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Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
Proceedings of the NAACL Student Research Workshop
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts

Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

N16-1 [bib]: Entire volume

N16-1000: Front Matter

N16-1001 [bib]: Yvette Graham; Qun Liu
Achieving Accurate Conclusions in Evaluation of Automatic Machine Translation Metrics

N16-1002 [bib]: John Richardson; Fabien Cromierès; Toshiaki Nakazawa; Sadao Kurohashi
Flexible Non-Terminals for Dependency Tree-to-Tree Reordering

N16-1003 [bib]: Akiva Miura; Graham Neubig; Michael Paul; Satoshi Nakamura
Selecting Syntactic, Non-redundant Segments in Active Learning for Machine Translation

N16-1004 [bib]: Barret Zoph; Kevin Knight
Multi-Source Neural Translation

N16-1005 [bib]: Rico Sennrich; Barry Haddow; Alexandra Birch
Controlling Politeness in Neural Machine Translation via Side Constraints

N16-1006 [bib]: Colin Cherry
An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation

N16-1007 [bib]: Lu Wang; Wang Ling
Neural Network-Based Abstract Generation for Opinions and Arguments

N16-1008 [bib]: William Yang Wang; Yashar Mehdad; Dragomir R. Radev; Amanda Stent
A Low-Rank Approximation Approach to Learning Joint Embeddings of News Stories and Images for Timeline Summarization

N16-1009 [bib]: Danish Contractor; Parag Singla; Mausam
Entity-balanced Gaussian pLSA for Automated Comparison

N16-1010 [bib]: Wencan Luo; Fei Liu; Zitao Liu; Diane Litman
Automatic Summarization of Student Course Feedback

N16-1011 [bib]: Prachi Jain; Mausam
Knowledge-Guided Linguistic Rewrites for Inference Rule Verification

N16-1012 [bib]: Sumit Chopra; Michael Auli; Alexander M. Rush
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks

N16-1013 [bib]: Jérémy Perret; Stergos Afantenos; Nicholas Asher; Mathieu Morey
Integer Linear Programming for Discourse Parsing

N16-1014 [bib]: Jiwei Li; Michel Galley; Chris Brockett; Jianfeng Gao; Bill Dolan
A Diversity-Promoting Objective Function for Neural Conversation Models

N16-1015 [bib]: Tsung-Hsien Wen; Milica Gašić; Nikola Mrkšić; Lina M. Rojas-Barahona; Pei-Hao Su; David Vandyke; Steve Young
Multi-domain Neural Network Language Generation for Spoken Dialogue Systems

N16-1016 [bib]: Dario Bertero; Pascale Fung
A Long Short-Term Memory Framework for Predicting Humor in Dialogues

N16-1017 [bib]: Justine Zhang; Ravi Kumar; Sujith Ravi; Cristian Danescu-Niculescu-Mizil
Conversational Flow in Oxford-style Debates

N16-1018 [bib]: Nikola Mrkšić; Diarmuid Ó Séaghdha; Blaise Thomson; Milica Gašić; Lina M. Rojas-Barahona; Pei-Hao Su; David Vandyke; Tsung-Hsien Wen; Steve Young
Counter-fitting Word Vectors to Linguistic Constraints

N16-1019 [bib]: Shaohua Yang; Qiaozi Gao; Changsong Liu; Caiming Xiong; Song-Chun Zhu; Joyce Y. Chai
Grounded Semantic Role Labeling

N16-1020 [bib]: Ekaterina Shutova; Douwe Kiela; Jean Maillard
Black Holes and White Rabbits: Metaphor Identification with Visual Features

N16-1021 [bib]: Janarthanan Rajendran; Mitesh M. Khapra; Sarath Chandar; Balaraman Ravindran
Bridge Correlational Neural Networks for Multilingual Multimodal Representation Learning

N16-1022 [bib]: Spandana Gella; Mirella Lapata; Frank Keller
Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings

N16-1023 [bib]: Mark Yatskar; Vicente Ordonez; Ali Farhadi
Stating the Obvious: Extracting Visual Common Sense Knowledge

N16-1024 [bib]: Chris Dyer; Adhiguna Kuncoro; Miguel Ballesteros; Noah A. Smith
Recurrent Neural Network Grammars

N16-1025 [bib]: Wenduan Xu; Michael Auli; Stephen Clark
Expected F-Measure Training for Shift-Reduce Parsing with Recurrent Neural Networks

N16-1026 [bib]: Mike Lewis; Kenton Lee; Luke Zettlemoyer
LSTM CCG Parsing

N16-1027 [bib]: Ashish Vaswani; Yonatan Bisk; Kenji Sagae; Ryan Musa
Supertagging With LSTMs

