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COLING 2016

411 papers

Corpus Fusion for Emotion Classification

Suyang Zhu, Shoushan Li, Ying Chen, Guodong Zhou

Event Detection with Burst Information Networks

Tao Ge, Lei Cui, Baobao Chang, Zhifang Sui, Ming Zhou

Joint Inference for Event Coreference Resolution

Jing LU, Deepak Venugopal, Vibhav Gogate, Vincent Ng

The Construction of a Chinese Collocational Knowledge Resource and Its Application for Second Language Acquisition

Renfen Hu, Jiayong Chen, Kuang-hua Chen

Textual complexity as a predictor of difficulty of listening items in language proficiency tests

Anastassia Loukina, Su-Youn Yoon, Jennifer Sakano, Youhua Wei, Kathy Sheehan

First Story Detection using Entities and Relations

Nikolaos Panagiotou, Cem Akkaya, Kostas Tsioutsiouliklis, Vana Kalogeraki, Dimitrios Gunopulos

Automatic Generation and Classification of Minimal Meaningful Propositions in Educational Systems

Andreea Godea, Florin Bulgarov, Rodney Nielsen

Measuring the Information Content of Financial News

Ching-Yun Chang, Yue Zhang, Zhiyang Teng, Zahn Bozanic, Bin Ke

Improving Word Alignment of Rare Words with Word Embeddings

Masoud Jalili Sabet, Heshaam Faili, Gholamreza Haffari

What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation

Fabian Hirschmann, Jinseok Nam, Johannes Fürnkranz

Inducing Bilingual Lexica From Non-Parallel Data With Earth Mover’s Distance Regularization

Meng Zhang, Yang Liu, Huanbo Luan, Yiqun Liu, Maosong Sun

A Deep Fusion Model for Domain Adaptation in Phrase-based MT

Nadir Durrani, Hassan Sajjad, Shafiq Joty, Ahmed Abdelali

Universal Reordering via Linguistic Typology

Joachim Daiber, Miloš Stanojević, Khalil Sima’an

Learning to translate from graded and negative relevance information

Laura Jehl, Stefan Riezler

Fast Collocation-Based Bayesian HMM Word Alignment

Philip Schulz, Wilker Aziz

Connecting Phrase based Statistical Machine Translation Adaptation

Rui Wang, Hai Zhao, Bao-Liang Lu, Masao Utiyama, Eiichiro Sumita

Is all that Glitters in Machine Translation Quality Estimation really Gold?

Yvette Graham, Timothy Baldwin, Meghan Dowling, Maria Eskevich, Teresa Lynn

Improving Translation Selection with Supersenses

Haiqing Tang, Deyi Xiong, Oier Lopez de Lacalle, Eneko Agirre

Lightly Supervised Quality Estimation

Matthias Sperber, Graham Neubig, Jan Niehues, Sebastian Stüker, Alex Waibel

Neural Machine Translation with Supervised Attention

Lemao Liu, Masao Utiyama, Andrew Finch, Eiichiro Sumita

Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation

Shi Feng, Shujie LIU, Nan Yang, Mu Li, Ming Zhou

Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling

Jinsong Su, Biao Zhang, Deyi Xiong, Ruochen Li, Jianmin Yin

A Character-Aware Encoder for Neural Machine Translation

Zhen Yang, Wei Chen, Feng Wang, Bo Xu

Borrow a Little from your Rich Cousin: Using Embeddings and Polarities of English Words for Multilingual Sentiment Classification

Prerana Singhal, Pushpak Bhattacharyya

Crowdsourcing Complex Language Resources: Playing to Annotate Dependency Syntax

Bruno Guillaume, Karën Fort, Nicolas Lefebvre

Better call Saul: Flexible Programming for Learning and Inference in NLP

Parisa Kordjamshidi, Daniel Khashabi, Christos Christodoulopoulos, Bhargav Mangipudi, Sameer Singh

Hashtag Recommendation with Topical Attention-Based LSTM

Yang Li, Ting Liu, Jing Jiang, Liang Zhang

Combining Heterogeneous User Generated Data to Sense Well-being

Adam Tsakalidis, Maria Liakata, Theo Damoulas, Brigitte Jellinek, Weisi Guo

Fast Inference for Interactive Models of Text

Jeffrey Lund, Paul Felt, Kevin Seppi, Eric Ringger

Political News Sentiment Analysis for Under-resourced Languages

Patrik F. Bakken, Terje A. Bratlie, Cristina Marco, Jon Atle Gulla

Leveraging Multiple Domains for Sentiment Classification

Fan Yang, Arjun Mukherjee, Yifan Zhang

“All I know about politics is what I read in Twitter”: Weakly Supervised Models for Extracting Politicians’ Stances From Twitter

