Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning Manaal Faruqui, Ryan McDonald, Radu Soricut PDF (presented at ACL 2016)
Learning to Understand Phrases by Embedding the Dictionary Felix Hill, KyungHyun Cho, Anna Korhonen, Yoshua Bengio PDF (presented at NAACL 2016)
A Bayesian Model of Diachronic Meaning Change Lea Frermann, Mirella Lapata PDF (presented at ACL 2016)
Detecting Cross-cultural Differences Using a Multilingual Topic Model E. D. Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi PDF (presented at ACL 2016)
An Empirical Analysis of Formality in Online Communication Ellie Pavlick, Joel Tetreault PDF (presented at ACL 2016) erratum prior pdf
Decoding Anagrammed Texts Written in an Unknown Language and Script Bradley Hauer, Grzegorz Kondrak PDF (presented at ACL 2017)
Adapting to All Domains at Once: Rewarding Domain Invariance in SMT Hoang Cuong, Khalil Sima'an, Ivan Titov PDF (presented at ACL 2016)
A Joint Model for Answer Sentence Ranking and Answer Extraction Md Arafat Sultan, Vittorio Castelli, Radu Florian PDF (presented at NAACL 2016)
Transforming Dependency Structures to Logical Forms for Semantic Parsing Siva Reddy, Oscar Täckström, Michael Collins, Tom Kwiatkowski, Dipanjan Das, Mark Steedman, Mirella Lapata PDF (presented at NAACL 2016)
Concept Grounding to Multiple Knowledge Bases via Indirect Supervision Chen-Tse Tsai, Dan Roth PDF (presented at NAACL 2016)
Learning to Make Inferences in a Semantic Parsing Task Kyle D. Richardson, Jonas Kuhn PDF (presented at ACL 2016)
Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality Keisuke Sakaguchi, Courtney Napoles, Matt Post, Joel Tetreault PDF (presented at ACL 2016)
Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States Ashish Vaswani, Kenji Sagae PDF (presented at NAACL 2016)
Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources Silvana Hartmann, Judith Eckle-Kohler, Iryna Gurevych PDF (presented at ACL 2016)
J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features Dat Ba Nguyen, Martin Theobald, Gerhard Weikum PDF (presented at ACL 2016)
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations Diego Marcheggiani, Ivan Titov PDF (presented at ACL 2016)
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models Karl Stratos, Michael Collins, Daniel Hsu PDF (presented at ACL 2016)
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs Wenpeng Yin, Hinrich Schütze, Bing Xiang, Bowen Zhou PDF (presented at ACL 2016) erratum original pdf
Word Embeddings as Metric Recovery in Semantic Spaces Tatsunori B. Hashimoto, David Alvarez-Melis, Tommi S. Jaakkola PDF (presented at ACL 2016)
Comparing Apples to Apple: The Effects of Stemmers on Topic Models Alexandra Schofield, David Mimno PDF (presented at EMNLP 2016)
Multilingual Projection for Parsing Truly Low-Resource Languages Željko Agić, Anders Johannsen, Barbara Plank, Héctor Martínez Alonso, Natalie Schluter, Anders Søgaard PDF (presented at ACL 2016)
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations Eliyahu Kiperwasser, Yoav Goldberg PDF (presented at ACL 2016)
Sparse Non-negative Matrix Language Modeling Joris Pelemans, Noam Shazeer, Ciprian Chelba PDF (presented at EMNLP 2016)
Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data Kristina Gulordava, Paola Merlo PDF (presented at ACL 2016)
Named Entity Recognition with Bidirectional LSTM-CNNs Jason P.C. Chiu, Eric Nichols PDF (presented at ACL 2016)
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation Jie Zhou, Ying Cao, Xuguang Wang, Peng Li, Wei Xu PDF (presented at EMNLP 2016)
A Latent Variable Model Approach to PMI-based Word Embeddings Sanjeev Arora, Yuanzhi Li, Yingyu Liang, Tengyu Ma, Andrej Risteski PDF (presented at ACL 2016)
Optimizing Statistical Machine Translation for Text Simplification Wei Xu, Courtney Napoles, Ellie Pavlick, Quanze Chen, Chris Callison-Burch PDF (presented at ACL 2016)
Encoding Prior Knowledge with Eigenword Embeddings Dominique Osborne, Shashi Narayan, Shay B. Cohen PDF (presented at EACL 2017)
Many Languages, One Parser Waleed Ammar, George Mulcaire, Miguel Ballesteros, Chris Dyer, Noah A. Smith PDF (presented at ACL 2016)
Easy-First Dependency Parsing with Hierarchical Tree LSTMs Eliyahu Kiperwasser, Yoav Goldberg PDF (presented at EMNLP 2016)
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health Tim Althoff, Kevin Clark, Jure Leskovec PDF (presented at EMNLP 2016)
Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn PDF (presented at EMNLP 2016)
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages Dingquan Wang, Jason Eisner PDF (presented at EMNLP 2016)
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies Tal Linzen, Emmanuel Dupoux, Yoav Goldberg PDF (presented at EACL 2017)
Understanding Satirical Articles Using Common-Sense Dan Goldwasser, Xiao Zhang PDF (presented at EMNLP 2016)
Utilizing Temporal Information for Taxonomy Construction Anh Tuan Luu, Siu Cheung Hui, See Kiong Ng PDF