NAACL 2016

228 papers

Deep Lexical Segmentation and Syntactic Parsing in the Easy-First Dependency Framework

Matthieu Constant, Joseph Le Roux, Nadi Tomeh

Making Dependency Labeling Simple, Fast and Accurate

Tianxiao Shen, Tao Lei, Regina Barzilay

Eyes Don’t Lie: Predicting Machine Translation Quality Using Eye Movement

Hassan Sajjad, Francisco Guzmán, Nadir Durrani, Ahmed Abdelali, Houda Bouamor

Interlocking Phrases in Phrase-based Statistical Machine Translation

Ye Kyaw Thu, Andrew Finch, Eiichiro Sumita

Fast and Easy Short Answer Grading with High Accuracy

Md Arafat Sultan, Cristobal Salazar, Tamara Sumner

Geolocation for Twitter: Timing Matters

Mark Dredze, Miles Osborne, Prabhanjan Kambadur

Frustratingly Easy Cross-Lingual Transfer for Transition-Based Dependency Parsing

Ophélie Lacroix, Lauriane Aufrant, Guillaume Wisniewski, François Yvon

Assessing Relative Sentence Complexity using an Incremental CCG Parser

Bharat Ram Ambati, Siva Reddy, Mark Steedman

Improve Chinese Word Embeddings by Exploiting Internal Structure

Jian Xu, Jiawei Liu, Liangang Zhang, Zhengyu Li, Huanhuan Chen

The Role of Context Types and Dimensionality in Learning Word Embeddings

Oren Melamud, David McClosky, Siddharth Patwardhan, Mohit Bansal

Embedding Lexical Features via Low-Rank Tensors

Mo Yu, Mark Dredze, Raman Arora, Matthew R. Gormley

Unsupervised Ranking Model for Entity Coreference Resolution

Xuezhe Ma, Zhengzhong Liu, Eduard Hovy

Search Space Pruning: A Simple Solution for Better Coreference Resolvers

Nafise Sadat Moosavi, Michael Strube

Learning Global Features for Coreference Resolution

Sam Wiseman, Alexander M. Rush, Stuart M. Shieber

A Novel Approach to Dropped Pronoun Translation

Longyue Wang, Zhaopeng Tu, Xiaojun Zhang, Hang Li, Andy Way

LSTM Neural Reordering Feature for Statistical Machine Translation

Yiming Cui, Shijin Wang, Jianfeng Li

Interpretese vs. Translationese: The Uniqueness of Human Strategies in Simultaneous Interpretation

He He, Jordan Boyd-Graber, Hal Daume III

Information Density and Quality Estimation Features as Translationese Indicators for Human Translation Classification

Raphael Rubino, Ekaterina Lapshinova-Koltunski, Josef van Genabith

An Attentional Model for Speech Translation Without Transcription

Long Duong, Antonios Anastasopoulos, David Chiang, Steven Bird, Trevor Cohn

Pairwise Word Interaction Modeling with Deep Neural Networks for Semantic Similarity Measurement

Hua He, Jimmy Lin

Bayesian Supervised Domain Adaptation for Short Text Similarity

Md Arafat Sultan, Jordan Boyd-Graber, Tamara Sumner

DAG-Structured Long Short-Term Memory for Semantic Compositionality

Xiaodan Zhu, Parinaz Sobhani, Hongyu Guo

A Translation-Based Knowledge Graph Embedding Preserving Logical Property of Relations

Hee-Geun Yoon, Hyun-Je Song, Seong-Bae Park, Se-Young Park

Effective Crowd Annotation for Relation Extraction

Angli Liu, Stephen Soderland, Jonathan Bragg, Christopher H. Lin, Xiao Ling

Multilingual Relation Extraction using Compositional Universal Schema

Patrick Verga, David Belanger, Emma Strubell, Benjamin Roth, Andrew McCallum

Incorporating Structural Alignment Biases into an Attentional Neural Translation Model

Trevor Cohn, Cong Duy Vu Hoang, Ekaterina Vymolova, Kaisheng Yao, Chris Dyer

Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism

Orhan Firat, Kyunghyun Cho, Yoshua Bengio

Speed-Constrained Tuning for Statistical Machine Translation Using Bayesian Optimization

Daniel Beck, Adrià de Gispert, Gonzalo Iglesias, Aurelien Waite, Bill Byrne

Dynamic Entity Representation with Max-pooling Improves Machine Reading

Sosuke Kobayashi, Ran Tian, Naoaki Okazaki, Kentaro Inui

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra

Comparing Convolutional Neural Networks to Traditional Models for Slot Filling

Heike Adel, Benjamin Roth, Hinrich Schütze

Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua

Derry Tanti Wijaya, Tom M. Mitchell

Capturing Reliable Fine-Grained Sentiment Associations by Crowdsourcing and Best–Worst Scaling

