EMNLP 2013

249 papers

A Graph-Based Approach to Skill Extraction from Text

Ilkka Kivimäki, Alexander Panchenko, Adrien Dessy, Dries Verdegem, Pascal Francq

Graph-based Approaches for Organization Entity Resolution in MapReduce

Hakan Kardes, Deepak Konidena, Siddharth Agrawal, Micah Huff, Ang Sun

Automatic Extraction of Reasoning Chains from Textual Reports

Gleb Sizov, Pinar Öztürk

Graph-Structures Matching for Review Relevance Identification

Lakshmi Ramachandran, Edward Gehringer

Understanding seed selection in bootstrapping

Yo Ehara, Issei Sato, Hidekazu Oiwa, Hiroshi Nakagawa

From Global to Local Similarities: A Graph-Based Contextualization Method using Distributional Thesauri

Martin Riedl, Chris Biemann

Graph-Based Unsupervised Learning of Word Similarities Using Heterogeneous Feature Types

Avneesh Saluja, Jiri Navratil

Reconstructing Big Semantic Similarity Networks

Ai He, Shefali Sharma, Chun-nan Hsu

Merging Word Senses

Sumit Bhagwani, Shrutiranjan Satapathy, Harish Karnick

JoBimText Visualizer: A Graph-based Approach to Contextualizing Distributional Similarity

Chris Biemann, Bonaventura Coppola, Michael R. Glass, Alfio Gliozzo, Matthew Hatem

Event-Centered Information Retrieval Using Kernels on Event Graphs

Goran Glavaš, Jan Šnajder

Proceedings of TextGraphs-8 Graph-based Methods for Natural Language Processing

Zornitsa Kozareva, Irina Matveeva, Gabor Melli, Vivi Nastase

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages

Djamé Seddah, Reut Tsarfaty, Sandra Kübler, Marie Candito, Jinho D. Choi

(Re)ranking Meets Morphosyntax: State-of-the-art Results from the SPMRL 2013 Shared Task

Anders Björkelund, Özlem Çetinoğlu, Richárd Farkas, Thomas Mueller, Wolfgang Seeker

Representation of Morphosyntactic Units and Coordination Structures in the Turkish Dependency Treebank

Umut Sulubacak, Gülşen Eryiǧit

Context Based Statistical Morphological Analyzer and its Effect on Hindi Dependency Parsing

Deepak Kumar Malladi, Prashanth Mannem

Constructing a Practical Constituent Parser from a Japanese Treebank with Function Labels

Takaaki Tanaka, Masaaki Nagata

An Empirical Study on the Effect of Morphological and Lexical Features in Persian Dependency Parsing

Mojtaba Khallash, Ali Hadian, Behrouz Minaei-Bidgoli

A Statistical Approach to Prediction of Empty Categories in Hindi Dependency Treebank

Puneeth Kukkadapu, Prashanth Mannem

SPMRL‘13 Shared Task System: The CADIM Arabic Dependency Parser

Yuval Marton, Nizar Habash, Owen Rambow, Sarah Alkhulani

The AI-KU System at the SPMRL 2013 Shared Task : Unsupervised Features for Dependency Parsing

Volkan Cirik, Husnu Sensoy

Exploiting the Contribution of Morphological Information to Parsing: the BASQUE TEAM system in the SPRML‘2013 Shared Task

Iakes Goenaga, Koldo Gojenola, Nerea Ezeiza

Effective Morphological Feature Selection with MaltOptimizer at the SPMRL 2013 Shared Task

Miguel Ballesteros

Exploring beam-based shift-reduce dependency parsing with DyALog: Results from the SPMRL 2013 shared task

Éric de la Clergerie

The LIGM-Alpage architecture for the SPMRL 2013 Shared Task: Multiword Expression Analysis and Dependency Parsing

Matthieu Constant, Marie Candito, Djamé Seddah

A Cross-Task Flexible Transition Model for Arabic Tokenization, Affix Detection, Affix Labeling, POS Tagging, and Dependency Parsing

Stephen Tratz

Parsing Croatian and Serbian by Using Croatian Dependency Treebanks

Željko Agić, Danijela Merkler, Daša Berović

Lithuanian Dependency Parsing with Rich Morphological Features

Jurgita Kapociute-Dzikiene, Joakim Nivre, Algis Krupavičius

Working with a small dataset - semi-supervised dependency parsing for Irish

Teresa Lynn, Jennifer Foster, Mark Dras

Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages

Yoav Goldberg, Yuval Marton, Ines Rehbein, Yannick Versley

Discrete Log-Linear Autoencoders for Unsupervised Learning of Linguistic Structure

