COLING 2016

411 papers

Chinese Tense Labelling and Causal Analysis

Hen-Hsen Huang, Chang-Rui Yang, Hsin-Hsi Chen

Data-driven learning of symbolic constraints for a log-linear model in a phonological setting

Gabriel Doyle, Roger Levy

Content-based Influence Modeling for Opinion Behavior Prediction

Chengyao Chen, Zhitao Wang, Yu Lei, Wenjie Li

Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression

Terra Blevins, Robert Kwiatkowski, Jamie MacBeth, Kathleen McKeown, Desmond Patton

Get Semantic With Me! The Usefulness of Different Feature Types for Short-Answer Grading

Ulrike Padó

Interactive Attention for Neural Machine Translation

Fandong Meng, Zhengdong Lu, Hang Li, Qun Liu

Hierarchical Permutation Complexity for Word Order Evaluation

Miloš Stanojević, Khalil Sima’an

Improving Statistical Machine Translation with Selectional Preferences

Haiqing Tang, Deyi Xiong, Min Zhang, Zhengxian Gong

Distributed Representations for Building Profiles of Users and Items from Text Reviews

Wenliang Chen, Zhenjie Zhang, Zhenghua Li, Min Zhang

Knowledge-Driven Event Embedding for Stock Prediction

Xiao Ding, Yue Zhang, Ting Liu, Junwen Duan

Says Who…? Identification of Expert versus Layman Critics’ Reviews of Documentary Films

Ming Jiang, Jana Diesner

User Classification with Multiple Textual Perspectives

Dong Zhang, Shoushan Li, Hongling Wang, Guodong Zhou

Predicting proficiency levels in learner writings by transferring a linguistic complexity model from expert-written coursebooks

Ildikó Pilán, Elena Volodina, Torsten Zesch

Semi-supervised Gender Classification with Joint Textual and Social Modeling

Shoushan Li, Bin Dai, Zhengxian Gong, Guodong Zhou

Ambient Search: A Document Retrieval System for Speech Streams

Benjamin Milde, Jonas Wacker, Stefan Radomski, Max Mühlhäuser, Chris Biemann

Semi-automatic Detection of Cross-lingual Marketing Blunders based on Pragmatic Label Propagation in Wiktionary

Christian M. Meyer, Judith Eckle-Kohler, Iryna Gurevych

Mittul Singh, Clayton Greenberg, Youssef Oualil, Dietrich Klakow

Domainless Adaptation by Constrained Decoding on a Schema Lattice

Young-Bum Kim, Karl Stratos, Ruhi Sarikaya

Weakly-supervised text-to-speech alignment confidence measure

Guillaume Serrière, Christophe Cerisara, Dominique Fohr, Odile Mella

Context-aware Natural Language Generation for Spoken Dialogue Systems

Hao Zhou, Minlie Huang, Xiaoyan Zhu

Non-sentential Question Resolution using Sequence to Sequence Learning

Vineet Kumar, Sachindra Joshi

Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network

Hamed Khanpour, Nishitha Guntakandla, Rodney Nielsen

Joint Inference for Mode Identification in Tutorial Dialogues

Deepak Venugopal, Vasile Rus

Detecting Context Dependent Messages in a Conversational Environment

Chaozhuo Li, Yu Wu, Wei Wu, Chen Xing, Zhoujun Li

Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs

Braja Gopal Patra, Dipankar Das, Sivaji Bandyopadhyay

Multi-level Gated Recurrent Neural Network for dialog act classification

Wei Li, Yunfang Wu

Modeling Discourse Segments in Lyrics Using Repeated Patterns

Kento Watanabe, Yuichiroh Matsubayashi, Naho Orita, Naoaki Okazaki, Kentaro Inui

Revisiting the Evaluation for Cross Document Event Coreference

Shyam Upadhyay, Nitish Gupta, Christos Christodoulopoulos, Dan Roth

Representation and Learning of Temporal Relations

Leon Derczynski

Measuring Non-cooperation in Dialogue

Brian Plüss, Paul Piwek

Implicit Discourse Relation Recognition with Context-aware Character-enhanced Embeddings

LIANHUI Qin, Zhisong Zhang, Hai Zhao

Multi-view and multi-task training of RST discourse parsers

Chloé Braud, Barbara Plank, Anders Søgaard

Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing

Yong-Siang Shih, Hsin-Hsi Chen

Incremental Fine-grained Information Status Classification Using Attention-based LSTMs

Yufang Hou

Distributional Hypernym Generation by Jointly Learning Clusters and Projections

Josuke Yamane, Tomoya Takatani, Hitoshi Yamada, Makoto Miwa, Yutaka Sasaki

Predicting human similarity judgments with distributional models: The value of word associations.

