Whodunnit? Crime Drama as a Case for Natural Language Understanding Lea Frermann, Shay Cohen, Mirella Lapata Article at MIT Press PDF (presented at ACL 2018)
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis Stefanos Angelidis, Mirella Lapata Article at MIT Press PDF (presented at NAACL 2018)
Joint Semantic Synthesis and Morphological Analysis of the Derived Word Ryan Cotterell, Hinrich Schütze Article at MIT Press PDF (presented at ACL 2017)
Representation Learning for Grounded Spatial Reasoning Michael Janner, Karthik Narasimhan, Regina Barzilay Article at MIT Press PDF (presented at ACL 2018)
Learning Structured Text Representations Yang Liu, Mirella Lapata Article at MIT Press PDF (presented at NAACL 2018)
Event Time Extraction with a Decision Tree of Neural Classifiers Nils Reimers, Nazanin Dehghani, Iryna Gurevych Article at MIT Press PDF (presented at NAACL 2018)
Towards Evaluating Narrative Quality In Student Writing Swapna Somasundaran, Michael Flor, Martin Chodorow, Hillary Molloy, Binod Gyawali, Laura McCulla Article at MIT Press PDF (presented at NAACL 2018)
Evaluating the Stability of Embedding-based Word Similarities Maria Antoniak, David Mimno Article at MIT Press PDF (presented at NAACL 2018)
Conversation Modeling on Reddit Using a Graph-Structured LSTM Victoria Zayats, Mari Ostendorf Article at MIT Press PDF (presented at EMNLP 2017)
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision Guillem Collell, Marie-Francine Moens Article at MIT Press PDF (presented at ACL 2018)
Modeling Past and Future for Neural Machine Translation Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu Article at MIT Press PDF (presented at ACL 2018)
Mapping to Declarative Knowledge for Word Problem Solving Subhro Roy, Dan Roth Article at MIT Press PDF (presented at NAACL 2018)
Video Captioning with Multi-Faceted Attention Xiang Long, Chuang Gan, Gerard de Melo Article at MIT Press PDF
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings Hanan Aldarmaki, Mahesh Mohan, Mona Diab Article at MIT Press PDF (presented at NAACL 2018)
Knowledge Completion for Generics Using Guided Tensor Factorization Hanie Sedghi, Ashish Sabharwal Article at MIT Press PDF (presented at NAACL 2018)
Unsupervised Grammar Induction with Depth-bounded PCFG Lifeng Jin, Finale Doshi-Velez, Timothy Miller, William Schuler, Lane Schwartz Article at MIT Press PDF (presented at NAACL 2018)
Scheduled Multi-Task Learning: From Syntax to Translation Eliyahu Kiperwasser, Miguel Ballesteros Article at MIT Press PDF (presented at ACL 2018)
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results Matt Crane Article at MIT Press PDF (presented at NAACL 2018)
Do latent tree learning models identify meaningful structure in sentences? Adina Williams, Andrew Drozdov, Samuel R. Bowman Article at MIT Press PDF (presented at NAACL 2018)
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora Andrius Mudinas, Dell Zhang, Mark Levene Article at MIT Press PDF (presented at ACL 2018)
Constructing Datasets for Multi-hop Reading Comprehension Across Documents Johannes Welbl, Pontus Stenetorp, Sebastian Riedel Article at MIT Press PDF (presented at ACL 2018)
Leveraging Orthographic Similarity for Multilingual Neural Transliteration Anoop Kunchukuttan, Mitesh Khapra, Gurneet Singh, Pushpak Bhattacharyya Article at MIT Press PDF (presented at ACL 2018)
The NarrativeQA Reading Comprehension Challenge Tomas Kocisky, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gabor Melis, Edward Grefenstette Article at MIT Press PDF (presented at ACL 2018)
Native Language Cognate Effects on Second Language Lexical Choice Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner Article at MIT Press PDF (presented at ACL 2018)