Waleed Ammar, Chris Dyer, Noah A. Smith

Lexicalized Reordering Model in Chart-based Machine Translation

ThuyLinh Nguyen

On Applying and Extending Bitext for Entity Translation

Seung-won Hwang

Beyond Parallel Data -- A Decipherment Approach to Machine Translation

Qing Dou, Kevin Knight

Bitext as Word Sense Annotation: Lessons from Evaluating Machine Translation on Lexical Semantics Tasks

Marine Carpuat

Using Parallel Corpora to Bootstrap Multilingual Semantic Parsers

Kilian Evang, Johan Bos

Bitexts as Semantic Mirrors

Jörg Tiedemann, Lonneke van der Plas, Begoña Villada Moirón

The Pedantic Javadoc Corpus: Comments and Code as Bitext

Jim White

Aligning Words in Bitexts using the Bilingual Web

Jim Chang, Joseph Chee Chang, Jian-Cheng Wu, Jason S. Chang

Violation-Fixing Perceptron and Forced Decoding for Scalable MT Training

Heng Yu, Liang Huang, Haito Mi

What SMT Learns

Dekai Wu

Twenty Flavors of One Text

Daniel Zeman, Ondřej Bojar

Beyond Bitext: Five Open Problems in Machine Translation

Adam Lopez, Matt Post

Cross-Lingual Discriminative Learning of Sequence Models with Posterior Regularization

Kuzman Ganchev, Dipanjan Das

Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction

Valentin I. Spitkovsky, Hiyan Alshawi, Daniel Jurafsky

Easy Victories and Uphill Battles in Coreference Resolution

Greg Durrett, Dan Klein

Of Words, Eyes and Brains: Correlating Image-Based Distributional Semantic Models with Neural Representations of Concepts

Andrew J. Anderson, Elia Bruni, Ulisse Bordignon, Massimo Poesio, Marco Baroni

Regularized Minimum Error Rate Training

Michel Galley, Chris Quirk, Colin Cherry, Kristina Toutanova

Well-Argued Recommendation: Adaptive Models Based on Words in Recommender Systems

Julien Gaillard, Marc El-Bèze, Eitan Altman, Emmanuel Ethis

Identifying Manipulated Offerings on Review Portals

Jiwei Li, Myle Ott, Claire Cardie

Learning to Rank Lexical Substitutions

György Szarvas, Róbert Busa-Fekete, Eyke Hüllermeier

Learning Distributions over Logical Forms for Referring Expression Generation

Nicholas FitzGerald, Yoav Artzi, Luke Zettlemoyer

Fish Transporters and Miracle Homes: How Compositional Distributional Semantics can Help NP Parsing

Angeliki Lazaridou, Eva Maria Vecchi, Marco Baroni

A Multi-Teraflop Constituency Parser using GPUs

John Canny, David Hall, Dan Klein

Detection of Product Comparisons - How Far Does an Out-of-the-Box Semantic Role Labeling System Take You?

Wiltrud Kessler, Jonas Kuhn

Authorship Attribution of Micro-Messages

Roy Schwartz, Oren Tsur, Ari Rappoport, Moshe Koppel

A Unified Model for Topics, Events and Users on Twitter

Qiming Diao, Jing Jiang

Learning Topics and Positions from Debatepedia

Swapna Gottipati, Minghui Qiu, Yanchuan Sim, Jing Jiang, Noah A. Smith

Detecting Promotional Content in Wikipedia

Shruti Bhosale, Heath Vinicombe, Raymond Mooney

Collective Opinion Target Extraction in Chinese Microblogs

Xinjie Zhou, Xiaojun Wan, Jianguo Xiao

Opinion Mining in Newspaper Articles by Entropy-Based Word Connections

Thomas Scholz, Stefan Conrad

Exploring Demographic Language Variations to Improve Multilingual Sentiment Analysis in Social Media