N16-1028 [bib]: Wencan Luo; Fan Yang
An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition

N16-1029 [bib]: Boliang Zhang; Xiaoman Pan; Tianlu Wang; Ashish Vaswani; Heng Ji; Kevin Knight; Daniel Marcu
Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning

N16-1030 [bib]: Guillaume Lample; Miguel Ballesteros; Sandeep Subramanian; Kazuya Kawakami; Chris Dyer
Neural Architectures for Named Entity Recognition

N16-1031 [bib]: Jinho D. Choi
Dynamic Feature Induction: The Last Gist to the State-of-the-Art

N16-1032 [bib]: Eunsuk Yang; Young-Bum Kim; Ruhi Sarikaya; Yu-Seop Kim
Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer

N16-1033 [bib]: Bishan Yang; Tom M. Mitchell
Joint Extraction of Events and Entities within a Document Context

N16-1034 [bib]: Thien Huu Nguyen; Kyunghyun Cho; Ralph Grishman
Joint Event Extraction via Recurrent Neural Networks

N16-1035 [bib]: Xingxing Zhang; Liang Lu; Mirella Lapata
Top-down Tree Long Short-Term Memory Networks

N16-1036 [bib]: Ke Tran; Arianna Bisazza; Christof Monz
Recurrent Memory Networks for Language Modeling

N16-1037 [bib]: Yangfeng Ji; Gholamreza Haffari; Jacob Eisenstein
A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models

N16-1038 [bib]: Ekaterina Abramova; Raquel Fernández
Questioning Arbitrariness in Language: a Data-Driven Study of Conventional Iconicity

N16-1039 [bib]: Maximilian Köper; Sabine Schulte im Walde
Distinguishing Literal and Non-Literal Usage of German Particle Verbs

N16-1040 [bib]: Changsheng Liu; Rebecca Hwa
Phrasal Substitution of Idiomatic Expressions

N16-1041 [bib]: Yangtuo Peng; Hui Jiang
Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks

N16-1042 [bib]: Zheng Yuan; Ted Briscoe
Grammatical error correction using neural machine translation

N16-1043 [bib]: Angeliki Lazaridou; Grzegorz Chrupała; Raquel Fernández; Marco Baroni
Multimodal Semantic Learning from Child-Directed Input

N16-1044 [bib]: Yangyang Shi; Kaisheng Yao; Hu Chen; Dong Yu; Yi-Cheng Pan; Mei-Yuh Hwang
Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding

N16-1045 [bib]: Ching-Yun Chang; Zhiyang Teng; Yue Zhang
Expectation-Regulated Neural Model for Event Mention Extraction

N16-1046 [bib]: Lemao Liu; Masao Utiyama; Andrew Finch; Eiichiro Sumita
Agreement on Target-bidirectional Neural Machine Translation

N16-1047 [bib]: Codruta Girlea; Roxana Girju; Eyal Amir
Psycholinguistic Features for Deceptive Role Detection in Werewolf

N16-1048 [bib]: Thiago Castro Ferreira; Emiel Krahmer; Sander Wubben
Individual Variation in the Choice of Referential Form

N16-1049 [bib]: Lei Sha; Sujian Li; Baobao Chang; Zhifang Sui
Joint Learning Templates and Slots for Event Schema Induction

N16-1050 [bib]: Gustavo Paetzold; Lucia Specia
Inferring Psycholinguistic Properties of Words

N16-1051 [bib]: Quan Liu; Wu Guo; Zhen-Hua Ling; Hui Jiang; Yu Hu
Intra-Topic Variability Normalization based on Linear Projection for Topic Classification

N16-1052 [bib]: Bharat Ram Ambati; Tejaswini Deoskar; Mark Steedman
Shift-Reduce CCG Parsing using Neural Network Models

N16-1053 [bib]: Kriste Krstovski; David Smith; Michael J. Kurtz
Online Multilingual Topic Models with Multi-Level Hyperpriors

N16-1054 [bib]: Dat Quoc Nguyen; Kairit Sirts; Lizhen Qu; Mark Johnson
STransE: a novel embedding model of entities and relationships in knowledge bases

N16-1055 [bib]: Dan Garrette; Hannah Alpert-Abrams
An Unsupervised Model of Orthographic Variation for Historical Document Transcription

N16-1056 [bib]: Abhyuday N Jagannatha; Hong Yu
Bidirectional RNN for Medical Event Detection in Electronic Health Records

N16-1057 [bib]: Jey Han Lau; Timothy Baldwin
The Sensitivity of Topic Coherence Evaluation to Topic Cardinality