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations Egoitz Laparra, Dongfang Xu, Steven Bethard Article at MIT Press PDF (presented at ACL 2018)
Finding Convincing Arguments Using Scalable Bayesian Preference Learning Edwin D Simpson, Iryna Gurevych Article at MIT Press PDF (presented at ACL 2018)
Polite Dialogue Generation Without Parallel Data Tong Niu, Mohit Bansal Article at MIT Press PDF (Presented at EMNLP 2018)
Measuring the Evolution of a Scientific Field through Citation Frames David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky Article at MIT Press PDF (presented at ACL 2018)
Learning to Remember Translation History with a Continuous Cache Zhaopeng Tu, Yang Liu, Shuming Shi, Tong Zhang Article at MIT Press PDF (presented at ACL 2018)
Universal Word Segmentation: Implementation and Interpretation Yan Shao, Christian Hardmeier, Joakim Nivre Article at MIT Press PDF (Presented at EMNLP 2018)
Generating Sentences by Editing Prototypes Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang Article at MIT Press PDF (presented at ACL 2018)
Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, Jason Naradowsky, Roi Reichart, Anna Korhonen Article at MIT Press PDF (Presented at EMNLP 2018)
Detecting Institutional Dialog Acts in Police Traffic Stops Vinodkumar Prabhakaran, Camilla Griffiths, Hang Su, Prateek Verma, Nelson Morgan, Jennifer Eberhardt, Dan Jurafsky Article at MIT Press PDF (presented at ACL 2018)
Linear Algebraic Structure of Word Senses, with Applications to Polysemy Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski Article at MIT Press PDF (Presented at EMNLP 2018)
Low-Rank RNN Adaptation for Context-Aware Language Modeling Aaron Jaech, Mari Ostendorf Article at MIT Press PDF (Presented at EMNLP 2018)
Probabilistic Verb Selection for Data-to-Text Generation Dell Zhang, Jiahao Yuan, Xiaoling Wang, Adam Foster Article at MIT Press (presented at ACL 2019) PDF
Neural Lattice Language Models Jacob Buckman, Graham Neubig Article at MIT Press PDF (presented at NAACL 2018)
Planning, Inference, and Pragmatics in Sequential Language Games Fereshte Khani, Noah Goodman, Percy Liang Article at MIT Press PDF (presented at NAACL 2019)
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger Article at MIT Press (presented at EMNLP 2018)
Comparing Bayesian Models of Annotation Silviu Paun, Bob Carpenter, Jon Chamberlain, Dirk Hovy, Udo Kruschwitz, Massimo Poesio Article at MIT Press (presented at EMNLP 2018)
Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science Emily M. Bender, Batya Friedman Article at MIT Press (presented at NAACL 2019)
Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns Kellie Webster, Marta Recasens, Vera Axelrod, Jason Baldridge Article at MIT Press (presented at NAACL 2019)
Exploring Neural Methods for Parsing Discourse Representation Structures Rik van Noord, Lasha Abzianidze, Antonio Toral, Johan Bos Article at MIT Press (presented at ACL 2019)
Integrating Weakly Supervised Word Sense Disambiguation into Neural Machine Translation Xiao Pu, Nikolaos Pappas, James Henderson, Andrei Popescu-Belis Article at MIT Press (presented at ACL 2019)
Recurrent Neural Networks in Linguistic Theory: Revisiting Pinker and Prince (1988) and the Past Tense Debate Christo Kirov, Ryan Cotterell Article at MIT Press (presented at EMNLP 2018)
Surface Statistics of an Unknown Language Indicate How to Parse It Dingquan Wang, Jason Eisner Article at MIT Press (presented at EMNLP 2018)
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms Wenpeng Yin, Hinrich Schütze Article at MIT Press (presented at NAACL 2019)
Learning Typed Entailment Graphs with Global Soft Constraints Mohammad Javad Hosseini, Nathanael Chambers, Siva Reddy, Xavier R. Holt, Shay B. Cohen, Mark Johnson, Mark Steedman Article at MIT Press (presented at ACL 2019)