Svitlana Volkova, Theresa Wilson, David Yarowsky

Using Soft Constraints in Joint Inference for Clinical Concept Recognition

Prateek Jindal, Dan Roth

Event Schema Induction with a Probabilistic Entity-Driven Model

Nathanael Chambers

Relational Inference for Wikification

Xiao Cheng, Dan Roth

Harvesting Parallel News Streams to Generate Paraphrases of Event Relations

Congle Zhang, Daniel S. Weld

A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication

Byron C. Wallace, Thomas A. Trikalinos, M. Barton Laws, Ira B. Wilson, Eugene Charniak

Success with Style: Using Writing Style to Predict the Success of Novels

Vikas Ganjigunte Ashok, Song Feng, Yejin Choi

Automated Essay Scoring by Maximizing Human-Machine Agreement

Hongbo Chen, Ben He

Orthonormal Explicit Topic Analysis for Cross-Lingual Document Matching

John Philip McCrae, Philipp Cimiano, Roman Klinger

Generating Coherent Event Schemas at Scale

Niranjan Balasubramanian, Stephen Soderland, Mausam, Oren Etzioni

Learning Biological Processes with Global Constraints

Aju Thalappillil Scaria, Jonathan Berant, Mengqiu Wang, Peter Clark, Justin Lewis

Recurrent Continuous Translation Models

Nal Kalchbrenner, Phil Blunsom

Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings

Artem Sokokov, Laura Jehl, Felix Hieber, Stefan Riezler

Translating into Morphologically Rich Languages with Synthetic Phrases

Victor Chahuneau, Eva Schlinger, Noah A. Smith, Chris Dyer

Dependency-Based Decipherment for Resource-Limited Machine Translation

Qing Dou, Kevin Knight

Exploiting Domain Knowledge in Aspect Extraction

Zhiyuan Chen, Arjun Mukherjee, Bing Liu, Meichun Hsu, Malu Castellanos

Open Domain Targeted Sentiment

Margaret Mitchell, Jacqui Aguilar, Theresa Wilson, Benjamin Van Durme

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank

Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning

Deriving Adjectival Scales from Continuous Space Word Representations

Joo-Kyung Kim, Marie-Catherine de Marneffe

A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)

Ivan Vulić, Marie-Francine Moens

Multi-Relational Latent Semantic Analysis

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

Prior Disambiguation of Word Tensors for Constructing Sentence Vectors

Dimitri Kartsaklis, Mehrnoosh Sadrzadeh

Pair Language Models for Deriving Alternative Pronunciations and Spellings from Pronunciation Dictionaries

Russell Beckley, Brian Roark

A Convex Alternative to IBM Model 2

Andrei Simion, Michael Collins, Cliff Stein

Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation

Deyi Xiong, Yang Ding, Min Zhang, Chew Lim Tan

Classifying Message Board Posts with an Extracted Lexicon of Patient Attributes

Ruihong Huang, Ellen Riloff

Scaling Semantic Parsers with On-the-Fly Ontology Matching

Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, Luke Zettlemoyer

Semantic Parsing on Freebase from Question-Answer Pairs

Jonathan Berant, Andrew Chou, Roy Frostig, Percy Liang

A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers

Baichuan Li, Jing Liu, Chin-Yew Lin, Irwin King, Michael R. Lyu

Single-Document Summarization as a Tree Knapsack Problem

Tsutomu Hirao, Yasuhisa Yoshida, Masaaki Nishino, Norihito Yasuda, Masaaki Nagata

Inducing Document Plans for Concept-to-Text Generation

Ioannis Konstas, Mirella Lapata

Fast Joint Compression and Summarization via Graph Cuts

Xian Qian, Yang Liu

Overcoming the Lack of Parallel Data in Sentence Compression

Katja Filippova, Yasemin Altun

Using Crowdsourcing to get Representations based on Regular Expressions

Anders Søgaard, Hector Martinez, Jakob Elming, Anders Johannsen

Semi-Supervised Representation Learning for Cross-Lingual Text Classification

Min Xiao, Yuhong Guo

Dynamic Feature Selection for Dependency Parsing

He He, Hal Daume III, Jason Eisner

Automatically Identifying Pseudepigraphic Texts

Moshe Koppel, Shachar Seidman

Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews

Jun Seok Kang, Polina Kuznetsova, Michael Luca, Yejin Choi

The VerbCorner Project: Toward an Empirically-Based Semantic Decomposition of Verbs

Joshua K. Hartshorne, Claire Bonial, Martha Palmer