N16-1058 [bib]: Ratish Puduppully; Yue Zhang; Manish Shrivastava
Transition-Based Syntactic Linearization with Lookahead Features

N16-1059 [bib]: Hyun Kim; Jong-Hyeok Lee
A Recurrent Neural Networks Approach for Estimating the Quality of Machine Translation Output

N16-1060 [bib]: Roy Schwartz; Roi Reichart; Ari Rappoport
Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives

N16-1061 [bib]: Geli Fei; Bing Liu
Breaking the Closed World Assumption in Text Classification

N16-1062 [bib]: Ji Young Lee; Franck Dernoncourt
Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks

N16-1063 [bib]: Gakuto Kurata; Bing Xiang; Bowen Zhou
Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence

N16-1064 [bib]: Peilu Wang; Yao Qian; Frank K. Soong; Lei He; Hai Zhao
Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network

N16-1065 [bib]: Ngoc Thang Vu; Heike Adel; Pankaj Gupta; Hinrich Schütze
Combining Recurrent and Convolutional Neural Networks for Relation Classification

N16-1066 [bib]: Liang-Chih Yu; Lung-Hao Lee; Shuai Hao; Jin Wang; Yunchao He; Jun Hu; K. Robert Lai; Xuejie Zhang
Building Chinese Affective Resources in Valence-Arousal Dimensions

N16-1067 [bib]: Simon Ahrendt; Vera Demberg
Improving event prediction by representing script participants

N16-1068 [bib]: Ariadna Quattoni; Arnau Ramisa; Pranava Swaroop Madhyastha; Edgar Simo-Serra; Francesc Moreno-Noguer
Structured Prediction with Output Embeddings for Semantic Image Annotation

N16-1069 [bib]: Kashif Shah; Lucia Specia
Large-scale Multitask Learning for Machine Translation Quality Estimation

N16-1070 [bib]: Vlad Niculae; Cristian Danescu-Niculescu-Mizil
Conversational Markers of Constructive Discussions

N16-1071 [bib]: Luana Bulat; Douwe Kiela; Stephen Clark
Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps

N16-1072 [bib]: Chen-Tse Tsai; Dan Roth
Cross-lingual Wikification Using Multilingual Embeddings

N16-1073 [bib]: Rishabh Mehrotra; Prasanta Bhattacharya; Emine Yilmaz
Deconstructing Complex Search Tasks: a Bayesian Nonparametric Approach for Extracting Sub-tasks

N16-1074 [bib]: Jayant Krishnamurthy
Probabilistic Models for Learning a Semantic Parser Lexicon

N16-1075 [bib]: Martin Riedl; Chris Biemann
Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods

N16-1076 [bib]: Pushpendre Rastogi; Ryan Cotterell; Jason Eisner
Weighting Finite-State Transductions With Neural Context

N16-1077 [bib]: Manaal Faruqui; Yulia Tsvetkov; Graham Neubig; Chris Dyer
Morphological Inflection Generation Using Character Sequence to Sequence Learning

N16-1078 [bib]: Patrick Ziering; Lonneke van der Plas
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations

N16-1079 [bib]: Aaron Jaech; Rik Koncel-Kedziorski; Mari Ostendorf
Phonological Pun-derstanding

N16-1080 [bib]: Ryan Cotterell; Tim Vieira; Hinrich Schütze
A Joint Model of Orthography and Morphological Segmentation

N16-1081 [bib]: Yuval Pinter; Roi Reichart; Idan Szpektor
Syntactic Parsing of Web Queries with Question Intent

N16-1082 [bib]: Jiwei Li; Xinlei Chen; Eduard Hovy; Dan Jurafsky
Visualizing and Understanding Neural Models in NLP

N16-1083 [bib]: Aditya Mogadala; Achim Rettinger
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification

N16-1084 [bib]: Shafiq Joty; Lluís Màrquez; Preslav Nakov
Joint Learning with Global Inference for Comment Classification in Community Question Answering

N16-1085 [bib]: Aldrian Obaja Muis; Wei Lu
Weak Semi-Markov CRFs for Noun Phrase Chunking in Informal Text

N16-1086 [bib]: Hongyuan Mei; Mohit Bansal; Matthew R. Walter
What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment

N16-1087 [bib]: Jeffrey Flanigan; Chris Dyer; Noah A. Smith; Jaime Carbonell
Generation from Abstract Meaning Representation using Tree Transducers

N16-1088 [bib]: Carolin Haas; Stefan Riezler
A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap

N16-1089 [bib]: Yonatan Bisk; Deniz Yuret; Daniel Marcu
Natural Language Communication with Robots

