NAACL 2015

243 papers

Two/Too Simple Adaptations of Word2Vec for Syntax Problems

Wang Ling, Chris Dyer, Alan W. Black, Isabel Trancoso

Recognizing Social Constructs from Textual Conversation

Somak Aditya, Chitta Baral, Nguyen Ha Vo, Joohyung Lee, Jieping Ye

Morphological Word-Embeddings

Ryan Cotterell, Hinrich Schütze

#WhyIStayed, #WhyILeft: Microblogging to Make Sense of Domestic Abuse

Nicolas Schrading, Cecilia Ovesdotter Alm, Raymond Ptucha, Christopher Homan

Unsupervised Sparse Vector Densification for Short Text Similarity

Yangqiu Song, Dan Roth

Development of the Multilingual Semantic Annotation System

Scott Piao, Francesca Bianchi, Carmen Dayrell, Angela D’Egidio, Paul Rayson

Clustering Sentences with Density Peaks for Multi-document Summarization

Yang Zhang, Yunqing Xia, Yi Liu, Wenmin Wang

Mining for unambiguous instances to adapt part-of-speech taggers to new domains

Dirk Hovy, Barbara Plank, Héctor Martínez Alonso, Anders Søgaard

LR Parsing for LCFRS

Laura Kallmeyer, Wolfgang Maier

Chain Based RNN for Relation Classification

Javid Ebrahimi, Dejing Dou

Unsupervised Most Frequent Sense Detection using Word Embeddings

Sudha Bhingardive, Dhirendra Singh, Rudramurthy V, Hanumant Redkar, Pushpak Bhattacharyya

Short Text Understanding by Leveraging Knowledge into Topic Model

Shansong Yang, Weiming Lu, Dezhi Yang, Liang Yao, Baogang Wei

Automatic cognate identification with gap-weighted string subsequences.

