ACL 2015

363 papers

MT Quality Estimation for Computer-assisted Translation: Does it Really Help?

Marco Turchi, Matteo Negri, Marcello Federico

Learning Hidden Markov Models with Distributed State Representations for Domain Adaptation

Min Xiao, Yuhong Guo

Point Process Modelling of Rumour Dynamics in Social Media

MICHAL LUKASIK, Trevor Cohn, Kalina Bontcheva

Dependency Recurrent Neural Language Models for Sentence Completion

Piotr Mirowski, Andreas Vlachos

Extended Topic Model for Word Dependency

Tong Wang, Vish Viswanath, Ping Chen

Unsupervised Decomposition of a Multi-Author Document Based on Naive-Bayesian Model

Khaled Aldebei, Xiangjian He, jie Yang

The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models

Shiliang Zhang, Hui Jiang, MingBin Xu, JunFeng Hou, Lirong Dai

User Based Aggregation for Biterm Topic Model

Weizheng Chen, Jinpeng Wang, Yan Zhang, Hongfei Yan, Xiaoming Li

Tagging Performance Correlates with Author Age

Dirk Hovy, Anders Søgaard

Dependency length minimisation effects in short spans: a large-scale analysis of adjective placement in complex noun phrases

Kristina Gulordava, Paola Merlo, Benoit Crabbé

Early and Late Combinations of Criteria for Reranking Distributional Thesauri

Olivier Ferret

Non-distributional Word Vector Representations

Manaal Faruqui, Chris Dyer

Learning Lexical Embeddings with Syntactic and Lexicographic Knowledge

Tong Wang, Abdelrahman Mohamed, Graeme Hirst

Tibetan Unknown Word Identification from News Corpora for Supporting Lexicon-based Tibetan Word Segmentation

Minghua Nuo, Huidan Liu, Congjun Long, Jian Wu

deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets

Michel Galley, Chris Brockett, Alessandro Sordoni, Yangfeng Ji, Michael Auli

The Media Frames Corpus: Annotations of Frames Across Issues

Dallas Card, Amber E. Boydstun, Justin H. Gross, Philip Resnik, Noah A. Smith

Automatic Discrimination between Cognates and Borrowings

Alina Maria Ciobanu, Liviu P. Dinu

PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification

Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch

TR9856: A Multi-word Term Relatedness Benchmark

Ran Levy, Liat Ein-Dor, Shay Hummel, Ruty Rinott, Noam Slonim

IWNLP: Inverse Wiktionary for Natural Language Processing

Matthias Liebeck, Stefan Conrad

FrameNet+: Fast Paraphrastic Tripling of FrameNet

Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, Chris Callison-Burch, Mark Dredze

Painless Labeling with Application to Text Mining

Sajib Dasgupta

Robust Multi-Relational Clustering via ℓ1-Norm Symmetric Nonnegative Matrix Factorization

Kai Liu, Hua Wang

Cross-lingual Transfer of Named Entity Recognizers without Parallel Corpora

Ayah Zirikly, Masato Hagiwara

Language Identification and Modeling in Specialized Hardware

Kenneth Heafield, Rohan Kshirsagar, Santiago Barona

An Empirical Study of Chinese Name Matching and Applications

Nanyun Peng, Mo Yu, Mark Dredze

Seed-Based Event Trigger Labeling: How far can event descriptions get us?

Ofer Bronstein, Ido Dagan, Qi Li, Heng Ji, Anette Frank

Event Detection and Domain Adaptation with Convolutional Neural Networks

Thien Huu Nguyen, Ralph Grishman

Document Level Time-anchoring for TimeLine Extraction

Egoitz Laparra, Itziar Aldabe, German Rigau

Semantic Clustering and Convolutional Neural Network for Short Text Categorization

Peng Wang, Jiaming Xu, Bo Xu, Chenglin Liu, Heng Zhang

Learning Topic Hierarchies for Wikipedia Categories

Linmei Hu, Xuzhong Wang, Mengdi Zhang, Juanzi Li, Xiaoli Li

Learning to Mine Query Subtopics from Query Log

Zhenzhong Zhang, Le Sun, Xianpei Han

Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment

Yiannos Stathopoulos, Simone Teufel

Co-Simmate: Quick Retrieving All Pairwise Co-Simrank Scores

Weiren Yu, Julie McCann

Chinese Zero Pronoun Resolution: A Joint Unsupervised Discourse-Aware Model Rivaling State-of-the-Art Resolvers

