COLING 2020

1,035 papers

Neural Automated Essay Scoring Incorporating Handcrafted Features

Masaki Uto, Yikuan Xie, Maomi Ueno

Analysing cross-lingual transfer in lemmatisation for Indian languages

Kumar Saurav, Kumar Saunack, Pushpak Bhattacharyya

Building The First English-Brazilian Portuguese Corpus for Automatic Post-Editing

Felipe Almeida Costa, Thiago Castro Ferreira, Adriana Pagano, Wagner Meira

Understanding Translationese in Multi-view Embedding Spaces

Koel Dutta Chowdhury, Cristina España-Bonet, Josef van Genabith

Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction

Silvia Severini, Viktor Hangya, Alexander Fraser, Hinrich Schütze

The SADID Evaluation Datasets for Low-Resource Spoken Language Machine Translation of Arabic Dialects

Wael Abid

Rethinking the Value of Transformer Components

Wenxuan Wang, Zhaopeng Tu

A Locally Linear Procedure for Word Translation

Soham Dan, Hagai Taitelbaum, Jacob Goldberger

Data Selection for Bilingual Lexicon Induction from Specialized Comparable Corpora

Martin Laville, Amir Hazem, Emmanuel Morin, Phillippe Langlais

A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction

Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang

Better Sign Language Translation with STMC-Transformer

Kayo Yin, Jesse Read

The Transference Architecture for Automatic Post-Editing

Santanu Pal, Hongfei Xu, Nico Herbig, Sudip Kumar Naskar, Antonio Krüger

WikiUMLS: Aligning UMLS to Wikipedia via Cross-lingual Neural Ranking

Afshin Rahimi, Timothy Baldwin, Karin Verspoor

Detecting Non-literal Translations by Fine-tuning Cross-lingual Pre-trained Language Models

Yuming Zhai, Gabriel Illouz, Anne Vilnat

PheMT: A Phenomenon-wise Dataset for Machine Translation Robustness on User-Generated Contents

Ryo Fujii, Masato Mita, Kaori Abe, Kazuaki Hanawa, Makoto Morishita

A Contextual Alignment Enhanced Cross Graph Attention Network for Cross-lingual Entity Alignment

Zhiwen Xie, Runjie Zhu, Kunsong Zhao, Jin Liu, Guangyou Zhou

100,000 Podcasts: A Spoken English Document Corpus

Ann Clifton, Sravana Reddy, Yongze Yu, Aasish Pappu, Rezvaneh Rezapour

Don’t Patronize Me! An Annotated Dataset with Patronizing and Condescending Language towards Vulnerable Communities

Carla Perez Almendros, Luis Espinosa Anke, Steven Schockaert

Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings

Arun Ramachandran, Gerard de Melo

The Indigenous Languages Technology project at NRC Canada: An empowerment-oriented approach to developing language software

Roland Kuhn, Fineen Davis, Alain Désilets, Eric Joanis, Anna Kazantseva

An Analysis of Dataset Overlap on Winograd-Style Tasks

Ali Emami, Kaheer Suleman, Adam Trischler, Jackie Chi Kit CHEUNG

Native-like Expression Identification by Contrasting Native and Proficient Second Language Speakers

Oleksandr Harust, Yugo Murawaki, Sadao Kurohashi

Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework

Akshay Bhola, Kishaloy Halder, Animesh Prasad, Min-Yen Kan

Using Eye-tracking Data to Predict the Readability of Brazilian Portuguese Sentences in Single-task, Multi-task and Sequential Transfer Learning Approaches

Sidney Evaldo Leal, João Marcos Munguba Vieira, Erica dos Santos Rodrigues, Elisângela Nogueira Teixeira, Sandra Aluísio

Semi-supervised Multi-task Learning for Multi-label Fine-grained Sexism Classification

Harika Abburi, Pulkit Parikh, Niyati Chhaya, Vasudeva Varma

Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training

Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He

Towards automatically generating Questions under Discussion to link information and discourse structure