Simon De Deyne, Amy Perfors, Daniel J Navarro

D-GloVe: A Feasible Least Squares Model for Estimating Word Embedding Densities

Shoaib Jameel, Steven Schockaert

Direct vs. indirect evaluation of distributional thesauri

Vincent Claveau, Ewa Kijak

Pre-Translation for Neural Machine Translation

Jan Niehues, Eunah Cho, Thanh-Le Ha, Alex Waibel

A Distribution-based Model to Learn Bilingual Word Embeddings

Hailong Cao, Tiejun Zhao, Shu Zhang, Yao Meng

Topic-Informed Neural Machine Translation

Jian Zhang, Liangyou Li, Andy Way, Qun Liu

Interactive-Predictive Machine Translation based on Syntactic Constraints of Prefix

Na Ye, Guiping Zhang, Dongfeng Cai

Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings

Paul Felt, Eric Ringger, Kevin Seppi

Consensus Attention-based Neural Networks for Chinese Reading Comprehension

Yiming Cui, Ting Liu, Zhipeng Chen, Shijin Wang, Guoping Hu

Modeling topic dependencies in semantically coherent text spans with copulas

Georgios Balikas, Hesam Amoualian, Marianne Clausel, Eric Gaussier, Massih R. Amini

Recurrent Dropout without Memory Loss

Stanislau Semeniuta, Aliaksei Severyn, Erhardt Barth

Simple Question Answering by Attentive Convolutional Neural Network

Wenpeng Yin, Mo Yu, Bing Xiang, Bowen Zhou, Hinrich Schütze

Neural Attention for Learning to Rank Questions in Community Question Answering

Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov

Learning to Weight Translations using Ordinal Linear Regression and Query-generated Training Data for Ad-hoc Retrieval with Long Queries

Javid Dadashkarimi, Masoud Jalili Sabet, Azadeh Shakery

Towards Time-Aware Knowledge Graph Completion

Tingsong Jiang, Tianyu Liu, Tao Ge, Lei Sha, Baobao Chang

Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks

Carsten Schnober, Steffen Eger, Erik-Lân Do Dinh, Iryna Gurevych

Grammatical Templates: Improving Text Difficulty Evaluation for Language Learners

Shuhan Wang, Erik Andersen

Using Argument Mining to Assess the Argumentation Quality of Essays

Henning Wachsmuth, Khalid Al-Khatib, Benno Stein

Collecting and Exploring Everyday Language for Predicting Psycholinguistic Properties of Words

Gustavo Paetzold, Lucia Specia

Predicting the Evocation Relation between Lexicalized Concepts

Yoshihiko Hayashi

The Role of Intrinsic Motivation in Artificial Language Emergence: a Case Study on Colour

Miquel Cornudella, Thierry Poibeau, Remi van Trijp

UTCNN: a Deep Learning Model of Stance Classification on Social Media Text

Wei-Fan Chen, Lun-Wei Ku

A Bilingual Attention Network for Code-switched Emotion Prediction

Zhongqing Wang, Yue Zhang, Sophia Lee, Shoushan Li, Guodong Zhou

Exploring Distributional Representations and Machine Translation for Aspect-based Cross-lingual Sentiment Classification.

Jeremy Barnes, Patrik Lambert, Toni Badia

A Deeper Look into Sarcastic Tweets Using Deep Convolutional Neural Networks

Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Prateek Vij

Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification

Bofang Li, Zhe Zhao, Tao Liu, Puwei Wang, Xiaoyong Du

Selective Co-occurrences for Word-Emotion Association

Ameeta Agrawal, Aijun An

Evaluating Argumentative and Narrative Essays using Graphs

Swapna Somasundaran, Brian Riordan, Binod Gyawali, Su-Youn Yoon

On the Impact of Seed Words on Sentiment Polarity Lexicon Induction

Dame Jovanoski, Veno Pachovski, Preslav Nakov

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods

Marzieh Saeidi, Guillaume Bouchard, Maria Liakata, Sebastian Riedel

The Next Step for Multi-Document Summarization: A Heterogeneous Multi-Genre Corpus Built with a Novel Construction Approach

