Vol 6 (2018)

Table of Contents

Whodunnit? Crime Drama as a Case for Natural Language Understanding
Lea Frermann, Shay Cohen, Mirella Lapata
PDF
1-15
Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis, Mirella Lapata
PDF
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
49-61
Learning Structured Text Representations
Yang Liu, Mirella Lapata
PDF
63-75
Event Time Extraction with a Decision Tree of Neural Classifiers
Nils Reimers, Nazanin Dehghani, Iryna Gurevych
PDF
77-89
Towards Evaluating Narrative Quality In Student Writing
Swapna Somasundaran, Michael Flor, Martin Chodorow, Hillary Molloy, Binod Gyawali, Laura McCulla
Untitled PDF
91-106
Evaluating the Stability of Embedding-based Word Similarities
Maria Antoniak, David Mimno
PDF
107-119
Conversation Modeling on Reddit Using a Graph-Structured LSTM
Victoria Zayats, Mari Ostendorf
PDF
121-132
Learning Representations Specialized in Spatial Knowledge: Leveraging Language and Vision
Guillem Collell, Marie-Francine Moens
PDF
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
145-157
Mapping to Declarative Knowledge for Word Problem Solving
Subhro Roy, Dan Roth
PDF
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
185-196
Knowledge Completion for Generics Using Guided Tensor Factorization
Hanie Sedghi, Ashish Sabharwal
Untitled PDF
197-210
Unsupervised Grammar Induction with Depth-bounded PCFG
Lifeng Jin, Finale Doshi-Velez, Timothy Miller, William Schuler, Lane Schwartz
PDF
211-224
Scheduled Multi-Task Learning: From Syntax to Translation
Eliyahu Kiperwasser, Miguel Ballesteros
PDF
225-240
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results
Matt Crane
PDF
241-252
Do latent tree learning models identify meaningful structure in sentences?
Adina Williams, Andrew Drozdov, Samuel R. Bowman
PDF
253-267
Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora
Andrius Mudinas, Dell Zhang, Mark Levene
PDF
269-285
Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl, Pontus Stenetorp, Sebastian Riedel
PDF
287-302
Leveraging Orthographic Similarity for Multilingual Neural Transliteration
Anoop Kunchukuttan, Mitesh Khapra, Gurneet Singh, Pushpak Bhattacharyya
PDF
303-316
The NarrativeQA Reading Comprehension Challenge
Tomas Kocisky, Jonathan Schwarz, Phil Blunsom, Chris Dyer, Karl Moritz Hermann, Gabor Melis, Edward Grefenstette
PDF
317-328
Native Language Cognate Effects on Second Language Lexical Choice
Ella Rabinovich, Yulia Tsvetkov, Shuly Wintner
PDF
329-342
From Characters to Time Intervals: New Paradigms for Evaluation and Neural Parsing of Time Normalizations
Egoitz Laparra, Dongfang Xu, Steven Bethard
PDF
343-356
Finding Convincing Arguments Using Scalable Bayesian Preference Learning
Edwin D Simpson, Iryna Gurevych
PDF
357-371
Polite Dialogue Generation Without Parallel Data
Tong Niu, Mohit Bansal
PDF
273-389
Measuring the Evolution of a Scientific Field through Citation Frames
David Jurgens, Srijan Kumar, Raine Hoover, Dan McFarland, Dan Jurafsky
PDF
391-406