Svetlana Kiritchenko, Saif M. Mohammad

Opinion Holder and Target Extraction on Opinion Compounds – A Linguistic Approach

Michael Wiegand, Christine Bocionek, Josef Ruppenhofer

Clustering for Simultaneous Extraction of Aspects and Features from Reviews

Lu Chen, Justin Martineau, Doreen Cheng, Amit Sheth

Separating Actor-View from Speaker-View Opinion Expressions using Linguistic Features

Michael Wiegand, Marc Schulder, Josef Ruppenhofer

Ultradense Word Embeddings by Orthogonal Transformation

Sascha Rothe, Sebastian Ebert, Hinrich Schütze

Inter-document Contextual Language model

Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari

Natural Language Communication with Robots

Yonatan Bisk, Deniz Yuret, Daniel Marcu

A Corpus and Semantic Parser for Multilingual Natural Language Querying of OpenStreetMap

Carolin Haas, Stefan Riezler

Generation from Abstract Meaning Representation using Tree Transducers

Jeffrey Flanigan, Chris Dyer, Noah A. Smith, Jaime Carbonell

What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine Alignment

Hongyuan Mei, Mohit Bansal, Matthew R. Walter

Weak Semi-Markov CRFs for Noun Phrase Chunking in Informal Text

Aldrian Obaja Muis, Wei Lu

Joint Learning with Global Inference for Comment Classification in Community Question Answering

Shafiq Joty, Lluis Marquez, Preslav Nakov

Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification

Aditya Mogadala, Achim Rettinger

Visualizing and Understanding Neural Models in NLP

Jiwei Li, Xinlei Chen, Eduard Hovy, Dan Jurafsky

Syntactic Parsing of Web Queries with Question Intent

Yuval Pinter, Roi Reichart, Idan Szpektor

A Joint Model of Orthography and Morphological Segmentation

Ryan Cotterell, Tim Vieira, Hinrich Schütze

Phonological Pun-derstanding

Aaron Jaech, Rik Koncel-Kedziorski, Mari Ostendorf

Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations

Patrick Ziering, Lonneke van der Plas

Morphological Inflection Generation Using Character Sequence to Sequence Learning

Manaal Faruqui, Yulia Tsvetkov, Graham Neubig, Chris Dyer

Weighting Finite-State Transductions With Neural Context

Pushpendre Rastogi, Ryan Cotterell, Jason Eisner

Unsupervised Compound Splitting With Distributional Semantics Rivals Supervised Methods

Martin Riedl, Chris Biemann

Probabilistic Models for Learning a Semantic Parser Lexicon

Jayant Krishnamurthy

Deconstructing Complex Search Tasks: a Bayesian Nonparametric Approach for Extracting Sub-tasks

Rishabh Mehrotra, Prasanta Bhattacharya, Emine Yilmaz

Cross-lingual Wikification Using Multilingual Embeddings

Chen-Tse Tsai, Dan Roth

Vision and Feature Norms: Improving automatic feature norm learning through cross-modal maps

Luana Bulat, Douwe Kiela, Stephen Clark

Conversational Markers of Constructive Discussions

Vlad Niculae, Cristian Danescu-Niculescu-Mizil

Large-scale Multitask Learning for Machine Translation Quality Estimation

Kashif Shah, Lucia Specia

Structured Prediction with Output Embeddings for Semantic Image Annotation

Ariadna Quattoni, Arnau Ramisa, Pranava Swaroop Madhyastha, Edgar Simo-Serra, Francesc Moreno-Noguer

Improving event prediction by representing script participants

Simon Ahrendt, Vera Demberg

Building Chinese Affective Resources in Valence-Arousal Dimensions

Liang-Chih Yu, Lung-Hao Lee, Shuai Hao, Jin Wang, Yunchao He

Combining Recurrent and Convolutional Neural Networks for Relation Classification

Ngoc Thang Vu, Heike Adel, Pankaj Gupta, Hinrich Schütze

Learning Distributed Word Representations For Bidirectional LSTM Recurrent Neural Network