N16-1090 [bib]: Quan Hung Tran; Ingrid Zukerman; Gholamreza Haffari
Inter-document Contextual Language model

N16-1091 [bib]: Sascha Rothe; Sebastian Ebert; Hinrich Schütze
Ultradense Word Embeddings by Orthogonal Transformation

N16-1092 [bib]: Michael Wiegand; Marc Schulder; Josef Ruppenhofer
Separating Actor-View from Speaker-View Opinion Expressions using Linguistic Features

N16-1093 [bib]: Lu Chen; Justin Martineau; Doreen Cheng; Amit Sheth
Clustering for Simultaneous Extraction of Aspects and Features from Reviews

N16-1094 [bib]: Michael Wiegand; Christine Bocionek; Josef Ruppenhofer
Opinion Holder and Target Extraction on Opinion Compounds – A Linguistic Approach

N16-1095 [bib]: Svetlana Kiritchenko; Saif M. Mohammad
Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best–Worst Scaling

N16-1096 [bib]: Derry Tanti Wijaya; Tom M. Mitchell
Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua

N16-1097 [bib]: Heike Adel; Benjamin Roth; Hinrich Schütze
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling

N16-1098 [bib]: Nasrin Mostafazadeh; Nathanael Chambers; Xiaodong He; Devi Parikh; Dhruv Batra; Lucy Vanderwende; Pushmeet Kohli; James Allen
A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

N16-1099 [bib]: Sosuke Kobayashi; Ran Tian; Naoaki Okazaki; Kentaro Inui
Dynamic Entity Representation with Max-pooling Improves Machine Reading

N16-1100 [bib]: Daniel Beck; Adrià de Gispert; Gonzalo Iglesias; Aurelien Waite; Bill Byrne
Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization

N16-1101 [bib]: Orhan Firat; Kyunghyun Cho; Yoshua Bengio
Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

N16-1102 [bib]: Trevor Cohn; Cong Duy Vu Hoang; Ekaterina Vymolova; Kaisheng Yao; Chris Dyer; Gholamreza Haffari
Incorporating Structural Alignment Biases into an Attentional Neural Translation Model

N16-1103 [bib]: Patrick Verga; David Belanger; Emma Strubell; Benjamin Roth; Andrew McCallum
Multilingual Relation Extraction using Compositional Universal Schema

N16-1104 [bib]: Angli Liu; Stephen Soderland; Jonathan Bragg; Christopher H. Lin; Xiao Ling; Daniel S. Weld
Effective Crowd Annotation for Relation Extraction

N16-1105 [bib]: Hee-Geun Yoon; Hyun-Je Song; Seong-Bae Park; Se-Young Park
A Translation-Based Knowledge Graph Embedding Preserving Logical Property of Relations

N16-1106 [bib]: Xiaodan Zhu; Parinaz Sobhani; Hongyu Guo
DAG-Structured Long Short-Term Memory for Semantic Compositionality

N16-1107 [bib]: Md Arafat Sultan; Jordan Boyd-Graber; Tamara Sumner
Bayesian Supervised Domain Adaptation for Short Text Similarity

N16-1108 [bib]: Hua He; Jimmy Lin
Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement

N16-1109 [bib]: Long Duong; Antonios Anastasopoulos; David Chiang; Steven Bird; Trevor Cohn
An Attentional Model for Speech Translation Without Transcription

N16-1110 [bib]: Raphael Rubino; Ekaterina Lapshinova-Koltunski; Josef van Genabith
Information Density and Quality Estimation Features as Translationese Indicators for Human Translation Classification

N16-1111 [bib]: He He; Jordan Boyd-Graber; Hal Daumé III
Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation

N16-1112 [bib]: Yiming Cui; Shijin Wang; Jianfeng Li
LSTM Neural Reordering Feature for Statistical Machine Translation

N16-1113 [bib]: Longyue Wang; Zhaopeng Tu; Xiaojun Zhang; Hang Li; Andy Way; Qun Liu
A Novel Approach to Dropped Pronoun Translation

N16-1114 [bib]: Sam Wiseman; Alexander M. Rush; Stuart M. Shieber
Learning Global Features for Coreference Resolution

N16-1115 [bib]: Nafise Sadat Moosavi; Michael Strube
Search Space Pruning: A Simple Solution for Better Coreference Resolvers

N16-1116 [bib]: Xuezhe Ma; Zhengzhong Liu; Eduard Hovy
Unsupervised Ranking Model for Entity Coreference Resolution

N16-1117 [bib]: Mo Yu; Mark Dredze; Raman Arora; Matthew R. Gormley
Embedding Lexical Features via Low-Rank Tensors

