COLING 2018

559 papers

A Retrospective Analysis of the Fake News Challenge Stance-Detection Task

Andreas Hanselowski, Avinesh PVS, Benjamin Schiller, Felix Caspelherr, Debanjan Chaudhuri

Recognizing Humour using Word Associations and Humour Anchor Extraction

Andrew Cattle, Xiaojuan Ma

CASCADE: Contextual Sarcasm Detection in Online Discussion Forums

Devamanyu Hazarika, Soujanya Poria, Sruthi Gorantla, Erik Cambria, Roger Zimmermann

Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM

Girishkumar Ponkiya, Kevin Patel, Pushpak Bhattacharyya, Girish Palshikar

Enhancing Sentence Embedding with Generalized Pooling

Qian Chen, Zhen-Hua Ling, Xiaodan Zhu

Subword-augmented Embedding for Cloze Reading Comprehension

Zhuosheng Zhang, Yafang Huang, Hai Zhao

Assessing Composition in Sentence Vector Representations

Allyson Ettinger, Ahmed Elgohary, Colin Phillips, Philip Resnik

Embedding Words as Distributions with a Bayesian Skip-gram Model

Arthur Bražinskas, Serhii Havrylov, Ivan Titov

A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators

Zhihao Fan, zhongyu wei, Siyuan Wang, Yang Liu, Xuanjing Huang

A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task

Qian Li, Ziwei Li, Jin-Mao Wei, Yanhui Gu, Adam Jatowt

Extractive Headline Generation Based on Learning to Rank for Community Question Answering

Tatsuru Higurashi, Hayato Kobayashi, Takeshi Masuyama, Kazuma Murao

Measuring the Diversity of Automatic Image Descriptions

Emiel van Miltenburg, Desmond Elliott, Piek Vossen

Structure-Infused Copy Mechanisms for Abstractive Summarization

Kaiqiang Song, Lin Zhao, Fei Liu

Reproducing and Regularizing the SCRN Model

Olzhas Kabdolov, Zhenisbek Assylbekov, Rustem Takhanov

Learning from Measurements in Crowdsourcing Models: Inferring Ground Truth from Diverse Annotation Types

Paul Felt, Eric Ringger, Jordan Boyd-Graber, Kevin Seppi

A New Concept of Deep Reinforcement Learning based Augmented General Tagging System

Yu Wang, Abhishek Patel, Hongxia Jin

Variational Attention for Sequence-to-Sequence Models

Hareesh Bahuleyan, Lili Mou, Olga Vechtomova, Pascal Poupart

GenSense: A Generalized Sense Retrofitting Model

Yang-Yin Lee, Ting-Yu Yen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen

Learning Word Meta-Embeddings by Autoencoding

Danushka Bollegala, Cong Bao

Contextual String Embeddings for Sequence Labeling

Alan Akbik, Duncan Blythe, Roland Vollgraf

Relation Induction in Word Embeddings Revisited

Zied Bouraoui, Shoaib Jameel, Steven Schockaert

A Computational Model for the Linguistic Notion of Morphological Paradigm

Miikka Silfverberg, Ling Liu, Mans Hulden

Ab Initio: Automatic Latin Proto-word Reconstruction

Alina Maria Ciobanu, Liviu P. Dinu

The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities

Marco Del Tredici, Raquel Fernández

Towards identifying the optimal datasize for lexically-based Bayesian inference of linguistic phylogenies

Taraka Rama, Søren Wichmann

Twitter corpus of Resource-Scarce Languages for Sentiment Analysis and Multilingual Emoji Prediction

Nurendra Choudhary, Rajat Singh, Vijjini Anvesh Rao, Manish Shrivastava

Killing Four Birds with Two Stones: Multi-Task Learning for Non-Literal Language Detection

Erik-Lân Do Dinh, Steffen Eger, Iryna Gurevych

Multi-Source Multi-Class Fake News Detection

Hamid Karimi, Proteek Roy, Sari Saba-Sadiya, Jiliang Tang

User-Level Race and Ethnicity Predictors from Twitter Text

Daniel Preoţiuc-Pietro, Lyle Ungar

Assessing Quality Estimation Models for Sentence-Level Prediction

Hoang Cuong, Jia Xu

Cross-lingual Knowledge Projection Using Machine Translation and Target-side Knowledge Base Completion

Naoki Otani, Hirokazu Kiyomaru, Daisuke Kawahara, Sadao Kurohashi

Crowdsourcing a Large Corpus of Clickbait on Twitter

Martin Potthast, Tim Gollub, Kristof Komlossy, Sebastian Schuster, Matti Wiegmann

SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health Conditions

Arman Cohan, Bart Desmet, Andrew Yates, Luca Soldaini, Sean MacAvaney

Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources

Adeline Granet, Emmanuel Morin, Harold Mouchère, Solen Quiniou, Christian Viard-Gaudin

Neural Machine Translation with Decoding History Enhanced Attention

Mingxuan Wang, jun xie, Zhixing Tan, Jinsong Su, Deyi Xiong

Fast and Accurate Reordering with ITG Transition RNN

Hao Zhang, Axel Ng, Richard Sproat

Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation

Francis Grégoire, Philippe Langlais

Ensure the Correctness of the Summary: Incorporate Entailment Knowledge into Abstractive Sentence Summarization

Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong

Incorporating Syntactic Uncertainty in Neural Machine Translation with a Forest-to-Sequence Model

Poorya Zaremoodi, Gholamreza Haffari

Cross-media User Profiling with Joint Textual and Social User Embedding

Jingjing Wang, Shoushan Li, Mingqi Jiang, Hanqian Wu, Guodong Zhou

Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention

Ruifang He, Xuefei Zhang, Di Jin, Longbiao Wang, Jianwu Dang

Diachronic word embeddings and semantic shifts: a survey

Andrey Kutuzov, Lilja Øvrelid, Terrence Szymanski, Erik Velldal

Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction

Ahmad Aghaebrahimian

Local String Transduction as Sequence Labeling

Joana Ribeiro, Shashi Narayan, Shay B. Cohen, Xavier Carreras

Who Feels What and Why? Annotation of a Literature Corpus with Semantic Roles of Emotions

Evgeny Kim, Roman Klinger

Fine-Grained Arabic Dialect Identification

Mohammad Salameh, Houda Bouamor, Nizar Habash

An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization

Gongbo Tang, Fabienne Cap, Eva Pettersson, Joakim Nivre

A Survey of Domain Adaptation for Neural Machine Translation

Chenhui Chu, Rui Wang

Refining Source Representations with Relation Networks for Neural Machine Translation

Wen Zhang, Jiawei Hu, Yang Feng, Qun Liu

MEMD: A Diversity-Promoting Learning Framework for Short-Text Conversation

Meng Zou, Xihan Li, Haokun Liu, Zhihong Deng

JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual Features

Hongru Liang, Haozheng Wang, Jun Wang, Shaodi You, Zhe Sun

Structured Dialogue Policy with Graph Neural Networks

Lu Chen, Bowen Tan, Sishan Long, Kai Yu

Dialogue-act-driven Conversation Model : An Experimental Study

Harshit Kumar, Arvind Agarwal, Sachindra Joshi

Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

Yutai Hou, Yijia Liu, Wanxiang Che, Ting Liu

Ask No More: Deciding when to guess in referential visual dialogue

Ravi Shekhar, Tim Baumgärtner, Aashish Venkatesh, Elia Bruni, Raffaella Bernardi

Adversarial Domain Adaptation for Variational Neural Language Generation in Dialogue Systems

Van-Khanh Tran, Le-Minh Nguyen

Abstractive Unsupervised Multi-Document Summarization using Paraphrastic Sentence Fusion

Mir Tafseer Nayeem, Tanvir Ahmed Fuad, Yllias Chali

Abstract Meaning Representation for Multi-Document Summarization

Kexin Liao, Logan Lebanoff, Fei Liu

Neural Relation Classification with Text Descriptions

Feiliang Ren, Di Zhou, Zhihui Liu, Yongcheng Li, Rongsheng Zhao

Adversarial Multi-lingual Neural Relation Extraction

Xiaozhi Wang, Xu Han, Yankai Lin, Zhiyuan Liu, Maosong Sun

Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences

Shiou Tian Hsu, Mandar Chaudhary, Nagiza Samatova

Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis

Andrew Moore, Paul Rayson

Effective Attention Modeling for Aspect-Level Sentiment Classification

Ruidan He, Wee Sun Lee, Hwee Tou Ng, Daniel Dahlmeier

Aspect and Sentiment Aware Abstractive Review Summarization

Min Yang, Qiang Qu, Ying Shen, Qiao Liu, Wei Zhao

Automated Scoring: Beyond Natural Language Processing

Nitin Madnani, Aoife Cahill

Author Profiling for Abuse Detection

Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

Enhanced Aspect Level Sentiment Classification with Auxiliary Memory

Peisong Zhu, Tieyun Qian

An Operation Network for Abstractive Sentence Compression

Naitong Yu, Jie Zhang, Minlie Huang, Xiaoyan Zhu

Enhancing General Sentiment Lexicons for Domain-Specific Use

Tim Kreutz, Walter Daelemans

Point Precisely: Towards Ensuring the Precision of Data in Generated Texts Using Delayed Copy Mechanism

