Evaluating Visual Representations for Topic Understanding and Their Effects on Manually Generated Labels Alison Smith, Tak Yeon Lee, Forough Poursabzi-Sangdeh, Jordan Boyd-Graber, Niklas Elmqvist, Leah Findlater PDF (presented at ACL 2017)
Visually Grounded and Textual Semantic Models Differentially Decode Brain Activity Associated with Concrete and Abstract Nouns Andrew J. Anderson, Douwe Kiela, Stephen Clark, Massimo Poesio PDF (presented at ACL 2017)
Modelling Semantic Expectation: Using Script Knowledge for Referent Prediction Ashutosh Modi, Ivan Titov, Vera Demberg, Asad Sayeed, Manfred Pinkal PDF (presented at ACL 2017)
Shift-Reduce Constituent Parsing with Neural Lookahead Features Jiangming Liu, Yue Zhang PDF (presented at EACL 2017)
A Polynomial-Time Dynamic Programming Algorithm for Phrase-Based Decoding with a Fixed Distortion Limit Yin-Wen Chang, Michael Collins PDF (presented at ACL 2017)
A Generative Model of Phonotactics Richard Futrell, Adam Albright, Peter Graff, Timothy J. O'Donnell PDF (presented at ACL 2017)
Context Gates for Neural Machine Translation Zhaopeng Tu, Yang Liu, Zhengdong Lu, Xiaohua Liu, Hang Li PDF (presented at ACL 2017)
Cross-Sentence N-ary Relation Extraction with Graph LSTMs Nanyun Peng, Hoifung Poon, Chris Quirk, Kristina Toutanova, Wen-tau Yih PDF (presented at ACL 2017)
Automatically Tagging Constructions of Causation and Their Slot-Fillers Jesse Dunietz, Lori Levin, Jaime Carbonell PDF (presented at EACL 2017)
Enriching Word Vectors with Subword Information Piotr Bojanowski, Edouard Grave, Armand Joulin, Tomas Mikolov PDF (presented at ACL 2017)
Fine-Grained Prediction of Syntactic Typology: Discovering Latent Structure with Supervised Learning Dingquan Wang, Jason Eisner PDF (presented at ACL 2017)
Nonparametric Bayesian Semi-supervised Word Segmentation Ryo Fujii, Ryo Domoto, Daichi Mochihashi PDF (presented at EMNLP 2017)
Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora Jooyeon Kim, Dongwoo Kim, Alice Oh PDF (presented at EMNLP 2017)
Pushing the Limits of Translation Quality Estimation André F.T. Martins, Marcin Junczys-Dowmunt, Fabio N. Kepler, Ramón Astudillo, Chris Hokamp, Roman Grundkiewicz PDF (presented at ACL 2017)
Winning on the Merits: The Joint Effects of Content and Style on Debate Outcomes Lu Wang, Nick Beauchamp, Sarah Shugars, Kechen Qin PDF (presented at ACL 2017)
Domain-Targeted, High Precision Knowledge Extraction Bhavana Dalvi Mishra, Niket Tandon, Peter Clark PDF (presented at ACL 2017)
Sparse Coding of Neural Word Embeddings for Multilingual Sequence Labeling Gábor Berend PDF (presented at ACL 2017)
Learning to Prune: Exploring the Frontier of Fast and Accurate Parsing Tim Vieira, Jason Eisner PDF (presented at ACL 2017)
Cross-Lingual Syntactic Transfer with Limited Resources Mohammad Sadegh Rasooli, Michael Collins PDF (presented at NAACL 2018)
Overcoming Language Variation in Sentiment Analysis with Social Attention Yi Yang, Jacob Eisenstein PDF (presented at ACL 2017)
Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, Ira Leviant, Roi Reichart, Milica Gašić, Anna Korhonen, Steve Young PDF (presented at EMNLP 2017)
Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding Will Monroe, Robert X. D. Hawkins, Noah D. Goodman, Christopher Potts PDF (presented at EMNLP 2017)
Google's Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson, Mike Schuster, Quoc V. Le, Maxim Krikun, Yonghui Wu, Zhifeng Chen, Nikhil Thorat, Fernanda Viégas, Martin Wattenberg, Greg Corrado, Macduff Hughes, Jeffrey Dean PDF (presented at EMNLP 2017)
Unsupervised Learning of Morphological Forests Jiaming Luo, Karthik Narasimhan, Regina Barzilay PDF (presented at ACL 2017)
Fully Character-Level Neural Machine Translation without Explicit Segmentation Jason Lee, Kyunghyun Cho, Thomas Hofmann PDF (presented at ACL 2017)
Ordinal Common-sense Inference Sheng Zhang, Rachel Rudinger, Kevin Duh, Benjamin Van Durme PDF (presented at ACL 2017)
Learning Distributed Representations of Texts and Entities from Knowledge Base Ikuya Yamada, Hiroyuki Shindo, Hideaki Takeda, Yoshiyasu Takefuji PDF (presented at ACL 2018)
Evaluating Low-Level Speech Features Against Human Perceptual Data Caitlin Richter, Naomi H Feldman, Harini Salgado, Aren Jansen PDF (presented at EMNLP 2017)
Parsing with Traces: An O(n^4) Algorithm and a Structural Representation Jonathan K. Kummerfeld, Dan Klein PDF (presented at EMNLP 2017)
Unsupervised Acquisition of Comprehensive Multiword Lexicons using Competition in an n-gram Lattice Julian Brooke, Jan Snajder, Timothy Baldwin PDF (presented at NAACL 2018)
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets Rotem Dror, Gili Baumer, Marina Bogomolov, Roi Reichart PDF (presented at ACL 2018)
Phrase Table Induction Using In-Domain Monolingual Data for Domain Adaptation in Statistical Machine Translation Benjamin Marie, Atsushi Fujita PDF (presented at ACL 2018)
Joint Prediction of Word Alignment with Alignment Types Anahita Mansouri Bigvand, Te Bu, Anoop Sarkar PDF (presented at EMNLP 2017)
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang, Regina Barzilay, Tommi Jaakkola PDF (presented at NAACL 2018)
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge Ryan J. Gallagher, Kyle Reing, David Kale, Greg Ver Steeg PDF (presented at NAACL 2018)