog Act Recognition Abstract   Article at MIT Press
Piotr Zelasko, Raghavendra Pappagari, Najim Dehak
 
Vol 1 (2013) What Makes Writing Great? First Experiments on Article Quality Prediction in the Science Journalism Domain Abstract   PDF (Presented at ACL 2013)
Annie Louis, Ani Nenkova
 
Vol 7 (2019) What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations Abstract   Article at MIT Press   (presented at ACL 2019)
Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael Lyu, Irwin King
 
Vol 7 (2019) Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution Abstract   Article at MIT Press   (Presented at EMNLP 2019)
Yanai Elazar, Yoav Goldberg
 
Vol 3 (2015) Which Step Do I Take First? Troubleshooting with Bayesian Models Abstract   PDF (presented at EMNLP 2015)
Annie Louis, Mirella Lapata
 
Vol 6 (2018) Whodunnit? Crime Drama as a Case for Natural Language Understanding Abstract   Article at MIT Press   PDF (presented at ACL 2018)
Lea Frermann, Shay Cohen, Mirella Lapata
 
Vol 9 (2021) WikiAsp: A Dataset for Multi-domain Aspect-based Summarization Abstract   Presented at NAACL 2021   Article at MIT Press
Hiroaki Hayashi, Prashant Budania, Peng Wang, Chris Ackerson, Raj Neervannan, Graham Neubig
 
Vol 5 (2017) Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes Abstract   PDF (presented at ACL 2017)
Lu Wang, Nick Beauchamp, Sarah Shugars, Kechen Qin
 
Vol 10 (2022) Word Acquisition in Neural Language Models Abstract   Article at MIT Press   Presented at ACL 2022
Tyler A Chang, Benjamin K Bergen
 
Vol 4 (2016) Word Embeddings as Metric Recovery in Semantic Spaces Abstract   PDF (presented at ACL 2016)
Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola
 
Vol 9 (2021) Word Representation Learning in Multimodal Pre-Trained Transformers: An Intrinsic Evaluation Abstract   Article at MIT Press   Presented at ACL 2022
Sandro Pezzelle, Ece Takmaz, Raquel Fernández
 
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