COLING

CogALex-V Shared Task: LexNET - Integrated Path-based and Distributional Method for the Identification of Semantic Relations

Vered Shwartz, Ido Dagan

Comments 5 pages, accepted to the 5th Workshop on Cognitive Aspects of the Lexicon (CogALex-V), in COLING 2016

Feature-Augmented Neural Networks for Patient Note De-identification

Ji Young Lee, Franck Dernoncourt, Ozlem Uzuner, Peter Szolovits

Comments Accepted as a conference paper at COLING ClinicalNLP 2016. The first two authors contributed equally to this work

Semantic Tagging with Deep Residual Networks

Johannes Bjerva, Barbara Plank, Johan Bos

Comments COLING 2016, camera ready version

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

Comments Accepted for publication at COLING 2016. See also: https://www.ukp.tu-darmstadt.de/publications/details/?no_cache=1&tx_bibtex_pi1%5Bpub_id%5D=TUD-CS-2016-1450 Version 2: corrected spelling of third author

Improving historical spelling normalization with bi-directional LSTMs and multi-task learning

Marcel Bollmann, Anders Søgaard

Comments Accepted to COLING 2016

How Document Pre-processing affects Keyphrase Extraction Performance

Florian Boudin, Hugo Mougard, Damien Cram

Comments Accepted at the COLING 2016 Workshop on Noisy User-generated Text (WNUT)

Bidirectional LSTM-CRF for Clinical Concept Extraction

Raghavendra Chalapathy, Ehsan Zare Borzeshi, Massimo Piccardi

Comments This paper "Bidirectional LSTM-CRF for Clinical Concept Extraction" is accepted for short paper presentation at Clinical Natural Language Processing Workshop at COLING 2016 Osaka, Japan. December 11, 2016

Pre-Translation for Neural Machine Translation

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

Comments 9 pages. To appear in COLING 2016

Interactive Attention for Neural Machine Translation

Fandong Meng, Zhengdong Lu, Hang Li, Qun Liu

Comments Accepted at COLING 2016

Sensing Emotions in Text Messages: An Application and Deployment Study of EmotionPush

Shih-Ming Wang, Chun-Hui Li, Yu-Chun Lo, Ting-Hao K. Huang, Lun-Wei Ku

Comments 4 pages. COLING 2016 Demo paper

Distributional Inclusion Hypothesis for Tensor-based Composition

Dimitri Kartsaklis, Mehrnoosh Sadrzadeh

Comments To appear in COLING 2016

Neural Paraphrase Generation with Stacked Residual LSTM Networks

Aaditya Prakash, Sadid A. Hasan, Kathy Lee, Vivek Datla, Ashequl Qadir, Joey Liu, Oladimeji Farri

Comments COLING 2016

Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation

Lili Mou, Yiping Song, Rui Yan, Ge Li, Lu Zhang, Zhi Jin

Comments Accepted by COLING

Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation

Yan Xu, Ran Jia, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu, Zhi Jin

Comments Accepted by COLING-16

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods

Marzieh Saeidi, Guillaume Bouchard, Maria Liakata, Sebastian Riedel

Comments Accepted at COLING 2016

Survey on the Use of Typological Information in Natural Language Processing

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

Journal ref COLING 2016

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

Lieke Gelderloos, Grzegorz Chrupała

Comments Accepted at COLING 2016

Keystroke dynamics as signal for shallow syntactic parsing

Barbara Plank

Comments In COLING 2016

Simple Question Answering by Attentive Convolutional Neural Network

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

Comments Accepted as an oral long paper by COLING'2016

An Empirical Exploration of Skip Connections for Sequential Tagging

Huijia Wu, Jiajun Zhang, Chengqing Zong

Comments Accepted at COLING 2016

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

Comments COLING 2016

Language classification from bilingual word embedding graphs

Steffen Eger, Armin Hoenen, Alexander Mehler

Comments To be published at Coling 2016

Journal ref COLING 2016

Neural-based Noise Filtering from Word Embeddings

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

Comments 9 pages, 4 figures, COLING 2016

Generating Simulations of Motion Events from Verbal Descriptions

James Pustejovsky, Nikhil Krishnaswamy

Comments 11 pages, 5 figures, *SEM workshop, COLING 2014

Word2Vec vs DBnary: Augmenting METEOR using Vector Representations or Lexical Resources?

Christophe Servan, Alexandre Berard, Zied Elloumi, Hervé Blanchon, Laurent Besacier

Comments accepted to COLING 2016 conference

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

Anirban Laha, Vikas Raykar

Comments 12 pages (content + references : 10 pages, appendix : 2 pages ). To appear in COLING 2016

Inducing Multilingual Text Analysis Tools Using Bidirectional Recurrent Neural Networks

Othman Zennaki, Nasredine Semmar, Laurent Besacier

Comments accepted to COLING 2016

Effective LSTMs for Target-Dependent Sentiment Classification

Duyu Tang, Bing Qin, Xiaocheng Feng, Ting Liu

Comments 7 pages, 3 figures published in COLING 2016

Hierarchical Memory Networks for Answer Selection on Unknown Words

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

Comments 10 pages, to appear in COLING 2016

AttSum: Joint Learning of Focusing and Summarization with Neural Attention

Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei, Yanran Li

Comments 10 pages, 1 figure

Journal ref COLING 2016