COLING 2018

559 papers

Exploiting Structure in Representation of Named Entities using Active Learning

Nikita Bhutani, Kun Qian, Yunyao Li, H. V. Jagadish, Mauricio Hernandez

Neural Collective Entity Linking

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu

Systematic Study of Long Tail Phenomena in Entity Linking

Filip Ilievski, Piek Vossen, Stefan Schlobach

On Adversarial Examples for Character-Level Neural Machine Translation

Javid Ebrahimi, Daniel Lowd, Dejing Dou

A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation

Surafel Melaku Lakew, Mauro Cettolo, Marcello Federico

Design Challenges in Named Entity Transliteration

Yuval Merhav, Stephen Ash

Improving Neural Machine Translation by Incorporating Hierarchical Subword Features

Makoto Morishita, Jun Suzuki, Masaaki Nagata

Fusing Recency into Neural Machine Translation with an Inter-Sentence Gate Model

Shaohui Kuang, Deyi Xiong

Modeling Coherence for Neural Machine Translation with Dynamic and Topic Caches

Shaohui Kuang, Deyi Xiong, Weihua Luo, Guodong Zhou

A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification

Yudai Kishimoto, Yugo Murawaki, Sadao Kurohashi

Deep Enhanced Representation for Implicit Discourse Relation Recognition

Hongxiao Bai, Hai Zhao

Transition-based Neural RST Parsing with Implicit Syntax Features

Nan Yu, Meishan Zhang, Guohong Fu

Implicit Discourse Relation Recognition using Neural Tensor Network with Interactive Attention and Sparse Learning

Fengyu Guo, Ruifang He, Di Jin, Jianwu Dang, Longbiao Wang

Joint Modeling of Structure Identification and Nuclearity Recognition in Macro Chinese Discourse Treebank

Xiaomin Chu, Feng Jiang, Yi Zhou, Guodong Zhou, Qiaoming Zhu

Employing Text Matching Network to Recognise Nuclearity in Chinese Discourse

Sheng Xu, Peifeng Li, Guodong Zhou, Qiaoming Zhu

Natural Language Interface for Databases Using a Dual-Encoder Model

Ionel Alexandru Hosu, Radu Cristian Alexandru Iacob, Florin Brad, Stefan Ruseti, Traian Rebedea

Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy

Deepak Gupta, Rajkumar Pujari, Asif Ekbal, Pushpak Bhattacharyya, Anutosh Maitra

Few-Shot Charge Prediction with Discriminative Legal Attributes

Zikun Hu, Xiang Li, Cunchao Tu, Zhiyuan Liu, Maosong Sun

Interpretation of Implicit Conditions in Database Search Dialogues

Shunya Fukunaga, Hitoshi Nishikawa, Takenobu Tokunaga, Hikaru Yokono, Tetsuro Takahashi

Dynamic Multi-Level Multi-Task Learning for Sentence Simplification

Han Guo, Ramakanth Pasunuru, Mohit Bansal

One-shot Learning for Question-Answering in Gaokao History Challenge

Zhuosheng Zhang, Hai Zhao

Adversarial Feature Adaptation for Cross-lingual Relation Classification

Bowei Zou, Zengzhuang Xu, Yu Hong, Guodong Zhou

Cooperative Denoising for Distantly Supervised Relation Extraction

Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang

Adopting the Word-Pair-Dependency-Triplets with Individual Comparison for Natural Language Inference

Qianlong Du, Chengqing Zong, Keh-Yih Su

A Nontrivial Sentence Corpus for the Task of Sentence Readability Assessment in Portuguese

Sidney Evaldo Leal, Magali Sanches Duran, Sandra Maria Aluísio

Authorship Identification for Literary Book Recommendations

Haifa Alharthi, Diana Inkpen, Stan Szpakowicz

WikiRef: Wikilinks as a route to recommending appropriate references for scientific Wikipedia pages