Kristen Johnson, Dan Goldwasser

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

Peter Jansen, Niranjan Balasubramanian, Mihai Surdeanu, Peter Clark

Keyphrase Annotation with Graph Co-Ranking

Adrien Bougouin, Florian Boudin, Béatrice Daille

English-Chinese Knowledge Base Translation with Neural Network

Xiaocheng Feng, Duyu Tang, Bing Qin, Ting Liu

Neural Paraphrase Generation with Stacked Residual LSTM Networks

Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek Datla, Ashequl Qadir

Modelling Sentence Pairs with Tree-structured Attentive Encoder

Yao Zhou, Cong Liu, Yan Pan

Context-Sensitive Inference Rule Discovery: A Graph-Based Method

Xianpei Han, Le Sun

Modeling Extractive Sentence Intersection via Subtree Entailment

Omer Levy, Ido Dagan, Gabriel Stanovsky, Judith Eckle-Kohler, Iryna Gurevych

A Paraphrase and Semantic Similarity Detection System for User Generated Short-Text Content on Microblogs

Kuntal Dey, Ritvik Shrivastava, Saroj Kaushik

Reading and Thinking: Re-read LSTM Unit for Textual Entailment Recognition

Lei Sha, Baobao Chang, Zhifang Sui, Sujian Li

Parameter estimation of Japanese predicate argument structure analysis model using eye gaze information

Ryosuke Maki, Hitoshi Nishikawa, Takenobu Tokunaga

Distributional Inclusion Hypothesis for Tensor-based Composition

Dimitri Kartsaklis, Mehrnoosh Sadrzadeh

Exploring the value space of attributes: Unsupervised bidirectional clustering of adjectives in German

Wiebke Petersen, Oliver Hellwig

Modeling Context-sensitive Selectional Preference with Distributed Representations

Naoya Inoue, Yuichiroh Matsubayashi, Masayuki Ono, Naoaki Okazaki, Kentaro Inui

On the contribution of word embeddings to temporal relation classification

Paramita Mirza, Sara Tonelli

Is an Image Worth More than a Thousand Words? On the Fine-Grain Semantic Differences between Visual and Linguistic Representations

Guillem Collell, Marie-Francine Moens

Implementing a Reverse Dictionary, based on word definitions, using a Node-Graph Architecture

Sushrut Thorat, Varad Choudhari

Bad Company—Neighborhoods in Neural Embedding Spaces Considered Harmful

Johannes Hellrich, Udo Hahn

Learning Succinct Models: Pipelined Compression with L1-Regularization, Hashing, Elias-Fano Indices, and Quantization

Hajime Senuma, Akiko Aizawa

An Empirical Evaluation of various Deep Learning Architectures for Bi-Sequence Classification Tasks

Anirban Laha, Vikas Raykar

Experiments in Idiom Recognition

Jing Peng, Anna Feldman

CNN- and LSTM-based Claim Classification in Online User Comments

Chinnappa Guggilla, Tristan Miller, Iryna Gurevych

Monday mornings are my fave :) #not Exploring the Automatic Recognition of Irony in English tweets

Cynthia Van Hee, Els Lefever, Véronique Hoste

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data

Hila Gonen, Yoav Goldberg

Integrating Distributional and Lexical Information for Semantic Classification of Words using MRMF

Rosa Tsegaye Aga, Lucas Drumond, Christian Wartena, Lars Schmidt-Thieme

Neural-based Noise Filtering from Word Embeddings

Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

Latent Topic Embedding

Di Jiang, Lei Shi, Rongzhong Lian, Hua Wu

Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification

Yuezhang Li, Ronghuo Zheng, TIAN TIAN, Zhiting Hu, Rahul Iyer

SenticNet 4: A Semantic Resource for Sentiment Analysis Based on Conceptual Primitives

Erik Cambria, Soujanya Poria, Rajiv Bajpai, Bjoern Schuller

A Joint Sentiment-Target-Stance Model for Stance Classification in Tweets

Javid Ebrahimi, Dejing Dou, Daniel Lowd

Two-View Label Propagation to Semi-supervised Reader Emotion Classification

Shoushan Li, Jian Xu, Dong Zhang, Guodong Zhou

Aspect Based Sentiment Analysis using Sentiment Flow with Local and Non-local Neighbor Information

Shubham Pateria

Capturing Pragmatic Knowledge in Article Usage Prediction using LSTMs

Jad Kabbara, Yulan Feng, Jackie Chi Kit CHEUNG

Inferring Discourse Relations from PDTB-style Discourse Labels for Argumentative Revision Classification

