Vol 6 (2018)

Table of Contents

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)
1-15
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis, Mirella Lapata
Article at MIT Press PDF (presented at NAACL 2018)
17-31
Joint Semantic Synthesis and Morphological Analysis of the Derived Word
Ryan Cotterell, Hinrich Schütze
Article at MIT Press PDF (presented at ACL 2017)
33-48
Representation Learning for Grounded Spatial Reasoning
Michael Janner, Karthik Narasimhan, Regina Barzilay
Article at MIT Press PDF (presented at ACL 2018)
49-61
Learning Structured Text Representations
Yang Liu, Mirella Lapata
Article at MIT Press PDF (presented at NAACL 2018)
63-75
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)
77-89
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)
91-106
Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak, David Mimno
Article at MIT Press PDF (presented at NAACL 2018)
107-119
Conversation Modeling on Reddit Using a Graph-Structured LSTM
Victoria Zayats, Mari Ostendorf
Article at MIT Press PDF (presented at EMNLP 2017)
121-132
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision
Guillem Collell, Marie-Francine Moens
Article at MIT Press PDF (presented at ACL 2018)
133-144
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)
145-157
Mapping to Declarative Knowledge for Word Problem Solving
Subhro Roy, Dan Roth
Article at MIT Press PDF (presented at NAACL 2018)
159-172
Video Captioning with Multi-Faceted Attention
Xiang Long, Chuang Gan, Gerard de Melo
Article at MIT Press PDF
173-184
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings
Hanan Aldarmaki, Mahesh Mohan, Mona Diab
Article at MIT Press PDF (presented at NAACL 2018)
185-196
Knowledge Completion for Generics Using Guided Tensor Factorization
Hanie Sedghi, Ashish Sabharwal
Article at MIT Press PDF (presented at NAACL 2018)
197-210
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)
211-224
Scheduled Multi-Task Learning: From Syntax to Translation
Eliyahu Kiperwasser, Miguel Ballesteros
Article at MIT Press PDF (presented at ACL 2018)
225-240
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results
Matt Crane
Article at MIT Press PDF (presented at NAACL 2018)
241-252
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)
253-267
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas, Dell Zhang, Mark Levene
Article at MIT Press PDF (presented at ACL 2018)
269-285
Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl, Pontus Stenetorp, Sebastian Riedel
Article at MIT Press PDF (presented at ACL 2018)
287-302
Leveraging Orthographic Similarity for Multilingual Neural Transliteration
Anoop Kunchukuttan, Mitesh Khapra, Gurneet Singh, Pushpak Bhattacharyya
Article at MIT Press PDF (presented at ACL 2018)
303-316
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)
317-328
Native Language Cognate Effects on Second Language Lexical Choice
Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner
Article at MIT Press PDF (presented at ACL 2018)
329-342
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)
343-356
Finding Convincing Arguments Using Scalable Bayesian Preference Learning
Edwin D Simpson, Iryna Gurevych
Article at MIT Press PDF (presented at ACL 2018)
357-371
Polite Dialogue Generation Without Parallel Data
Tong Niu, Mohit Bansal
Article at MIT Press PDF (Presented at EMNLP 2018)
373-389
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)
391-406
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)
407-420
Universal Word Segmentation: Implementation and Interpretation
Yan Shao, Christian Hardmeier, Joakim Nivre
Article at MIT Press PDF (Presented at EMNLP 2018)
421-435
Generating Sentences by Editing Prototypes
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang
Article at MIT Press PDF (presented at ACL 2018)
437-450
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)
451-465
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)
467-481
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)
483-495
Low-Rank RNN Adaptation for Context-Aware Language Modeling
Aaron Jaech, Mari Ostendorf
Article at MIT Press PDF (Presented at EMNLP 2018)
497-510
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
511-527
Neural Lattice Language Models
Jacob Buckman, Graham Neubig
Article at MIT Press PDF (presented at NAACL 2018)
529-541
Planning, Inference, and Pragmatics in Sequential Language Games
Fereshte Khani, Noah Goodman, Percy Liang
Article at MIT Press PDF (presented at NAACL 2019)
543-555
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)
557-570
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)
571-585
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)
587-604
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)
605-617
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)
619-633
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)
635-649
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)
651-665
Surface Statistics of an Unknown Language Indicate How to Parse It
Dingquan Wang, Jason Eisner
Article at MIT Press (presented at EMNLP 2018)
667-685
Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms
Wenpeng Yin, Hinrich Schütze
Article at MIT Press (presented at NAACL 2019)
687-702
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)
703-717