EMNLP 2014

235 papers

Text Quantification

Fabrizio Sebastiani

Natural Language Processing of Arabic and its Dialects

Mona Diab, Nizar Habash

Embedding Methods for Natural Language Processing

Antoine Bordes, Jason Weston

Syntax-Based Statistical Machine Translation

Philip Williams, Philipp Koehn

Linear Programming Decoders in Natural Language Processing: From Integer Programming to Message Passing and Dual Decomposition

André F. T. Martins

Semantic Parsing with Combinatory Categorial Grammars

Yoav Artzi, Nicholas FitzGerald, Luke Zettlemoyer

Spectral Learning Techniques for Weighted Automata, Transducers, and Grammars

Borja Balle, Ariadna Quattoni, Xavier Carreras

Sentiment Analysis of Social Media Texts

Saif M. Mohammad, Xiaodan Zhu

Summarizing Online Forum Discussions – Can Dialog Acts of Individual Messages Help?

Sumit Bhatia, Prakhar Biyani, Prasenjit Mitra

Prune-and-Score: Learning for Greedy Coreference Resolution

Chao Ma, Janardhan Rao Doppa, J. Walker Orr, Prashanth Mannem, Xiaoli Fern

Building Chinese Discourse Corpus with Connective-driven Dependency Tree Structure

Yancui Li, Wenhe Feng, Jing Sun, Fang Kong, Guodong Zhou

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces

Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tur, Ruhi Sarikaya

A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents

Yufang Hou, Katja Markert, Michael Strube

Recall Error Analysis for Coreference Resolution

Sebastian Martschat, Michael Strube

Recursive Deep Models for Discourse Parsing

Jiwei Li, Rumeng Li, Eduard Hovy

Discriminative Reranking of Discourse Parses Using Tree Kernels

Shafiq Joty, Alessandro Moschitti

A Model of Coherence Based on Distributed Sentence Representation

Jiwei Li, Eduard Hovy

Learning Spatial Knowledge for Text to 3D Scene Generation

Angel Chang, Manolis Savva, Christopher D. Manning

Classifying Idiomatic and Literal Expressions Using Topic Models and Intensity of Emotions

Jing Peng, Anna Feldman, Ekaterina Vylomova

Brighter than Gold: Figurative Language in User Generated Comparisons

Vlad Niculae, Cristian Danescu-Niculescu-Mizil

Major Life Event Extraction from Twitter based on Congratulations/Condolences Speech Acts

Jiwei Li, Alan Ritter, Claire Cardie, Eduard Hovy

Self-disclosure topic model for classifying and analyzing Twitter conversations

JinYeong Bak, Chin-Yew Lin, Alice Oh

Online topic model for Twitter considering dynamics of user interests and topic trends

Kentaro Sasaki, Tomohiro Yoshikawa, Takeshi Furuhashi

Gender and Power: How Gender and Gender Environment Affect Manifestations of Power

Vinodkumar Prabhakaran, Emily E. Reid, Owen Rambow

Latent-Variable Synchronous CFGs for Hierarchical Translation

Avneesh Saluja, Chris Dyer, Shay B. Cohen

Search-Aware Tuning for Machine Translation

Lemao Liu, Liang Huang

Noisy Or-based model for Relation Extraction using Distant Supervision

Ajay Nagesh, Gholamreza Haffari, Ganesh Ramakrishnan

CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection

Derry Tanti Wijaya, Ndapandula Nakashole, Tom M. Mitchell

Combining Visual and Textual Features for Information Extraction from Online Flyers

Emilia Apostolova, Noriko Tomuro

Joint Inference for Knowledge Base Population

Liwei Chen, Yansong Feng, Jinghui Mo, Songfang Huang, Dongyan Zhao

Automatic Inference of the Tense of Chinese Events Using Implicit Linguistic Information

Yuchen Zhang, Nianwen Xue

Type-Aware Distantly Supervised Relation Extraction with Linked Arguments

Mitchell Koch, John Gilmer, Stephen Soderland, Daniel S. Weld

Coarse-grained Candidate Generation and Fine-grained Re-ranking for Chinese Abbreviation Prediction