Fan Zhang, Diane Litman, Katherine Forbes Riley

Training Data Enrichment for Infrequent Discourse Relations

Kailang Jiang, Giuseppe Carenini, Raymond Ng

Anecdote Recognition and Recommendation

Wei Song, Ruiji Fu, Lizhen Liu, Hanshi Wang, Ting Liu

Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings

Peyman Passban, Qun Liu, Andy Way

Measuring the Effect of Conversational Aspects on Machine Translation Quality

Marlies van der Wees, Arianna Bisazza, Christof Monz

Multi-Engine and Multi-Alignment Based Automatic Post-Editing and its Impact on Translation Productivity

Santanu Pal, Sudip Kumar Naskar, Josef van Genabith

Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences

Biao Zhang, Deyi Xiong, Jinsong Su, Hong Duan, Min Zhang

Table Filling Multi-Task Recurrent Neural Network for Joint Entity and Relation Extraction

Pankaj Gupta, Hinrich Schütze, Bernt Andrassy

Attention-Based Convolutional Neural Network for Semantic Relation Extraction

Yatian Shen, Xuanjing Huang

Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking

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

Constraint-Based Question Answering with Knowledge Graph

Junwei Bao, Nan Duan, Zhao Yan, Ming Zhou, Tiejun Zhao

Distance Metric Learning for Aspect Phrase Grouping

Shufeng Xiong, Yue Zhang, Donghong Ji, Yinxia Lou

Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text

Aditya Joshi, Ameya Prabhu, Manish Shrivastava, Vasudeva Varma

Targeted Sentiment to Understand Student Comments

Charles Welch, Rada Mihalcea

Agreement and Disagreement: Comparison of Points of View in the Political Domain

Stefano Menini, Sara Tonelli

Tweet Sarcasm Detection Using Deep Neural Network

Meishan Zhang, Yue Zhang, Guohong Fu

Stance Classification in Rumours as a Sequential Task Exploiting the Tree Structure of Social Media Conversations

Arkaitz Zubiaga, Elena Kochkina, Maria Liakata, Rob Procter, MICHAL LUKASIK

Combination of Convolutional and Recurrent Neural Network for Sentiment Analysis of Short Texts

Xingyou Wang, Weijie Jiang, Zhiyong Luo

Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification

Abdelghani Dahou, Shengwu Xiong, Junwei Zhou, Mohamed Houcine Haddoud, Pengfei Duan

Improved Word Embeddings with Implicit Structure Information

Jie Shen, Cong Liu

Hybrid Question Answering over Knowledge Base and Free Text

Kun Xu, Yansong Feng, Songfang Huang, Dongyan Zhao

Extracting Spatial Entities and Relations in Korean Text

Bogyum Kim, Jae Sung Lee

FastHybrid: A Hybrid Model for Efficient Answer Selection

Lidan Wang, Ming Tan, Jiawei Han

Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network

Jianfei Yu, Jing Jiang

Text Retrieval by Term Co-occurrences in a Query-based Vector Space

Eriks Sneiders

Mathematical Information Retrieval based on Type Embeddings and Query Expansion

Yiannos Stathopoulos, Simone Teufel

Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings

Simon Baker, Douwe Kiela, Anna Korhonen

Structured Aspect Extraction

Omer Gunes, Tim Furche, Giorgio Orsi

Joint Learning of Local and Global Features for Entity Linking via Neural Networks

Thien Huu Nguyen, Nicolas Fauceglia, Mariano Rodriguez Muro, Oktie Hassanzadeh, Alfio Massimiliano Gliozzo

Revisiting Taxonomy Induction over Wikipedia

Amit Gupta, Francesco Piccinno, Mikhail Kozhevnikov, Marius Pasca, Daniele Pighin

Hierarchical Memory Networks for Answer Selection on Unknown Words

Jiaming Xu, Jing Shi, Yiqun Yao, Suncong Zheng, Bo Xu

Incremental Global Event Extraction

Alex Judea, Michael Strube

Time-Independent and Language-Independent Extraction of Multiword Expressions From Twitter

Nikhil Londhe, Rohini Srihari, Vishrawas Gopalakrishnan

plWordNet 3.0 – a Comprehensive Lexical-Semantic Resource

Marek Maziarz, Maciej Piasecki, Ewa Rudnicka, Stan Szpakowicz, Paweł Kędzia

Textual Entailment with Structured Attentions and Composition

KAI ZHAO, Liang Huang, Mingbo Ma

Exploring Topic Discriminating Power of Words in Latent Dirichlet Allocation

Kai Yang, Yi Cai, Zhenhong Chen, Ho-fung Leung, Raymond Lau