Chen Chen, Vincent Ng

The Users Who Say ‘Ni’: Audience Identification in Chinese-language Restaurant Reviews

Rob Voigt, Dan Jurafsky

Recovering dropped pronouns from Chinese text messages

Yaqin Yang, Yalin Liu, Nianwen Xue

Open IE as an Intermediate Structure for Semantic Tasks

Gabriel Stanovsky, Ido Dagan, Mausam

Sieve-Based Entity Linking for the Biomedical Domain

Jennifer D’Souza, Vincent Ng

Embedding Methods for Fine Grained Entity Type Classification

Dani Yogatama, Daniel Gillick, Nevena Lazic

A Dependency-Based Neural Network for Relation Classification

Yang Liu, Furu Wei, Sujian Li, Heng Ji, Ming Zhou

A Lexicalized Tree Kernel for Open Information Extraction

Ying Xu, Christoph Ringlstetter, Mi-Young Kim, Grzegorz Kondrak, Randy Goebel

Improving distant supervision using inference learning

Roland Roller, Eneko Agirre, Aitor Soroa, Mark Stevenson

If all you have is a bit of the Bible: Learning POS taggers for truly low-resource languages

Željko Agić, Dirk Hovy, Anders Søgaard

Synthetic Word Parsing Improves Chinese Word Segmentation

Fei Cheng, Kevin Duh, Yuji Matsumoto

An Efficient Dynamic Oracle for Unrestricted Non-Projective Parsing

Carlos Gómez-Rodríguez, Daniel Fernández-González

CCG Supertagging with a Recurrent Neural Network

Wenduan Xu, Michael Auli, Stephen Clark

KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer

Rudolf Rosa, Zdeněk Žabokrtský

Word-based Japanese typed dependency parsing with grammatical function analysis

Takaaki Tanaka, Masaaki Nagata

Grounding Semantics in Olfactory Perception

Douwe Kiela, Luana Bulat, Stephen Clark

Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases

Sheng Zhang, Yansong Feng, Songfang Huang, Kun Xu, Zhe Han

Frame-Semantic Role Labeling with Heterogeneous Annotations

Meghana Kshirsagar, Sam Thomson, Nathan Schneider, Jaime Carbonell, Noah A. Smith

Measuring idiosyncratic interests in children with autism

Masoud Rouhizadeh, Emily Prud’hommeaux, Jan van Santen, Richard Sproat

Word Order Typology through Multilingual Word Alignment

Robert Östling

Distributional Neural Networks for Automatic Resolution of Crossword Puzzles

Aliaksei Severyn, Massimo Nicosia, Gianni Barlacchi, Alessandro Moschitti

Pre-training of Hidden-Unit CRFs

Young-Bum Kim, Karl Stratos, Ruhi Sarikaya

A Unified Learning Framework of Skip-Grams and Global Vectors

Jun Suzuki, Masaaki Nagata

Non-Linear Text Regression with a Deep Convolutional Neural Network

Zsolt Bitvai, Trevor Cohn

Dependency-based Convolutional Neural Networks for Sentence Embedding

Mingbo Ma, Liang Huang, Bowen Zhou, Bing Xiang

A Hassle-Free Unsupervised Domain Adaptation Method Using Instance Similarity Features

Jianfei Yu, Jing Jiang

Efficient Learning for Undirected Topic Models

Jiatao Gu, Victor O.K. Li

Exploring the Planet of the APEs: a Comparative Study of State-of-the-art Methods for MT Automatic Post-Editing

Rajen Chatterjee, Marion Weller, Matteo Negri, Marco Turchi

Representation Based Translation Evaluation Metrics

Boxing Chen, Hongyu Guo

Evaluating Machine Translation Systems with Second Language Proficiency Tests

Takuya Matsuzaki, Akira Fujita, Naoya Todo, Noriko H. Arai

Discriminative Preordering Meets Kendall’s 𝜏 Maximization

Sho Hoshino, Yusuke Miyao, Katsuhito Sudoh, Katsuhiko Hayashi, Masaaki Nagata

Recurrent Neural Network based Rule Sequence Model for Statistical Machine Translation