N16-1118 [bib]: Oren Melamud; David McClosky; Siddharth Patwardhan; Mohit Bansal
The Role of Context Types and Dimensionality in Learning Word Embeddings

N16-1119 [bib]: Jian Xu; Jiawei Liu; Liangang Zhang; Zhengyu Li; Huanhuan Chen
Improve Chinese Word Embeddings by Exploiting Internal Structure

N16-1120 [bib]: Bharat Ram Ambati; Siva Reddy; Mark Steedman
Assessing Relative Sentence Complexity using an Incremental CCG Parser

N16-1121 [bib]: Ophélie Lacroix; Lauriane Aufrant; Guillaume Wisniewski; François Yvon
Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing

N16-1122 [bib]: Mark Dredze; Miles Osborne; Prabhanjan Kambadur
Geolocation for Twitter: Timing Matters

N16-1123 [bib]: Md Arafat Sultan; Cristobal Salazar; Tamara Sumner
Fast and Easy Short Answer Grading with High Accuracy

N16-1124 [bib]: Ye Kyaw Thu; Andrew Finch; Eiichiro Sumita
Interlocking Phrases in Phrase-based Statistical Machine Translation

N16-1125 [bib]: Hassan Sajjad; Francisco Guzmán; Nadir Durrani; Ahmed Abdelali; Houda Bouamor; Irina Temnikova; Stephan Vogel
Eyes Don't Lie: Predicting Machine Translation Quality Using Eye Movement

N16-1126 [bib]: Tianxiao Shen; Tao Lei; Regina Barzilay
Making Dependency Labeling Simple, Fast and Accurate

N16-1127 [bib]: Matthieu Constant; Joseph Le Roux; Nadi Tomeh
Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework

N16-1128 [bib]: Svetlana Kiritchenko; Saif M. Mohammad
Sentiment Composition of Words with Opposing Polarities

N16-1129 [bib]: Simone Filice; Alessandro Moschitti
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification

N16-1130 [bib]: Anna Jørgensen; Dirk Hovy; Anders Søgaard
Learning a POS tagger for AAVE-like language

N16-1131 [bib]: Stephen Roller; Katrin Erk
PIC a Different Word: A Simple Model for Lexical Substitution in Context

N16-1132 [bib]: Kriste Krstovski; David Smith
Bootstrapping Translation Detection and Sentence Extraction from Comparable Corpora

N16-1133 [bib]: Tomoya Mizumoto; Yuji Matsumoto
Discriminative Reranking for Grammatical Error Correction with Statistical Machine Translation

N16-1134 [bib]: Kyle Booten; Marti A. Hearst
Patterns of Wisdom: Discourse-Level Style in Multi-Sentence Quotations

N16-1135 [bib]: Jun Suzuki; Masaaki Nagata
Right-truncatable Neural Word Embeddings

N16-1136 [bib]: Rik Koncel-Kedziorski; Subhro Roy; Aida Amini; Nate Kushman; Hannaneh Hajishirzi
MAWPS: A Math Word Problem Repository

N16-1137 [bib]: Hao Li; Heng Ji
Cross-genre Event Extraction with Knowledge Enrichment

N16-1138 [bib]: William Ferreira; Andreas Vlachos
Emergent: a novel data-set for stance classification

N16-1139 [bib]: Jon Dehdari; Liling Tan; Josef van Genabith
BIRA: Improved Predictive Exchange Word Clustering

N16-1140 [bib]: Mohammad Salameh; Colin Cherry; Grzegorz Kondrak
Integrating Morphological Desegmentation into Phrase-based Decoding

N16-1141 [bib]: Junyi Jessy Li; Ani Nenkova
The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection

N16-1142 [bib]: Yogarshi Vyas; Marine Carpuat
Sparse Bilingual Word Representations for Cross-lingual Lexical Entailment

N16-1143 [bib]: Davy Weissenbacher; Travis A. Johnson; Laura Wojtulewicz; Amylou Dueck; Dona Locke; Richard Caselli; Graciela Gonzalez
Automatic Prediction of Linguistic Decline in Writings of Subjects with Degenerative Dementia

N16-1144 [bib]: Miguel Rodríguez; Sean Goldberg; Daisy Zhe Wang
Consensus Maximization Fusion of Probabilistic Information Extractors

N16-1145 [bib]: Barret Zoph; Ashish Vaswani; Jonathan May; Kevin Knight
Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies

N16-1146 [bib]: Ashequl Qadir; Ellen Riloff; Marilyn A. Walker
Automatically Inferring Implicit Properties in Similes