Taraka Rama

Multi-Task Word Alignment Triangulation for Low-Resource Languages

Tomer Levinboim, David Chiang

Distributed Representations of Words to Guide Bootstrapped Entity Classifiers

Sonal Gupta, Christopher D. Manning

Lachmannian Archetype Reconstruction for Ancient Manuscript Corpora

Armin Hoenen

Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction

Dian Yu, Heng Ji, Sujian Li, Chin-Yew Lin

Leveraging Small Multilingual Corpora for SMT Using Many Pivot Languages

Raj Dabre, Fabien Cromieres, Sadao Kurohashi, Pushpak Bhattacharyya

Accurate Evaluation of Segment-level Machine Translation Metrics

Yvette Graham, Timothy Baldwin, Nitika Mathur

Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval

Felix Hieber, Stefan Riezler

Lexical Event Ordering with an Edge-Factored Model

Omri Abend, Shay B. Cohen, Mark Steedman

High-Order Low-Rank Tensors for Semantic Role Labeling

Tao Lei, yuan zhang, Lluis Marquez, Alessandro Moschitti, Regina Barzilay

Idest: Learning a Distributed Representation for Event Patterns

Sebastian Krause, Enrique Alfonseca, Katja Filippova, Daniele Pighin

Unsupervised Entity Linking with Abstract Meaning Representation

Xiaoman Pan, Taylor Cassidy, Ulf Hermjakob, Heng Ji, Kevin Knight

Injecting Logical Background Knowledge into Embeddings for Relation Extraction

Tim Rocktäschel, Sameer Singh, Sebastian Riedel

Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers

Anupam Guha, Mohit Iyyer, Danny Bouman, Jordan Boyd-Graber

Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers

Chen Chen, Vincent Ng

Encoding World Knowledge in the Evaluation of Local Coherence

Muyu Zhang, Vanessa Wei Feng, Bing Qin, Graeme Hirst, Ting Liu

Toward Abstractive Summarization Using Semantic Representations

Fei Liu, Jeffrey Flanigan, Sam Thomson, Norman Sadeh, Noah A. Smith

Movie Script Summarization as Graph-based Scene Extraction

Philip John Gorinski, Mirella Lapata

Socially-Informed Timeline Generation for Complex Events

Lu Wang, Claire Cardie, Galen Marchetti

Effective Feature Integration for Automated Short Answer Scoring

Keisuke Sakaguchi, Michael Heilman, Nitin Madnani

Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach

Arman Cohan, Luca Soldaini, Nazli Goharian

Unsupervised Code-Switching for Multilingual Historical Document Transcription

Dan Garrette, Hannah Alpert-Abrams, Taylor Berg-Kirkpatrick, Dan Klein

Shift-Reduce Constituency Parsing with Dynamic Programming and POS Tag Lattice

Haitao Mi, Liang Huang

Paradigm classification in supervised learning of morphology

Malin Ahlberg, Markus Forsberg, Mans Hulden

APRO: All-Pairs Ranking Optimization for MT Tuning

Markus Dreyer, Yuanzhe Dong

Fast and Accurate Preordering for SMT using Neural Networks

Adrià de Gispert, Gonzalo Iglesias, Bill Byrne

Normalized Word Embedding and Orthogonal Transform for Bilingual Word Translation

Chao Xing, Dong Wang, Chao Liu, Yiye Lin

Continuous Adaptation to User Feedback for Statistical Machine Translation

Frédéric Blain, Fethi Bougares, Amir Hazem, Loic Barrault, Holger Schwenk

Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs

Katrin Kirchhoff, Yik-cheung Tam, Colleen Richey, Wen Wang

A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts

Lifeng Jin, William Schuler

Word Embedding-based Antonym Detection using Thesauri and Distributional Information

Masataka Ono, Makoto Miwa, Yutaka Sasaki

A Word Embedding Approach to Predicting the Compositionality of Multiword Expressions

Bahar Salehi, Paul Cook, Timothy Baldwin

Do Supervised Distributional Methods Really Learn Lexical Inference Relations?

Omer Levy, Steffen Remus, Chris Biemann, Ido Dagan

Germán Kruszewski, Marco Baroni

Prosodic boundary information helps unsupervised word segmentation

Bogdan Ludusan, Gabriel Synnaeve, Emmanuel Dupoux

Joint Generation of Transliterations from Multiple Representations

Lei Yao, Grzegorz Kondrak

Penalized Expectation Propagation for Graphical Models over Strings

Ryan Cotterell, Jason Eisner

Inflection Generation as Discriminative String Transduction

Garrett Nicolai, Colin Cherry, Grzegorz Kondrak

Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval

Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh

Convolutional Neural Network for Paraphrase Identification

Wenpeng Yin, Hinrich Schütze

Optimizing Multivariate Performance Measures for Learning Relation Extraction Models

Gholamreza Haffari, Ajay Nagesh, Ganesh Ramakrishnan

Early Gains Matter: A Case for Preferring Generative over Discriminative Crowdsourcing Models

Paul Felt, Kevin Black, Eric Ringger, Kevin Seppi, Robbie Haertel

Semantic parsing of speech using grammars learned with weak supervision

Judith Gaspers, Philipp Cimiano, Britta Wrede

Sentence segmentation of aphasic speech

Kathleen C. Fraser, Naama Ben-David, Graeme Hirst, Naida Graham, Elizabeth Rochon

Learning Knowledge Graphs for Question Answering through Conversational Dialog

Ben Hixon, Peter Clark, Hannaneh Hajishirzi

Semantic Grounding in Dialogue for Complex Problem Solving

Xiaolong Li, Kristy Boyer

Key Female Characters in Film Have More to Talk About Besides Men: Automating the Bechdel Test

Apoorv Agarwal, Jiehan Zheng, Shruti Kamath, Sriramkumar Balasubramanian, Shirin Ann Dey

Pragmatic Neural Language Modelling in Machine Translation

Paul Baltescu, Phil Blunsom

Solving Hard Coreference Problems

Haoruo Peng, Daniel Khashabi, Dan Roth

Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives

Attapol Rutherford, Nianwen Xue

Transforming Dependencies into Phrase Structures

Lingpeng Kong, Alexander M. Rush, Noah A. Smith

Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization

Chen Li, Yang Liu, Lin Zhao

Sentiment after Translation: A Case-Study on Arabic Social Media Posts

Mohammad Salameh, Saif Mohammad, Svetlana Kiritchenko

Grounded Semantic Parsing for Complex Knowledge Extraction

Ankur P. Parikh, Hoifung Poon, Kristina Toutanova

Is Your Anchor Going Up or Down? Fast and Accurate Supervised Topic Models

Thang Nguyen, Jordan Boyd-Graber, Jeffrey Lund, Kevin Seppi, Eric Ringger

The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition

Colin Cherry, Hongyu Guo

Incorporating Word Correlation Knowledge into Topic Modeling

Pengtao Xie, Diyi Yang, Eric Xing

Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances

José G. C. de Souza, Hamed Zamani, Matteo Negri, Marco Turchi, Daniele Falavigna

Cost Optimization in Crowdsourcing Translation: Low cost translations made even cheaper