Heng Yu, Xuan Zhu

Lexicon Stratification for Translating Out-of-Vocabulary Words

Yulia Tsvetkov, Chris Dyer

Exploiting Image Generality for Lexical Entailment Detection

Douwe Kiela, Laura Rimell, Ivan Vulić, Stephen Clark

Learning language through pictures

Grzegorz Chrupała, Ákos Kádár, Afra Alishahi

A Distributed Representation Based Query Expansion Approach for Image Captioning

Semih Yagcioglu, Erkut Erdem, Aykut Erdem, Ruket Cakici

Language Models for Image Captioning: The Quirks and What Works

Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng

I do not disagree: leveraging monolingual alignment to detect disagreement in dialogue

Ajda Gokcen, Marie-Catherine de Marneffe

Spectral Semi-Supervised Discourse Relation Classification

Robert Fisher, Reid Simmons

Using prosodic annotations to improve coreference resolution of spoken text

Ina Roesiger, Arndt Riester

Generating overspecified referring expressions: the role of discrimination

Ivandré Paraboni, Michelle Galindo, Douglas Iacovelli

Zoom: a corpus of natural language descriptions of map locations

Romina Altamirano, Thiago Ferreira, Ivandré Paraboni, Luciana Benotti

Simplifying Lexical Simplification: Do We Need Simplified Corpora?

Goran Glavaš, Sanja Štajner

Domain-Specific Paraphrase Extraction

Ellie Pavlick, Juri Ganitkevitch, Tsz Ping Chan, Xuchen Yao, Benjamin Van Durme

Using Tweets to Help Sentence Compression for News Highlights Generation

zhongyu wei, Yang Liu, Chen Li, Wei Gao

Document Classification by Inversion of Distributed Language Representations

Matt Taddy

Semantic Analysis and Helpfulness Prediction of Text for Online Product Reviews

Yinfei Yang, Yaowei Yan, Minghui Qiu, Forrest Bao

Deep Markov Neural Network for Sequential Data Classification

Min Yang

Semi-Stacking for Semi-supervised Sentiment Classification

Shoushan Li, Lei Huang, Jingjing Wang, Guodong Zhou

A Multitask Objective to Inject Lexical Contrast into Distributional Semantics

Nghia The Pham, Angeliki Lazaridou, Marco Baroni

Improving Distributed Representation of Word Sense via WordNet Gloss Composition and Context Clustering

Tao Chen, Ruifeng Xu, Yulan He, Xuan Wang

On metric embedding for boosting semantic similarity computations

Julien Subercaze, Christophe Gravier, Frederique Laforest

A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets

Jose Camacho-Collados, Mohammad Taher Pilehvar, Roberto Navigli

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)

Chengqing Zong, Michael Strube

Improving Evaluation of Machine Translation Quality Estimation

Yvette Graham

AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes

Sascha Rothe, Hinrich Schütze

Coupled Sequence Labeling on Heterogeneous Annotations: POS Tagging as a Case Study

Zhenghua Li, Jiayuan Chao, Min Zhang, Wenliang Chen

Inducing Word and Part-of-Speech with Pitman-Yor Hidden Semi-Markov Models

Kei Uchiumi, Hiroshi Tsukahara, Daichi Mochihashi

Tracking unbounded Topic Streams

Dominik Wurzer, Victor Lavrenko, Miles Osborne

An analysis of the user occupational class through Twitter content

Daniel Preoţiuc-Pietro, Vasileios Lampos, Nikolaos Aletras

Gated Recursive Neural Network for Chinese Word Segmentation

Xinchi Chen, Xipeng Qiu, Chenxi Zhu, Xuanjing Huang

Accurate Linear-Time Chinese Word Segmentation via Embedding Matching

Jianqiang Ma, Erhard Hinrichs

Multi-Task Learning for Multiple Language Translation

Daxiang Dong, Hua Wu, Wei He, Dianhai Yu, Haifeng Wang

Inverted indexing for cross-lingual NLP

Anders Søgaard, Željko Agić, Héctor Martínez Alonso, Barbara Plank, Bernd Bohnet

Text Categorization as a Graph Classification Problem

François Rousseau, Emmanouil Kiagias, Michalis Vazirgiannis

SOLAR: Scalable Online Learning Algorithms for Ranking

Jialei Wang, Ji Wan, Yongdong Zhang, Steven Hoi