EMNLP 2014

235 papers

Learning Compact Lexicons for CCG Semantic Parsing

Yoav Artzi, Dipanjan Das, Slav Petrov

Confidence-based Rewriting of Machine Translation Output

Benjamin Marie, Aurélien Max

Large-scale Expected BLEU Training of Phrase-based Reordering Models

Michael Auli, Michel Galley, Jianfeng Gao

Exact Decoding for Phrase-Based Statistical Machine Translation

Wilker Aziz, Marc Dymetman, Lucia Specia

Human Effort and Machine Learnability in Computer Aided Translation

Spence Green, Sida I. Wang, Jason Chuang, Jeffrey Heer, Sebastian Schuster

An Iterative Link-based Method for Parallel Web Page Mining

Le Liu, Yu Hong, Jun Lu, Jun Lang, Heng Ji

Fine-Grained Contextual Predictions for Hard Sentiment Words

Sebastian Ebert, Hinrich Schütze

Learning Emotion Indicators from Tweets: Hashtags, Hashtag Patterns, and Phrases

Ashequl Qadir, Ellen Riloff

A Sentiment-aligned Topic Model for Product Aspect Rating Prediction

Hao Wang, Martin Ester

+/-EffectWordNet: Sense-level Lexicon Acquisition for Opinion Inference

Yoonjung Choi, Janyce Wiebe

Detecting Disagreement in Conversations using Pseudo-Monologic Rhetorical Structure

Kelsey Allen, Giuseppe Carenini, Raymond Ng

Exploiting Community Emotion for Microblog Event Detection

Gaoyan Ou, Wei Chen, Tengjiao Wang, zhongyu wei, Binyang Li

Dependency Parsing for Weibo: An Efficient Probabilistic Logic Programming Approach

William Yang Wang, Lingpeng Kong, Kathryn Mazaitis, William W. Cohen

Developing Age and Gender Predictive Lexica over Social Media

Maarten Sap, Gregory Park, Johannes Eichstaedt, Margaret Kern, David Stillwell

Exploiting Social Relations and Sentiment for Stock Prediction

Jianfeng Si, Arjun Mukherjee, Bing Liu, Sinno Jialin Pan, Qing Li

Vote Prediction on Comments in Social Polls

Isaac Persing, Vincent Ng

A Regularized Competition Model for Question Difficulty Estimation in Community Question Answering Services

Quan Wang, Jing Liu, Bin Wang, Li Guo

Knowledge Graph and Corpus Driven Segmentation and Answer Inference for Telegraphic Entity-seeking Queries

Mandar Joshi, Uma Sawant, Soumen Chakrabarti

Question Answering over Linked Data Using First-order Logic

Shizhu He, Kang Liu, Yuanzhe Zhang, Liheng Xu, Jun Zhao

Queries as a Source of Lexicalized Commonsense Knowledge

Marius Pasca

Tailor knowledge graph for query understanding: linking intent topics by propagation

Shi Zhao, Yan Zhang

Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space

Arvind Neelakantan, Jeevan Shankar, Alexandre Passos, Andrew McCallum

An Etymological Approach to Cross-Language Orthographic Similarity. Application on Romanian

Alina Maria Ciobanu, Liviu P. Dinu

Reducing Dimensions of Tensors in Type-Driven Distributional Semantics

Tamara Polajnar, Luana Fǎgǎrǎşan, Stephen Clark

A Unified Model for Word Sense Representation and Disambiguation

Xinxiong Chen, Zhiyuan Liu, Maosong Sun

Greed is Good if Randomized: New Inference for Dependency Parsing

yuan zhang, Tao Lei, Regina Barzilay, Tommi Jaakkola

A Dependency Parser for Tweets

Lingpeng Kong, Nathan Schneider, Swabha Swayamdipta, Archna Bhatia, Chris Dyer

A* CCG Parsing with a Supertag-factored Model

Mike Lewis, Mark Steedman

Data Driven Grammatical Error Detection in Transcripts of Children’s Speech

Eric Morley, Anna Eva Hallin, Brian Roark

POS Tagging of English-Hindi Code-Mixed Social Media Content

Yogarshi Vyas, Spandana Gella, Jatin Sharma, Kalika Bali, Monojit Choudhury

Importance weighting and unsupervised domain adaptation of POS taggers: a negative result