Markus Zopf, Maxime Peyrard, Judith Eckle-Kohler

From OpenCCG to AI Planning: Detecting Infeasible Edges in Sentence Generation

Maximilian Schwenger, Álvaro Torralba, Joerg Hoffmann, David M. Howcroft, Vera Demberg

An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model

Shulei Ma, Zhi-Hong Deng, Yunlun Yang

Parallel Sentence Compression

Julia Ive, François Yvon

Building RDF Content for Data-to-Text Generation

Laura Perez-Beltrachini, Rania Sayed, Claire Gardent

Named Entity Disambiguation for little known referents: a topic-based approach

Andrea Glaser, Jonas Kuhn

Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks

Xiaotian Jiang, Quan Wang, Peng Li, Bin Wang

Improved relation classification by deep recurrent neural networks with data augmentation

Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen

Global Inference to Chinese Temporal Relation Extraction

Peifeng Li, Qiaoming Zhu, Guodong Zhou, Hongling Wang

Learning Event Expressions via Bilingual Structure Projection

Fangyuan Li, Ruihong Huang, Deyi Xiong, Min Zhang

Hand in Glove: Deep Feature Fusion Network Architectures for Answer Quality Prediction in Community Question Answering

Sai Praneeth Suggu, Kushwanth Naga Goutham, Manoj K. Chinnakotla, Manish Shrivastava

Phrase-based Machine Translation using Multiple Preordering Candidates

Yusuke Oda, Taku Kudo, Tetsuji Nakagawa, Taro Watanabe

Ensemble Learning for Multi-Source Neural Machine Translation

Ekaterina Garmash, Christof Monz

Machine Translation Evaluation for Arabic using Morphologically-enriched Embeddings

Francisco Guzmán, Houda Bouamor, Ramy Baly, Nizar Habash

Fast Gated Neural Domain Adaptation: Language Model as a Case Study

Jian Zhang, Xiaofeng Wu, Andy Way, Qun Liu

Semi-supervised Word Sense Disambiguation with Neural Models

Dayu Yuan, Julian Richardson, Ryan Doherty, Colin Evans, Eric Altendorf

Dynamic Generative model for Diachronic Sense Emergence Detection

Martin Emms, Arun Kumar Jayapal

Chinese Hypernym-Hyponym Extraction from User Generated Categories

Chengyu Wang, Xiaofeng He

Zhiguo Wang, Haitao Mi, Abraham Ittycheriah

Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features

Maria Barrett, Frank Keller, Anders Søgaard

Linguistic features for Hindi light verb construction identification

Ashwini Vaidya, Sumeet Agarwal, Martha Palmer

From phonemes to images: levels of representation in a recurrent neural model of visually-grounded language learning

Lieke Gelderloos, Grzegorz Chrupała

Survey on the Use of Typological Information in Natural Language Processing

Helen O’Horan, Yevgeni Berzak, Ivan Vulić, Roi Reichart, Anna Korhonen

Predictability of Distributional Semantics in Derivational Word Formation

Sebastian Padó, Aurélie Herbelot, Max Kisselew, Jan Šnajder

Facing the most difficult case of Semantic Role Labeling: A collaboration of word embeddings and co-training

Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens

A Unified Architecture for Semantic Role Labeling and Relation Classification

Jiang Guo, Wanxiang Che, Haifeng Wang, Ting Liu, Jun Xu

Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention

Minguang Xiao, Cong Liu

Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification

Chaya Liebeskind, Yaakov HaCohen-Kerner

Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF

Yang Xiang, Xiaoqiang Zhou, Qingcai Chen, Zhihui Zheng, Buzhou Tang

High Accuracy Rule-based Question Classification using Question Syntax and Semantics

Harish Tayyar Madabushi, Mark Lee

LILI: A Simple Language Independent Approach for Language Identification

Mohamed Al-badrashiny, Mona Diab

Leveraging Multilingual Training for Limited Resource Event Extraction

Andrew Hsi, Yiming Yang, Jaime Carbonell, Ruochen Xu

Extraction of Keywords of Novelties From Patent Claims

Shoko Suzuki, Hiromichi Takatsuka

Semantic overfitting: what ‘world’ do we consider when evaluating disambiguation of text?

Filip Ilievski, Marten Postma, Piek Vossen

Broad Twitter Corpus: A Diverse Named Entity Recognition Resource

Leon Derczynski, Kalina Bontcheva, Ian Roberts