N16-1147 [bib]: Ting-Hao (Kenneth) Huang; Francis Ferraro; Nasrin Mostafazadeh; Ishan Misra; Aishwarya Agrawal; Jacob Devlin; Ross Girshick; Xiaodong He; Pushmeet Kohli; Dhruv Batra; C. Lawrence Zitnick; Devi Parikh; Lucy Vanderwende; Michel Galley; Margaret Mitchell
Visual Storytelling

N16-1148 [bib]: Shanbo Cheng; Shujian Huang; Huadong Chen; Xin-Yu Dai; Jiajun Chen
PRIMT: A Pick-Revise Framework for Interactive Machine Translation

N16-1149 [bib]: Cong Duy Vu Hoang; Trevor Cohn; Gholamreza Haffari
Incorporating Side Information into Recurrent Neural Network Language Models

N16-1150 [bib]: Matthew Francis-Landau; Greg Durrett; Dan Klein
Capturing Semantic Similarity for Entity Linking with Convolutional Neural Networks

N16-1151 [bib]: Thuy Vu; D. Stott Parker
$K$-Embeddings: Learning Conceptual Embeddings for Words using Context

N16-1152 [bib]: Kateryna Tymoshenko; Daniele Bonadiman; Alessandro Moschitti
Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking

N16-1153 [bib]: Tao Lei; Hrishikesh Joshi; Regina Barzilay; Tommi Jaakkola; Kateryna Tymoshenko; Alessandro Moschitti; Lluís Màrquez
Semi-supervised Question Retrieval with Gated Convolutions

N16-1154 [bib]: Dasha Bogdanova; Jennifer Foster
This is how we do it: Answer Reranking for Open-domain How Questions with Paragraph Vectors and Minimal Feature Engineering

N16-1155 [bib]: Dan Gillick; Cliff Brunk; Oriol Vinyals; Amarnag Subramanya
Multilingual Language Processing From Bytes

N16-1156 [bib]: Yuan Zhang; David Gaddy; Regina Barzilay; Tommi Jaakkola
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings

N16-1157 [bib]: Yi Yang; Jacob Eisenstein
Part-of-Speech Tagging for Historical English

N16-1158 [bib]: Yugo Murawaki
Statistical Modeling of Creole Genesis

N16-1159 [bib]: Arnav Sharma; Sakshi Gupta; Raveesh Motlani; Piyush Bansal; Manish Shrivastava; Radhika Mamidi; Dipti M. Sharma
Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text

N16-1160 [bib]: Simon Šuster; Ivan Titov; Gertjan van Noord
Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders

N16-1161 [bib]: Yulia Tsvetkov; Sunayana Sitaram; Manaal Faruqui; Guillaume Lample; Patrick Littell; David Mortensen; Alan W Black; Lori Levin; Chris Dyer
Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning

N16-1162 [bib]: Felix Hill; Kyunghyun Cho; Anna Korhonen
Learning Distributed Representations of Sentences from Unlabelled Data

N16-1163 [bib]: Allyson Ettinger; Philip Resnik; Marine Carpuat
Retrofitting Sense-Specific Word Vectors Using Parallel Text

N16-1164 [bib]: Isaac Persing; Vincent Ng
End-to-End Argumentation Mining in Student Essays

N16-1165 [bib]: Khalid Al-Khatib; Henning Wachsmuth; Matthias Hagen; Jonas Köhler; Benno Stein
Cross-Domain Mining of Argumentative Text through Distant Supervision

N16-1166 [bib]: Amparo Elizabeth Cano-Basave; Yulan He
A Study of the Impact of Persuasive Argumentation in Political Debates

N16-1167 [bib]: Mohsen Mesgar; Michael Strube
Lexical Coherence Graph Modeling Using Word Embeddings

N16-1168 [bib]: Fan Zhang; Diane Litman
Using Context to Predict the Purpose of Argumentative Writing Revisions

N16-1169 [bib]: Eduardo Blanco; Zahra Sarabi
Automatic Generation and Scoring of Positive Interpretations from Negated Statements

N16-1170 [bib]: Shuohang Wang; Jing Jiang
Learning Natural Language Inference with LSTM

N16-1171 [bib]: Ashequl Qadir; Michael Gamon; Patrick Pantel; Ahmed Hassan Awadallah
Activity Modeling in Email

N16-1172 [bib]: Anne Cocos; Chris Callison-Burch
Clustering Paraphrases by Word Sense

N16-1173 [bib]: Niko Schenk; Christian Chiarcos
Unsupervised Learning of Prototypical Fillers for Implicit Semantic Role Labeling

N16-1174 [bib]: Zichao Yang; Diyi Yang; Chris Dyer; Xiaodong He; Alex Smola; Eduard Hovy
Hierarchical Attention Networks for Document Classification

