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Transactions of the Association of Computational Linguistics – Volume 4, Issue 1

Q16-1001 [bib]: Manaal Faruqui; Ryan McDonald; Radu Soricut
Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning

Q16-1002 [bib]: Felix Hill; KyungHyun Cho; Anna Korhonen; Yoshua Bengio
Learning to Understand Phrases by Embedding the Dictionary

Q16-1003 [bib]: Lea Frermann; Mirella Lapata
A Bayesian Model of Diachronic Meaning Change

Q16-1004 [bib]: E. D. Gutiérrez; Ekaterina Shutova; Patricia Lichtenstein; Gerard de Melo; Luca Gilardi
Detecting Cross-cultural Differences Using a Multilingual Topic Model

Q16-1005 [bib]: Ellie Pavlick; Joel Tetreault
An Empirical Analysis of Formality in Online Communication

Q16-1006 [bib]: Bradley Hauer; Grzegorz Kondrak
Decoding Anagrammed Texts Written in an Unknown Language and Script

Q16-1007 [bib]: Adam Jardine; Jeffrey Heinz
Learning Tier-based Strictly 2-Local Languages

Q16-1008 [bib]: Hoang Cuong; Khalil Sima'an; Ivan Titov
Adapting to All Domains at Once: Rewarding Domain Invariance in SMT

Q16-1009 [bib]: Md Arafat Sultan; Vittorio Castelli; Radu Florian
A Joint Model for Answer Sentence Ranking and Answer Extraction

Q16-1010 [bib]: Siva Reddy; Oscar Täckström; Michael Collins; Tom Kwiatkowski; Dipanjan Das; Mark Steedman; Mirella Lapata
Transforming Dependency Structures to Logical Forms for Semantic Parsing

Q16-1011 [bib]: Chen-Tse Tsai; Dan Roth
Concept Grounding to Multiple Knowledge Bases via Indirect Supervision

Q16-1012 [bib]: Kyle Richardson; Jonas Kuhn
Learning to Make Inferences in a Semantic Parsing Task

Q16-1013 [bib]: Keisuke Sakaguchi; Courtney Napoles; Matt Post; Joel Tetreault
Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality

Q16-1014 [bib]: Ashish Vaswani; Kenji Sagae
Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States

Q16-1015 [bib]: Silvana Hartmann; Eckle-Judith Kohler; Iryna Gurevych
Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources

Q16-1016 [bib]: Dat Nguyen; Martin Theobald; Gerhard Weikum
J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features

Q16-1017 [bib]: Diego Marcheggiani; Ivan Titov
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations

Q16-1018 [bib]: Karl Stratos; Michael Collins; Daniel Hsu
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models

Q16-1019 [bib]: Wenpeng Yin; Hinrich Schütze; Bing Xiang; Bowen Zhou
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

Q16-1020 [bib]: Tatsunori Hashimoto; David Alvarez-Melis; Tommi Jaakkola
Word Embeddings as Metric Recovery in Semantic Spaces

Q16-1021 [bib]: Alexandra Schofield; David Mimno
Comparing Apples to Apple: The Effects of Stemmers on Topic Models

Q16-1022 [bib]: Željko Agić; Anders Johannsen; Barbara Plank; Héctor Martínez Alonso; Natalie Schluter; Anders Søgaard
Multilingual Projection for Parsing Truly Low-Resource Languages

Q16-1023 [bib]: Eliyahu Kiperwasser; Yoav Goldberg
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations

Q16-1024 [bib]: Joris Pelemans; Noam Shazeer; Ciprian Chelba
Sparse Non-negative Matrix Language Modeling

Q16-1025 [bib]: Kristina Gulordava; Paola Merlo
Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data

Q16-1026 [bib]: Jason Chiu; Eric Nichols
Named Entity Recognition with Bidirectional LSTM-CNNs

Q16-1027 [bib]: Jie Zhou; Ying Cao; Xuguang Wang; Peng Li; Wei Xu
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation

Q16-1028 [bib]: Sanjeev Arora; Yuanzhi Li; Yingyu Liang; Tengyu Ma; Andrej Risteski
A Latent Variable Model Approach to PMI-based Word Embeddings

Q16-1029 [bib]: Wei Xu; Courtney Napoles; Ellie Pavlick; Quanze Chen; Chris Callison-Burch
Optimizing Statistical Machine Translation for Text Simplification

Q16-1030 [bib]: Dominique Osborne; Shashi Narayan; Shay Cohen
Encoding Prior Knowledge with Eigenword Embeddings

Q16-1031 [bib]: Waleed Ammar; George Mulcaire; Miguel Ballesteros; Chris Dyer; Noah Smith
Many Languages, One Parser

Q16-1032 [bib]: Eliyahu Kiperwasser; Yoav Goldberg
Easy-First Dependency Parsing with Hierarchical Tree LSTMs

Q16-1033 [bib]: Tim Althoff; Kevin Clark; Jure Leskovec
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health

Q16-1034 [bib]: Ehsan Shareghi; Matthias Petri; Gholamreza Haffari; Trevor Cohn
Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees

Q16-1035 [bib]: Dingquan Wang; Jason Eisner
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages

Q16-1036 [bib]: Kyle Gorman; Richard Sproat
Minimally Supervised Number Normalization

Q16-1037 [bib]: Tal Linzen; Emmanuel Dupoux; Yoav Goldberg
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

Q16-1038 [bib]: Dan Goldwasser; Xiao Zhang
Understanding Satirical Articles Using Common-Sense

Q16-1039 [bib]: Anh Tuan Luu; Siu Cheung Hui; See Kiong Ng
Utilizing Temporal Information for Taxonomy Construction