Mingkun Gao, Wei Xu, Chris Callison-Burch

Subsentential Sentiment on a Shoestring: A Crosslingual Analysis of Compositional Classification

Michael Haas, Yannick Versley

Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models

Sujay Kumar Jauhar, Chris Dyer, Eduard Hovy

Unsupervised Multi-Domain Adaptation with Feature Embeddings

Yi Yang, Jacob Eisenstein

A Linear-Time Transition System for Crossing Interval Trees

Emily Pitler, Ryan Mcdonald

Unsupervised Dependency Parsing: Let’s Use Supervised Parsers

Phong Le, Willem Zuidema

Diamonds in the Rough: Event Extraction from Imperfect Microblog Data

Ander Intxaurrondo, Eneko Agirre, Oier Lopez de Lacalle, Mihai Surdeanu

Expanding Paraphrase Lexicons by Exploiting Lexical Variants

Atsushi Fujita, Pierre Isabelle

Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding

Yun-Nung Chen, William Yang Wang, Alexander Rudnicky

Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data

Tomer Levinboim, Ashish Vaswani, David Chiang

Constraint-Based Models of Lexical Borrowing

Yulia Tsvetkov, Waleed Ammar, Chris Dyer

Using Zero-Resource Spoken Term Discovery for Ranked Retrieval

Jerome White, Douglas Oard, Aren Jansen, Jiaul Paik, Rashmi Sankepally

Towards a standard evaluation method for grammatical error detection and correction

Mariano Felice, Ted Briscoe

NASARI: a Novel Approach to a Semantically-Aware Representation of Items

Jose Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli

Multiview LSA: Representation Learning via Generalized CCA

Pushpendre Rastogi, Benjamin Van Durme, Raman Arora

LCCT: A Semi-supervised Model for Sentiment Classification

Min Yang, Wenting Tu, Ziyu Lu, Wenpeng Yin, Kam-Pui Chow

English orthography is not “close to optimal”

Garrett Nicolai, Grzegorz Kondrak

Robust Morphological Tagging with Word Representations

Thomas Müller, Hinrich Schuetze

Inferring Missing Entity Type Instances for Knowledge Base Completion: New Dataset and Methods

Arvind Neelakantan, Ming-Wei Chang

Déjà Image-Captions: A Corpus of Expressive Descriptions in Repetition

Jianfu Chen, Polina Kuznetsova, David Warren, Yejin Choi

Dialogue focus tracking for zero pronoun resolution

Sudha Rao, Allyson Ettinger, Hal Daume III, Philip Resnik

Corpus-based discovery of semantic intensity scales

Chaitanya Shivade, Marie-Catherine de Marneffe, Eric Fosler-Lussier, Albert M. Lai

Modeling Word Meaning in Context with Substitute Vectors

Oren Melamud, Ido Dagan, Jacob Goldberger

A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization

Masaaki Nishino, Norihito Yasuda, Tsutomu Hirao, Shin-ichi Minato, Masaaki Nagata

Inferring Temporally-Anchored Spatial Knowledge from Semantic Roles

Eduardo Blanco, Alakananda Vempala

Active Learning with Rationales for Text Classification

Manali Sharma, Di Zhuang, Mustafa Bilgic

Using Summarization to Discover Argument Facets in Online Idealogical Dialog

Amita Misra, Pranav Anand, Jean E. Fox Tree, Marilyn Walker

An In-depth Analysis of the Effect of Text Normalization in Social Media

Tyler Baldwin, Yunyao Li

Extracting Human Temporal Orientation from Facebook Language

H. Andrew Schwartz, Gregory Park, Maarten Sap, Evan Weingarten, Johannes Eichstaedt

Latent Domain Word Alignment for Heterogeneous Corpora

Hoang Cuong, Khalil Sima’an