Kordula De Kuthy, Madeeswaran Kannan, Haemanth Santhi Ponnusamy, Detmar Meurers

Variation in Coreference Strategies across Genres and Production Media

Berfin Aktas, Manfred Stede

A Neural Model for Aggregating Coreference Annotation in Crowdsourcing

Maolin Li, Hiroya Takamura, Sophia Ananiadou

Chinese Paragraph-level Discourse Parsing with Global Backward and Local Reverse Reading

Feng Jiang, Xiaomin Chu, Peifeng Li, Fang Kong, Qiaoming Zhu

Exploiting a lexical resource for discourse connective disambiguation in German

Peter Bourgonje, Manfred Stede

TWEETSUM: Event oriented Social Summarization Dataset

Ruifang He, Liangliang Zhao, Huanyu Liu

SumTitles: a Summarization Dataset with Low Extractiveness

Valentin Malykh, Konstantin Chernis, Ekaterina Artemova, Irina Piontkovskaya

On the Faithfulness for E-commerce Product Summarization

Peng Yuan, Haoran Li, Song Xu, Youzheng Wu, Xiaodong He

Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics

Manik Bhandari, Pranav Narayan Gour, Atabak Ashfaq, Pengfei Liu

An Anchor-Based Automatic Evaluation Metric for Document Summarization

Kexiang Wang, Tianyu Liu, Baobao Chang, Zhifang Sui

How Domain Terminology Affects Meeting Summarization Performance

Jia Jin Koay, Alexander Roustai, Xiaojin Dai, Dillon Burns, Alec Kerrigan

HOLMS: Alternative Summary Evaluation with Large Language Models

Yassine Mrabet, Dina Demner-Fushman

Controllable Abstractive Sentence Summarization with Guiding Entities

Changmeng Zheng, Yi Cai, Guanjie Zhang, Qing Li

Multimodal Sentence Summarization via Multimodal Selective Encoding

Haoran Li, Junnan Zhu, Jiajun Zhang, Xiaodong He, Chengqing Zong

WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization

Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang

Flight of the PEGASUS? Comparing Transformers on Few-shot and Zero-shot Multi-document Abstractive Summarization

Travis Goodwin, Max Savery, Dina Demner-Fushman

Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT

Ruifeng Yuan, Zili Wang, Wenjie Li

At Which Level Should We Extract? An Empirical Analysis on Extractive Document Summarization

Qingyu Zhou, Furu Wei, Ming Zhou

Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization

Dongyub Lee, Myeong Cheol Shin, Taesun Whang, Seungwoo Cho, Byeongil Ko

IntKB: A Verifiable Interactive Framework for Knowledge Base Completion

Bernhard Kratzwald, Guo Kunpeng, Stefan Feuerriegel, Dennis Diefenbach

Knowledge Base Embedding By Cooperative Knowledge Distillation

Raphaël Sourty, José G. Moreno, François-Paul Servant, Lynda Tamine-Lechani

Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification

Timo Schick, Helmut Schmid, Hinrich Schütze

Embedding Meta-Textual Information for Improved Learning to Rank

Toshitaka Kuwa, Shigehiko Schamoni, Stefan Riezler

ManyEnt: A Dataset for Few-shot Entity Typing

Markus Eberts, Kevin Pech, Adrian Ulges

Few-Shot Text Classification with Edge-Labeling Graph Neural Network-Based Prototypical Network

Chen Lyu, Weijie Liu, Ping Wang

Word-Level Uncertainty Estimation for Black-Box Text Classifiers using RNNs

Jakob Smedegaard Andersen, Tom Schöner, Walid Maalej

Exploiting Narrative Context and A Priori Knowledge of Categories in Textual Emotion Classification

Hikari Tanabe, Tetsuji Ogawa, Tetsunori Kobayashi, Yoshihiko Hayashi

Unsupervised Fine-tuning for Text Clustering

Shaohan Huang, Furu Wei, Lei Cui, Xingxing Zhang, Ming Zhou

Go Simple and Pre-Train on Domain-Specific Corpora: On the Role of Training Data for Text Classification