Longkai Zhang, Houfeng Wang, Xu Sun

ZORE: A Syntax-based System for Chinese Open Relation Extraction

Likun Qiu, Yue Zhang

Modeling Joint Entity and Relation Extraction with Table Representation

Makoto Miwa, Yutaka Sasaki

Event Role Extraction using Domain-Relevant Word Representations

Emanuela Boros, Romaric Besançon, Olivier Ferret, Brigitte Grau

Constructing Information Networks Using One Single Model

Qi Li, Heng Ji, Yu Hong, Sujian Li

Improving Word Alignment using Word Similarity

Theerawat Songyot, David Chiang

Dependency-based Discourse Parser for Single-Document Summarization

Yasuhisa Yoshida, Jun Suzuki, Tsutomu Hirao, Masaaki Nagata

Joint Decoding of Tree Transduction Models for Sentence Compression

Jin-ge Yao, Xiaojun Wan, Jianguo Xiao

#TagSpace: Semantic Embeddings from Hashtags

Jason Weston, Sumit Chopra, Keith Adams

Muli-label Text Categorization with Hidden Components

Li Li, Longkai Zhang, Houfeng Wang

A Model of Individual Differences in Gaze Control During Reading

Niels Landwehr, Sebastian Arzt, Tobias Scheffer, Reinhold Kliegl

Detecting Latent Ideology in Expert Text: Evidence From Academic Papers in Economics

Zubin Jelveh, Bruce Kogut, Suresh Naidu

Joint Emotion Analysis via Multi-task Gaussian Processes

Daniel Beck, Trevor Cohn, Lucia Specia

Detecting Non-compositional MWE Components using Wiktionary

Bahar Salehi, Paul Cook, Timothy Baldwin

Comparing Representations of Semantic Roles for String-To-Tree Decoding

Marzieh Bazrafshan, Daniel Gildea

Cross-Lingual Part-of-Speech Tagging through Ambiguous Learning

Guillaume Wisniewski, Nicolas Pécheux, Souhir Gahbiche-Braham, François Yvon

Joint Learning of Chinese Words, Terms and Keywords

Ziqiang Cao, Sujian Li, Heng Ji

Cipher Type Detection

Malte Nuhn, Kevin Knight

Improved Decipherment of Homophonic Ciphers

Malte Nuhn, Julian Schamper, Hermann Ney

Large-scale Reordering Model for Statistical Machine Translation using Dual Multinomial Logistic Regression

Abdullah Alrajeh, Mahesan Niranjan

Sometimes Average is Best: The Importance of Averaging for Prediction using MCMC Inference in Topic Modeling

Viet-An Nguyen, Jordan Boyd-Graber, Philip Resnik

Convolutional Neural Networks for Sentence Classification

Yoon Kim

Type-based MCMC for Sampling Tree Fragments from Forests

Xiaochang Peng, Daniel Gildea

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merrienboer, Caglar Gulcehre, Dzmitry Bahdanau, Fethi Bougares

Random Manhattan Integer Indexing: Incremental L1 Normed Vector Space Construction

Behrang Q. Zadeh, Siegfried Handschuh

Combining String and Context Similarity for Bilingual Term Alignment from Comparable Corpora

Georgios Kontonatsios, Ioannis Korkontzelos, Jun’ichi Tsujii, Sophia Ananiadou

Dependency-Based Bilingual Language Models for Reordering in Statistical Machine Translation

Ekaterina Garmash, Christof Monz

Word Translation Prediction for Morphologically Rich Languages with Bilingual Neural Networks

Ke M. Tran, Arianna Bisazza, Christof Monz

Improving Pivot-Based Statistical Machine Translation by Pivoting the Co-occurrence Count of Phrase Pairs

Xiaoning Zhu, Zhongjun He, Hua Wu, Conghui Zhu, Haifeng Wang

Refining Word Segmentation Using a Manually Aligned Corpus for Statistical Machine Translation

Xiaolin Wang, Masao Utiyama, Andrew Finch, Eiichiro Sumita

Assessing the Impact of Translation Errors on Machine Translation Quality with Mixed-effects Models

Marcello Federico, Matteo Negri, Luisa Bentivogli, Marco Turchi

Fast and Accurate Misspelling Correction in Large Corpora

Octavian Popescu, Ngoc Phuoc An Vo

Automatic Generation of Related Work Sections in Scientific Papers: An Optimization Approach

Yue Hu, Xiaojun Wan

Clustering Aspect-related Phrases by Leveraging Sentiment Distribution Consistency