Barbara Plank, Anders Johannsen, Anders Søgaard

Dependency parsing with latent refinements of part-of-speech tags

Thomas Mueller, Richárd Farkas, Alex Judea, Helmut Schmid, Hinrich Schuetze

System Combination for Grammatical Error Correction

Raymond Hendy Susanto, Peter Phandi, Hwee Tou Ng

Neural Networks Leverage Corpus-wide Information for Part-of-speech Tagging

Yuta Tsuboi

Ambiguity Resolution for Vt-N Structures in Chinese

Yu-Ming Hsieh, Jason S. Chang, Keh-Jiann Chen

A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing

Carlos Gómez-Rodríguez, Francesco Sartorio, Giorgio Satta

Language Modeling with Functional Head Constraint for Code Switching Speech Recognition

Ying Li, Pascale Fung

An Experimental Comparison of Active Learning Strategies for Partially Labeled Sequences

Diego Marcheggiani, Thierry Artières

What Can We Get From 1000 Tokens? A Case Study of Multilingual POS Tagging For Resource-Poor Languages

Long Duong, Trevor Cohn, Karin Verspoor, Steven Bird, Paul Cook

Morphological Segmentation for Keyword Spotting

Karthik Narasimhan, Damianos Karakos, Richard Schwartz, Stavros Tsakalidis, Regina Barzilay

Balanced Korean Word Spacing with Structural SVM

Changki Lee, Edward Choi, Hyunki Kim

Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations

Yijia Liu, Yue Zhang, Wanxiang Che, Ting Liu, Fan Wu

A Joint Model for Unsupervised Chinese Word Segmentation

Miaohong Chen, Baobao Chang, Wenzhe Pei

Syllable weight encodes mostly the same information for English word segmentation as dictionary stress

John K Pate, Mark Johnson

Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features

Deepak Venugopal, Chen Chen, Vibhav Gogate, Vincent Ng

Analysing recall loss in named entity slot filling

Glen Pink, Joel Nothman, James R. Curran

Taxonomy Construction Using Syntactic Contextual Evidence

Anh Tuan Luu, Jung-jae Kim, See Kiong Ng

Unsupervised Template Mining for Semantic Category Understanding

Lei Shi, Shuming Shi, Chin-Yew Lin, Yi-Dong Shen, Yong Rui

ReferItGame: Referring to Objects in Photographs of Natural Scenes

Sahar Kazemzadeh, Vicente Ordonez, Mark Matten, Tamara Berg

Unsupervised Sentence Enhancement for Automatic Summarization

Jackie Chi Kit CHEUNG, Gerald Penn

Chinese Zero Pronoun Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers

Chen Chen, Vincent Ng

Why are You Taking this Stance? Identifying and Classifying Reasons in Ideological Debates

Kazi Saidul Hasan, Vincent Ng

A Fast and Accurate Dependency Parser using Neural Networks

Danqi Chen, Christopher Manning

The Inside-Outside Recursive Neural Network model for Dependency Parsing

Phong Le, Willem Zuidema

Opinion Mining with Deep Recurrent Neural Networks

Ozan Irsoy, Claire Cardie

Evaluating Neural Word Representations in Tensor-Based Compositional Settings

Dmitrijs Milajevs, Dimitri Kartsaklis, Mehrnoosh Sadrzadeh, Matthew Purver

Invited Talk: Learning from Rational Behavior

Thorsten Joachims

Analyzing Stemming Approaches for Turkish Multi-Document Summarization

Muhammed Yavuz Nuzumlalı, Arzucan Özgür

Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees

Chen Li, Yang Liu, Fei Liu, Lin Zhao, Fuliang Weng

Fear the REAPER: A System for Automatic Multi-Document Summarization with Reinforcement Learning

Cody Rioux, Sadid A. Hasan, Yllias Chali

Chinese Poetry Generation with Recurrent Neural Networks

Xingxing Zhang, Mirella Lapata

Finding Good Enough: A Task-Based Evaluation of Query Biased Summarization for Cross-Language Information Retrieval

Jennifer Williams, Sharon Tam, Wade Shen

Adding High-Precision Links to Wikipedia

Thanapon Noraset, Chandra Bhagavatula, Doug Downey

Joint Relational Embeddings for Knowledge-based Question Answering

Min-Chul Yang, Nan Duan, Ming Zhou, Hae-Chang Rim

A Neural Network for Factoid Question Answering over Paragraphs

Mohit Iyyer, Jordan Boyd-Graber, Leonardo Claudino, Richard Socher, Hal Daume III

