Vol 6 (2018)

Table of Contents

Whodunnit? Crime Drama as a Case for Natural Language Understanding
Lea Frermann, Shay Cohen, Mirella Lapata
PDF (presented at ACL 2018)
1-15
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis, Mirella Lapata
PDF (presented at NAACL 2018)
17-31
Joint Semantic Synthesis and Morphological Analysis of the Derived Word
Ryan Cotterell, Hinrich Schütze
PDF (presented at ACL 2017)
33-48
Representation Learning for Grounded Spatial Reasoning
Michael Janner, Karthik Narasimhan, Regina Barzilay
PDF (presented at ACL 2018)
49-61
Learning Structured Text Representations
Yang Liu, Mirella Lapata
PDF (presented at NAACL 2018)
63-75
Event Time Extraction with a Decision Tree of Neural Classifiers
Nils Reimers, Nazanin Dehghani, Iryna Gurevych
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
PDF (presented at NAACL 2018)
91-106
Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak, David Mimno
PDF (presented at NAACL 2018)
107-119
Conversation Modeling on Reddit Using a Graph-Structured LSTM
Victoria Zayats, Mari Ostendorf
PDF (presented at EMNLP 2017)
121-132
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision
Guillem Collell, Marie-Francine Moens
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
PDF (presented at ACL 2018)
145-157
Mapping to Declarative Knowledge for Word Problem Solving
Subhro Roy, Dan Roth
PDF (presented at NAACL 2018)
159-172
Video Captioning with Multi-Faceted Attention
Xiang Long, Chuang Gan, Gerard de Melo
PDF
173-184
Unsupervised Word Mapping Using Structural Similarities in Monolingual Embeddings
Hanan Aldarmaki, Mahesh Mohan, Mona Diab
PDF (presented at NAACL 2018)
185-196
Knowledge Completion for Generics Using Guided Tensor Factorization
Hanie Sedghi, Ashish Sabharwal
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
PDF (presented at NAACL 2018)
211-224
Scheduled Multi-Task Learning: From Syntax to Translation
Eliyahu Kiperwasser, Miguel Ballesteros
PDF (presented at ACL 2018)
225-240
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results
Matt Crane
PDF (presented at NAACL 2018)
241-252
Do latent tree learning models identify meaningful structure in sentences?
Adina Williams, Andrew Drozdov, Samuel R. Bowman
PDF (presented at NAACL 2018)
253-267
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas, Dell Zhang, Mark Levene
PDF (presented at ACL 2018)
269-285
Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl, Pontus Stenetorp, Sebastian Riedel
PDF (presented at ACL 2018)
287-302
Leveraging Orthographic Similarity for Multilingual Neural Transliteration
Anoop Kunchukuttan, Mitesh Khapra, Gurneet Singh, Pushpak Bhattacharyya
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
PDF (presented at ACL 2018)
317-328
Native Language Cognate Effects on Second Language Lexical Choice
Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner
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
PDF (presented at ACL 2018)
343-356
Finding Convincing Arguments Using Scalable Bayesian Preference Learning
Edwin D Simpson, Iryna Gurevych
PDF (presented at ACL 2018)
357-371
Polite Dialogue Generation Without Parallel Data
Tong Niu, Mohit Bansal
PDF
373-389
Measuring the Evolution of a Scientific Field through Citation Frames
David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky
PDF (presented at ACL 2018)
391-406
Learning to Remember Translation History with a Continuous Cache
Zhaopeng Tu, Yang Liu, Shuming Shi, Tong Zhang
PDF
407-420
Universal Word Segmentation: Implementation and Interpretation
Yan Shao, Christian Hardmeier, Joakim Nivre
PDF
421-435
Generating Sentences by Editing Prototypes
Kelvin Guu, Tatsunori B. Hashimoto, Yonatan Oren, Percy Liang
PDF
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
PDF
451-465
Detecting Institutional Dialog Acts in Police Traffic Stops
Vinodkumar Prabhakaran, Camilla Griffiths, Hang Su, Prateek Verma, Nelson Morgan, Jennifer Eberhardt, Dan Jurafsky
PDF
467-481
Linear Algebraic Structure of Word Senses, with Applications to Polysemy
Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski
PDF
483-495
Low-Rank RNN Adaptation for Context-Aware Language Modeling
Aaron Jaech, Mari Ostendorf
PDF
497-510
Probabilistic Verb Selection for Data-to-Text Generation
Dell Zhang, Jiahao Yuan, Xiaoling Wang, Adam Foster
PDF
511-527
Neural Lattice Language Models
Jacob Buckman, Graham Neubig
PDF
529-541
Planning, Inference, and Pragmatics in Sequential Language Games
Fereshte Khani, Noah Goodman, Percy Liang
PDF
543-555