Li Zhao, Minlie Huang, Haiqiang Chen, Junjun Cheng, Xiaoyan Zhu

Abstractive Summarization of Product Reviews Using Discourse Structure

Shima Gerani, Yashar Mehdad, Giuseppe Carenini, Raymond T. Ng, Bita Nejat

Knowledge Graph and Text Jointly Embedding

Zhen Wang, Jianwen Zhang, Jianlin Feng, Zheng Chen

A convex relaxation for weakly supervised relation extraction

Edouard Grave

Typed Tensor Decomposition of Knowledge Bases for Relation Extraction

Kai-Wei Chang, Wen-tau Yih, Bishan Yang, Christopher Meek

Combining Distant and Partial Supervision for Relation Extraction

Gabor Angeli, Julie Tibshirani, Jean Wu, Christopher D. Manning

Jointly Learning Word Representations and Composition Functions Using Predicate-Argument Structures

Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa, Yoshimasa Tsuruoka

GloVe: Global Vectors for Word Representation

Jeffrey Pennington, Richard Socher, Christopher Manning

Word Semantic Representations using Bayesian Probabilistic Tensor Factorization

Jingwei Zhang, Jeremy Salwen, Michael Glass, Alfio Gliozzo

Sensicon: An Automatically Constructed Sensorial Lexicon

Serra Sinem Tekiroglu, Gözde Özbal, Carlo Strapparava

Modeling Biological Processes for Reading Comprehension

Jonathan Berant, Vivek Srikumar, Pei-Chun Chen, Abby Vander Linden, Brittany Harding

Language Modeling with Power Low Rank Ensembles

Ankur P. Parikh, Avneesh Saluja, Chris Dyer, Eric Xing

Staying on Topic: An Indicator of Power in Political Debates

Vinodkumar Prabhakaran, Ashima Arora, Owen Rambow

Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization

Kuan-Yu Chen, Shih-Hung Liu, Berlin Chen, Ea-Ee Jan, Hsin-Min Wang

Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays

Ritwik Banerjee, Song Feng, Jun Seok Kang, Yejin Choi

Verifiably Effective Arabic Dialect Identification

Kareem Darwish, Hassan Sajjad, Hamdy Mubarak

Intrinsic Plagiarism Detection using N-gram Classes

Imene Bensalem, Paolo Rosso, Salim Chikhi

Financial Keyword Expansion via Continuous Word Vector Representations

Ming-Feng Tsai, Chuan-Ju Wang

Using Mined Coreference Chains as a Resource for a Semantic Task

Heike Adel, Hinrich Schütze

Citation-Enhanced Keyphrase Extraction from Research Papers: A Supervised Approach

Cornelia Caragea, Florin Adrian Bulgarov, Andreea Godea, Sujatha Das Gollapalli

Extracting Clusters of Specialist Terms from Unstructured Text

Aaron Gerow

Using Structured Events to Predict Stock Price Movement: An Empirical Investigation

Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan

Predicting Chinese Abbreviations with Minimum Semantic Unit and Global Constraints

Longkai Zhang, Li Li, Houfeng Wang, Xu Sun

Device-Dependent Readability for Improved Text Understanding

A-Yeong Kim, Hyun-Je Song, Seong-Bae Park, Sang-Jo Lee

Predicting Dialect Variation in Immigrant Contexts Using Light Verb Constructions

A. Seza Doğruöz, Preslav Nakov

Language Transfer Hypotheses with Linear SVM Weights

Shervin Malmasi, Mark Dras

Formalizing Word Sampling for Vocabulary Prediction as Graph-based Active Learning

Yo Ehara, Yusuke Miyao, Hidekazu Oiwa, Issei Sato, Hiroshi Nakagawa

Can characters reveal your native language? A language-independent approach to native language identification

Radu Tudor Ionescu, Marius Popescu, Aoife Cahill

PCFG Induction for Unsupervised Parsing and Language Modelling

James Scicluna, Colin de la Higuera

Don’t Until the Final Verb Wait: Reinforcement Learning for Simultaneous Machine Translation

Alvin Grissom II, He He, Jordan Boyd-Graber, John Morgan, Hal Daume III

Weakly-Supervised Learning with Cost-Augmented Contrastive Estimation

Kevin Gimpel, Mohit Bansal

Low-dimensional Embeddings for Interpretable Anchor-based Topic Inference

David Mimno, Moontae Lee

Semantic Parsing with Relaxed Hybrid Trees

Wei Lu

Semantic Parsing Using Content and Context: A Case Study from Requirements Elicitation

Reut Tsarfaty, Ilia Pogrebezky, Guy Weiss, Yaarit Natan, Smadar Szekely

Morpho-syntactic Lexical Generalization for CCG Semantic Parsing

Adrienne Wang, Tom Kwiatkowski, Luke Zettlemoyer