Liunian Li, Xiaojun Wan

Generating Reasonable and Diversified Story Ending Using Sequence to Sequence Model with Adversarial Training

Zhongyang Li, Xiao Ding, Ting Liu

Towards a Language for Natural Language Treebank Transductions

Carlos A. Prolo

Multi-Task Neural Models for Translating Between Styles Within and Across Languages

Xing Niu, Sudha Rao, Marine Carpuat

Encoding Sentiment Information into Word Vectors for Sentiment Analysis

Zhe Ye, Fang Li, Timothy Baldwin

Style Obfuscation by Invariance

Chris Emmery, Enrique Manjavacas Arevalo, Grzegorz Chrupała

Answerable or Not: Devising a Dataset for Extending Machine Reading Comprehension

Mao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi

Evaluating the text quality, human likeness and tailoring component of PASS: A Dutch data-to-text system for soccer

Chris van der Lee, Bart Verduijn, Emiel Krahmer, Sander Wubben

Learning Emotion-enriched Word Representations

Ameeta Agrawal, Aijun An, Manos Papagelis

Leveraging Meta-Embeddings for Bilingual Lexicon Extraction from Specialized Comparable Corpora

Amir Hazem, Emmanuel Morin

Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings

Junjie Li, Haitong Yang, Chengqing Zong

A review of Spanish corpora annotated with negation

Salud María Jiménez-Zafra, Roser Morante, Maite Martin, L. Alfonso Ureña-López

Summarization Evaluation in the Absence of Human Model Summaries Using the Compositionality of Word Embeddings

Elaheh ShafieiBavani, Mohammad Ebrahimi, Raymond Wong, Fang Chen

Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing

Bo Chen, Bo An, Le Sun, Xianpei Han

Open-Domain Event Detection using Distant Supervision

Jun Araki, Teruko Mitamura

A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis

Yicheng Zou, Tao Gui, Qi Zhang, Xuanjing Huang

Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension

Liang Wang, Sujian Li, Wei Zhao, Kewei Shen, Meng Sun

HL-EncDec: A Hybrid-Level Encoder-Decoder for Neural Response Generation

Sixing Wu, Dawei Zhang, Ying Li, Xing Xie, Zhonghai Wu

Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!

Steffen Eger, Johannes Daxenberger, Christian Stab, Iryna Gurevych

Projecting Embeddings for Domain Adaption: Joint Modeling of Sentiment Analysis in Diverse Domains

Jeremy Barnes, Roman Klinger, Sabine Schulte im Walde

Reading Comprehension with Graph-based Temporal-Casual Reasoning

Yawei Sun, Gong Cheng, Yuzhong Qu

Vocabulary Tailored Summary Generation

Kundan Krishna, Aniket Murhekar, Saumitra Sharma, Balaji Vasan Srinivasan

Dynamic Feature Selection with Attention in Incremental Parsing

Ryosuke Kohita, Hiroshi Noji, Yuji Matsumoto

A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis

Shuqin Gu, Lipeng Zhang, Yuexian Hou, Yin Song

Self-Normalization Properties of Language Modeling

Jacob Goldberger, Oren Melamud

RuSentiment: An Enriched Sentiment Analysis Dataset for Social Media in Russian

Anna Rogers, Alexey Romanov, Anna Rumshisky, Svitlana Volkova, Mikhail Gronas

Multi-task dialog act and sentiment recognition on Mastodon

Christophe Cerisara, Somayeh Jafaritazehjani, Adedayo Oluokun, Hoa T. Le

Ant Colony System for Multi-Document Summarization

Asma Al-Saleh, Mohamed El Bachir Menai

Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?

Yi Zhang, Xu Sun, Shuming Ma, Yang Yang, Xuancheng Ren

An Empirical Study on Fine-Grained Named Entity Recognition

Khai Mai, Thai-Hoang Pham, Minh Trung Nguyen, Tuan Duc Nguyen, Danushka Bollegala

A Practical Incremental Learning Framework For Sparse Entity Extraction

Hussein Al-Olimat, Steven Gustafson, Jason Mackay, Krishnaprasad Thirunarayan, Amit Sheth