Abhik Jana, Pranjal Kanojiya, Pawan Goyal, Animesh Mukherjee

Enriching Word Embeddings with Domain Knowledge for Readability Assessment

Zhiwei Jiang, Qing Gu, Yafeng Yin, Daoxu Chen

A Deep Dive into Word Sense Disambiguation with LSTM

Minh Le, Marten Postma, Jacopo Urbani, Piek Vossen

Topic or Style? Exploring the Most Useful Features for Authorship Attribution

Yunita Sari, Mark Stevenson, Andreas Vlachos

Par4Sim – Adaptive Paraphrasing for Text Simplification

Seid Muhie Yimam, Chris Biemann

Automatic Assessment of Conceptual Text Complexity Using Knowledge Graphs

Sanja Štajner, Ioana Hulpuș

Modeling the Readability of German Targeting Adults and Children: An empirically broad analysis and its cross-corpus validation

Zarah Weiß, Detmar Meurers

Joint Learning from Labeled and Unlabeled Data for Information Retrieval

Bo Li, Ping Cheng, Le Jia

Attributed and Predictive Entity Embedding for Fine-Grained Entity Typing in Knowledge Bases

Hailong Jin, Lei Hou, Juanzi Li, Tiansi Dong

Embedding WordNet Knowledge for Textual Entailment

Yunshi Lan, Jing Jiang

Identifying Emergent Research Trends by Key Authors and Phrases

Shenhao Jiang, Animesh Prasad, Min-Yen Kan, Kazunari Sugiyama

Lexi: A tool for adaptive, personalized text simplification

Joachim Bingel, Gustavo Paetzold, Anders Søgaard

From Text to Lexicon: Bridging the Gap between Word Embeddings and Lexical Resources

Ilia Kuznetsov, Iryna Gurevych

Personalizing Lexical Simplification

John Lee, Chak Yan Yeung

Neural Math Word Problem Solver with Reinforcement Learning

Danqing Huang, Jing Liu, Chin-Yew Lin, Jian Yin

Simple Neologism Based Domain Independent Models to Predict Year of Authorship

Vivek Kulkarni, Yingtao Tian, Parth Dandiwala, Steve Skiena

Representation Learning of Entities and Documents from Knowledge Base Descriptions

Ikuya Yamada, Hiroyuki Shindo, Yoshiyasu Takefuji

Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition

Yu Hong, Yang Xu, Huibin Ruan, Bowei Zou, Jianmin Yao

Learning to Search in Long Documents Using Document Structure

Mor Geva, Jonathan Berant

How Predictable is Your State? Leveraging Lexical and Contextual Information for Predicting Legislative Floor Action at the State Level

Vladimir Eidelman, Anastassia Kornilova, Daniel Argyle

RNN Simulations of Grammaticality Judgments on Long-distance Dependencies

Shammur Absar Chowdhury, Roberto Zamparelli

Two Local Models for Neural Constituent Parsing

Zhiyang Teng, Yue Zhang

Sprucing up the trees – Error detection in treebanks

Ines Rehbein, Josef Ruppenhofer

Distance-Free Modeling of Multi-Predicate Interactions in End-to-End Japanese Predicate-Argument Structure Analysis

Yuichiroh Matsubayashi, Kentaro Inui

Neural Transition-based String Transduction for Limited-Resource Setting in Morphology

Peter Makarov, Simon Clematide

Low-resource Cross-lingual Event Type Detection via Distant Supervision with Minimal Effort

Aldrian Obaja Muis, Naoki Otani, Nidhi Vyas, Ruochen Xu, Yiming Yang

Challenges of language technologies for the indigenous languages of the Americas

Manuel Mager, Ximena Gutierrez-Vasques, Gerardo Sierra, Ivan Meza-Ruiz

Unsupervised Morphology Learning with Statistical Paradigms

Hongzhi Xu, Mitchell Marcus, Charles Yang, Lyle Ungar

Triad-based Neural Network for Coreference Resolution

Yuanliang Meng, Anna Rumshisky

They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking

Ethan Zhou, Jinho D. Choi

Zero Pronoun Resolution with Attention-based Neural Network

Qingyu Yin, Yu Zhang, Weinan Zhang, Ting Liu, William Yang Wang

A New Approach to Animacy Detection

Labiba Jahan, Geeticka Chauhan, Mark Finlayson

Proceedings of the 27th International Conference on Computational Linguistics

Emily M. Bender, Leon Derczynski, Pierre Isabelle