Non-linear Mapping for Improved Identification of 1300+ Languages

Ralf Brown

Correcting Keyboard Layout Errors and Homoglyphs in Queries

Derek Barnes, Mahesh Joshi, Hassan Sawaf

Question Answering with Subgraph Embeddings

Antoine Bordes, Sumit Chopra, Jason Weston

Lexical Substitution for the Medical Domain

Martin Riedl, Michael Glass, Alfio Gliozzo

Semantic-Based Multilingual Document Clustering via Tensor Modeling

Salvatore Romeo, Andrea Tagarelli, Dino Ienco

Learning to Translate: A Query-Specific Combination Approach for Cross-Lingual Information Retrieval

Ferhan Ture, Elizabeth Boschee

Translation Rules with Right-Hand Side Lattices

Fabien Cromieres, Sadao Kurohashi

Latent Domain Phrase-based Models for Adaptation

Hoang Cuong, Khalil Sima’an

Beyond Parallel Data: Joint Word Alignment and Decipherment Improves Machine Translation

Qing Dou, Ashish Vaswani, Kevin Knight

Modeling Term Translation for Document-informed Machine Translation

Fandong Meng, Deyi Xiong, Wenbin Jiang, Qun Liu

NaturalLI: Natural Logic Inference for Common Sense Reasoning

Gabor Angeli, Christopher D. Manning

Learning to Solve Arithmetic Word Problems with Verb Categorization

Mohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, Nate Kushman

A Comparison of Selectional Preference Models for Automatic Verb Classification

Will Roberts, Markus Egg

Resolving Shell Nouns

Varada Kolhatkar, Graeme Hirst

Positive Unlabeled Learning for Deceptive Reviews Detection

Yafeng Ren, Donghong Ji, Hongbin Zhang

A Joint Segmentation and Classification Framework for Sentiment Analysis

Duyu Tang, Furu Wei, Bing Qin, Li Dong, Ting Liu

Sentiment Analysis on the People’s Daily

Jiwei Li, Eduard Hovy

Explaining the Stars: Weighted Multiple-Instance Learning for Aspect-Based Sentiment Analysis

Nikolaos Pappas, Andrei Popescu-Belis

An I-vector Based Approach to Compact Multi-Granularity Topic Spaces Representation of Textual Documents

Mohamed Morchid, Mohamed Bouallegue, Richard Dufour, Georges Linarès, Driss Matrouf

Semantic Kernels for Semantic Parsing

Iman Saleh, Alessandro Moschitti, Preslav Nakov, Lluis Marquez, Shafiq Joty

A Shortest-path Method for Arc-factored Semantic Role Labeling

Xavier Lluís, Xavier Carreras, Lluis Marquez

Aligning English Strings with Abstract Meaning Representation Graphs

Nima Pourdamghani, Yang Gao, Ulf Hermjakob, Kevin Knight

Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri

Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch

Automatic Domain Assignment for Word Sense Alignment

Tommaso Caselli, Carlo Strapparava

Composition of Word Representations Improves Semantic Role Labelling

Michael Roth, Kristian Woodsend

Incorporating Vector Space Similarity in Random Walk Inference over Knowledge Bases

Matt Gardner, Partha Talukdar, Jayant Krishnamurthy, Tom Mitchell

Multi-Resolution Language Grounding with Weak Supervision

R. Koncel-Kedziorski, Hannaneh Hajishirzi, Ali Farhadi

Werdy: Recognition and Disambiguation of Verbs and Verb Phrases with Syntactic and Semantic Pruning

Luciano Del Corro, Rainer Gemulla, Gerhard Weikum

Multi-Predicate Semantic Role Labeling

Haitong Yang, Chengqing Zong

Probabilistic Models of Cross-Lingual Semantic Similarity in Context Based on Latent Cross-Lingual Concepts Induced from Comparable Data

Ivan Vulić, Marie-Francine Moens

Hierarchical Discriminative Classification for Text-Based Geolocation

Benjamin Wing, Jason Baldridge

ReNoun: Fact Extraction for Nominal Attributes

Mohamed Yahya, Steven Whang, Rahul Gupta, Alon Halevy

A Graph-based Approach for Contextual Text Normalization

Cagil Sönmez, Arzucan Özgür

Incremental Semantic Role Labeling with Tree Adjoining Grammar

Ioannis Konstas, Frank Keller, Vera Demberg, Mirella Lapata

Parsing low-resource languages using Gibbs sampling for PCFGs with latent annotations

Liang Sun, Jason Mielens, Jason Baldridge