N16-1175 [bib]: Alexandros Komninos; Suresh Manandhar
Dependency Based Embeddings for Sentence Classification Tasks

N16-1176 [bib]: Yangyang Shi; Kaisheng Yao; Le Tian; Daxin Jiang
Deep LSTM based Feature Mapping for Query Classification

N16-1177 [bib]: Rui Zhang; Honglak Lee; Dragomir R. Radev
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and Documents

N16-1178 [bib]: Ye Zhang; Stephen Roller; Byron C. Wallace
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification

N16-1179 [bib]: Sigrid Klerke; Yoav Goldberg; Anders Søgaard
Improving sentence compression by learning to predict gaze

N16-1180 [bib]: Mohit Iyyer; Anupam Guha; Snigdha Chaturvedi; Jordan Boyd-Graber; Hal Daumé III
Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships

N16-1181 [bib]: Jacob Andreas; Marcus Rohrbach; Trevor Darrell; Dan Klein
Learning to Compose Neural Networks for Question Answering

Proceedings of the NAACL Student Research Workshop

N16-2 [bib]: Entire volume

N16-2000: Front Matter

N16-2001 [bib]: Yukun Feng; Yipei Xu; Dong Yu
An End-to-end Approach to Learning Semantic Frames with Feedforward Neural Network

N16-2002 [bib]: Anna Gladkova; Aleksandr Drozd; Satoshi Matsuoka
Analogy-based detection of morphological and semantic relations with word embeddings: what works and what doesn't.

N16-2003 [bib]: Marisa Chow
Argument Identification in Chinese Editorials

N16-2004 [bib]: Vasu Sharma; Harish Karnick
Automatic tagging and retrieval of E-Commerce products based on visual features

N16-2005 [bib]: Debela Tesfaye Gemechu; Michael Zock; Solomon Teferra
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations

N16-2006 [bib]: Gerold Hintz
Data-driven Paraphrasing and Stylistic Harmonization

N16-2007 [bib]: Linqing Liu; Yao Lu; Ye Luo; Renxian Zhang; Laurent Itti; Jianwei Lu
Detecting "Smart" Spammers on Social Network: A Topic Model Approach

N16-2008 [bib]: Raveesh Motlani
Developing language technology tools and resources for a resource-poor language: Sindhi

N16-2009 [bib]: Yoav Binoun; Francesca Delogu; Clayton Greenberg; Mindaugas Mozuraitis; Matthew Crocker
Effects of Communicative Pressures on Novice L2 Learners' Use of Optional Formal Devices

N16-2010 [bib]: Rohit Jain; Dipti Sharma
Explicit Argument Identification for Discourse Parsing In Hindi: A Hybrid Pipeline

N16-2011 [bib]: Jasy Suet Yan Liew; Howard R. Turtle
Exploring Fine-Grained Emotion Detection in Tweets

N16-2012 [bib]: Wei Yang; Jinghui Yan; Yves Lepage
Extraction of Bilingual Technical Terms for Chinese-Japanese Patent Translation

N16-2013 [bib]: Zeerak Waseem; Dirk Hovy
Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter

N16-2014 [bib]: Litton J Kurisinkel; Pruthwik Mishra; Vigneshwaran Muralidaran; Vasudeva Varma; Dipti Misra Sharma
Non-decreasing Sub-modular Function for Comprehensible Summarization

N16-2015 [bib]: Andrew Lamont; Jonathan Washington
Phylogenetic simulations over constraint-based grammar formalisms

N16-2016 [bib]: Sarthak Jain
Question Answering over Knowledge Base using Factual Memory Networks

N16-2017 [bib]: Anna Currey; Alina Karakanta; Jon Dehdari
Using Related Languages to Enhance Statistical Language Models

Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations

N16-3 [bib]: Entire volume

N16-3000: Front Matter

N16-3001 [bib]: Amir Zeldes
rstWeb - A Browser-based Annotation Interface for Rhetorical Structure Theory and Discourse Relations

N16-3002 [bib]: Huy Nguyen; Wenting Xiong; Diane Litman
Instant Feedback for Increasing the Presence of Solutions in Peer Reviews

N16-3003 [bib]: Ahmed Abdelali; Kareem Darwish; Nadir Durrani; Hamdy Mubarak
Farasa: A Fast and Furious Segmenter for Arabic

N16-3004 [bib]: Ahmed Abdelali; Nadir Durrani; Francisco Guzmán
iAppraise: A Manual Machine Translation Evaluation Environment Supporting Eye-tracking

N16-3005 [bib]: Jackson Lee; John Goldsmith
Linguistica 5: Unsupervised Learning of Linguistic Structure