Peilu Wang, Yao Qian, Frank K. Soong, Lei He, Hai Zhao

Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence

Gakuto Kurata, Bing Xiang, Bowen Zhou

Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks

Ji Young Lee, Franck Dernoncourt

Breaking the Closed World Assumption in Text Classification

Geli Fei, Bing Liu

Symmetric Patterns and Coordinations: Fast and Enhanced Representations of Verbs and Adjectives

Roy Schwartz, Roi Reichart, Ari Rappoport

A Recurrent Neural Networks Approach for Estimating the Quality of Machine Translation Output

Hyun Kim, Jong-Hyeok Lee

Transition-Based Syntactic Linearization with Lookahead Features

Ratish Puduppully, Yue Zhang, Manish Shrivastava

The Sensitivity of Topic Coherence Evaluation to Topic Cardinality

Jey Han Lau, Timothy Baldwin

Bidirectional RNN for Medical Event Detection in Electronic Health Records

Abhyuday N Jagannatha, Hong Yu

An Unsupervised Model of Orthographic Variation for Historical Document Transcription

Dan Garrette, Hannah Alpert-Abrams

STransE: a novel embedding model of entities and relationships in knowledge bases

Dat Quoc Nguyen, Kairit Sirts, Lizhen Qu, Mark Johnson

Online Multilingual Topic Models with Multi-Level Hyperpriors

Kriste Krstovski, David Smith, Michael J. Kurtz

Shift-Reduce CCG Parsing using Neural Network Models

Bharat Ram Ambati, Tejaswini Deoskar, Mark Steedman

Intra-Topic Variability Normalization based on Linear Projection for Topic Classification

Quan Liu, Wu Guo, Zhen-Hua Ling, Hui Jiang, YU HU

Inferring Psycholinguistic Properties of Words

Gustavo Paetzold, Lucia Specia

Joint Learning Templates and Slots for Event Schema Induction

Lei Sha, Sujian Li, Baobao Chang, Zhifang Sui

Individual Variation in the Choice of Referential Form

Thiago Castro Ferreira, Emiel Krahmer, Sander Wubben

Psycholinguistic Features for Deceptive Role Detection in Werewolf

Codruta Girlea, Roxana Girju, Eyal Amir

Agreement on Target-bidirectional Neural Machine Translation

Lemao Liu, Masao Utiyama, Andrew Finch, Eiichiro Sumita

Expectation-Regulated Neural Model for Event Mention Extraction

Ching-Yun Chang, Zhiyang Teng, Yue Zhang

Recurrent Support Vector Machines For Slot Tagging In Spoken Language Understanding

Yangyang Shi, Kaisheng Yao, Hu Chen, Dong Yu, Yi-cheng Pan

Multimodal Semantic Learning from Child-Directed Input

Angeliki Lazaridou, Grzegorz Chrupała, Raquel Fernández, Marco Baroni

Grammatical error correction using neural machine translation

Zheng Yuan, Ted Briscoe

Leverage Financial News to Predict Stock Price Movements Using Word Embeddings and Deep Neural Networks

Yangtuo Peng, Hui Jiang

Phrasal Substitution of Idiomatic Expressions

Changsheng Liu, Rebecca Hwa

Distinguishing Literal and Non-Literal Usage of German Particle Verbs

Maximilian Köper, Sabine Schulte im Walde

Questioning Arbitrariness in Language: a Data-Driven Study of Conventional Iconicity

Ekaterina Abramova, Raquel Fernández

A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models

Yangfeng Ji, Gholamreza Haffari, Jacob Eisenstein

Recurrent Memory Networks for Language Modeling

Ke Tran, Arianna Bisazza, Christof Monz

Top-down Tree Long Short-Term Memory Networks

Xingxing Zhang, Liang Lu, Mirella Lapata

Joint Event Extraction via Recurrent Neural Networks

Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman

Joint Extraction of Events and Entities within a Document Context

Bishan Yang, Tom M. Mitchell

Drop-out Conditional Random Fields for Twitter with Huge Mined Gazetteer

Eunsuk Yang, Young-Bum Kim, Ruhi Sarikaya, Yu-Seop Kim

Dynamic Feature Induction: The Last Gist to the State-of-the-Art

Jinho D. Choi

Neural Architectures for Named Entity Recognition

Guillaume Lample, Miguel Ballesteros, Sandeep Subramanian, Kazuya Kawakami, Chris Dyer

Name Tagging for Low-resource Incident Languages based on Expectation-driven Learning

Boliang Zhang, Xiaoman Pan, Tianlu Wang, Ashish Vaswani, Heng Ji

An Empirical Study of Automatic Chinese Word Segmentation for Spoken Language Understanding and Named Entity Recognition

Wencan Luo, Fan Yang