N16-3006 [bib]: François Yvon; Yong Xu; Marianna Apidianaki; Clément Pillias; Pierre Cubaud
TransRead: Designing a Bilingual Reading Experience with Machine Translation Technologies

N16-3007 [bib]: Ron Artstein; Alesia Gainer; Kallirroi Georgila; Anton Leuski; Ari Shapiro; David Traum
New Dimensions in Testimony Demonstration

N16-3008 [bib]: Fan Zhang; Rebecca Hwa; Diane Litman; Homa B. Hashemi
ArgRewrite: A Web-based Revision Assistant for Argumentative Writings

N16-3009 [bib]: Jon Dehdari; Liling Tan; Josef van Genabith
Scaling Up Word Clustering

N16-3010 [bib]: Paul Crook; Alex Marin; Vipul Agarwal; Khushboo Aggarwal; Tasos Anastasakos; Ravi Bikkula; Daniel Boies; Asli Celikyilmaz; Senthilkumar Chandramohan; Zhaleh Feizollahi; Roman Holenstein; Minwoo Jeong; Omar Khan; Young-Bum Kim; Elizabeth Krawczyk; Xiaohu Liu; Danko Panic; Vasiliy Radostev; Nikhil Ramesh; Jean-Phillipe Robichaud; Alexandre Rochette; Logan Stromberg; Ruhi Sarikaya
Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform

N16-3011 [bib]: Subhro Roy; Dan Roth
Illinois Math Solver: Math Reasoning on the Web

N16-3012 [bib]: Florian Pusse; Asad Sayeed; Vera Demberg
LingoTurk: managing crowdsourced tasks for psycholinguistics

N16-3013 [bib]: Courtney Napoles; Chris Callison-Burch; Matt Post
Sentential Paraphrasing as Black-Box Machine Translation

N16-3014 [bib]: Chao-Chun Liang; Kuang-Yi Hsu; Chien-Tsung Huang; Chung-Min Li; Shen-Yu Miao; Keh-Yih Su
A Tag-based English Math Word Problem Solver with Understanding, Reasoning and Explanation

N16-3015 [bib]: Di Lu; Clare Voss; Fangbo Tao; Xiang Ren; Rachel Guan; Rostyslav Korolov; Tongtao Zhang; Dongang Wang; Hongzhi Li; Taylor Cassidy; Heng Ji; Shih-fu Chang; Jiawei Han; William Wallace; James Hendler; Mei Si; Lance Kaplan
Cross-media Event Extraction and Recommendation

N16-3016 [bib]: Himanshu Sharad Bhatt; Sandipan Dandapat; Peddamuthu Balaji; Shourya Roy; Sharmistha Jat; Deepali Semwal
SODA:Service Oriented Domain Adaptation Architecture for Microblog Categorization

N16-3017 [bib]: Markus Müller; Thai Son Nguyen; Jan Niehues; Eunah Cho; Bastian Krüger; Thanh-Le Ha; Kevin Kilgour; Matthias Sperber; Mohammed Mediani; Sebastian Stüker; Alex Waibel
Lecture Translator - Speech translation framework for simultaneous lecture translation

N16-3018 [bib]: Pascale Fung; Anik Dey; Farhad Bin Siddique; Ruixi Lin; Yang Yang; Yan Wan; Ho Yin Ricky Chan
Zara The Supergirl: An Empathetic Personality Recognition System

N16-3019 [bib]: Sharada Prasanna Mohanty; Nehal J Wani; Manish Srivastava; Dipti Misra Sharma
Kathaa: A Visual Programming Framework for NLP Applications

N16-3020 [bib]: Marco Ribeiro; Sameer Singh; Carlos Guestrin
“Why Should I Trust You?”: Explaining the Predictions of Any Classifier

Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts

N16-4 [bib]: Entire volume

N16-4000: Front Matter

N16-4001 [bib]: Dan Flickinger; Emily M. Bender; Woodley Packard
English Resource Semantics

N16-4002 [bib]: Mitesh M. Khapra; Sarath Chandar
Multilingual Multimodal Language Processing Using Neural Networks

N16-4003 [bib]: Wen-tau Yih; Hao Ma
Question Answering with Knowledge Base, Web and Beyond

N16-4004 [bib]: Zhengdong Lu; Hang Li
Recent Progress in Deep Learning for NLP

N16-4005 [bib]: William Yang Wang; William Cohen
Scalable Statistical Relational Learning for NLP

N16-4006 [bib]: Pushpak Bhattacharyya; Mitesh M. Khapra; Anoop Kunchukuttan
Statistical Machine Translation between Related Languages