Aleksandra Edwards, Jose Camacho-Collados, Hélène De Ribaupierre, Alun Preece

KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi

Rubungo Andre Niyongabo, Qu Hong, Julia Kreutzer, Li Huang

Data Augmentation for Multiclass Utterance Classification – A Systematic Study

Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen

Argumentation Mining on Essays at Multi Scales

Hao Wang, Zhen Huang, Yong Dou, Yu Hong

Words are the Window to the Soul: Language-based User Representations for Fake News Detection

Marco Del Tredici, Raquel Fernández

Debunking Rumors on Twitter with Tree Transformer

Jing Ma, Wei Gao

Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users based on Weakly Supervised Learning

Chunyuan Yuan, Qianwen Ma, Wei Zhou, Jizhong Han, Songlin Hu

Explainable Automated Fact-Checking: A Survey

Neema Kotonya, Francesca Toni

Exploiting Microblog Conversation Structures to Detect Rumors

Jiawen Li, Yudianto Sujana, Hung-Yu Kao

Scientific Keyphrase Identification and Classification by Pre-Trained Language Models Intermediate Task Transfer Learning

Seoyeon Park, Cornelia Caragea

Automatic Interlinear Glossing for Under-Resourced Languages Leveraging Translations

Xingyuan Zhao, Satoru Ozaki, Antonios Anastasopoulos, Graham Neubig, Lori Levin

News Editorials: Towards Summarizing Long Argumentative Texts

Shahbaz Syed, Roxanne El Baff, Johannes Kiesel, Khalid Al Khatib, Benno Stein

SaSAKE: Syntax and Semantics Aware Keyphrase Extraction from Research Papers

Santosh T.y.s.s, Debarshi Kumar Sanyal, Plaban Kumar Bhowmick, Partha Pratim Das

Enhancing Extractive Text Summarization with Topic-Aware Graph Neural Networks

Peng Cui, Le Hu, Yuanchao Liu

CosMo: Conditional Seq2Seq-based Mixture Model for Zero-Shot Commonsense Question Answering

Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Mahsa Baktashmotlagh, Gholamreza Haffari

Learn to Combine Linguistic and Symbolic Information for Table-based Fact Verification

Qi SHI, Yu Zhang, Qingyu Yin, Ting Liu

An empirical analysis of existing systems and datasets toward general simple question answering

Namgi Han, Goran Topić, Hiroshi Noji, Hiroya Takamura, Yusuke Miyao

Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs

Shogo Fujita, Tomohide Shibata, Manabu Okumura

User Memory Reasoning for Conversational Recommendation

Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah

Diverse Keyphrase Generation with Neural Unlikelihood Training

Hareesh Bahuleyan, Layla El Asri

Global Context-enhanced Graph Convolutional Networks for Document-level Relation Extraction

HuiWei Zhou, Yibin Xu, Weihong Yao, Zhe Liu, Chengkun Lang

Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition

Ngoc Phuoc An Vo, Irene Manotas, Vadim Sheinin, Octavian Popescu

Hy-NLI: a Hybrid system for Natural Language Inference

Aikaterini-Lida Kalouli, Richard Crouch, Valeria de Paiva

Auto-Encoding Variational Bayes for Inferring Topics and Visualization

Dang Pham, Tuan Le

A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection

Daniele Bonadiman, Alessandro Moschitti

Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering

Quan Hung Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le

Intra-Correlation Encoding for Chinese Sentence Intention Matching

Xu Zhang, Yifeng Li, Wenpeng Lu, Ping Jian, Guoqiang Zhang

Pick a Fight or Bite your Tongue: Investigation of Gender Differences in Idiomatic Language Usage

Ella Rabinovich, Hila Gonen, Suzanne Stevenson

Distinguishing Between Foreground and Background Events in News

Mohammed Aldawsari, Adrian Perez, Deya Banisakher, Mark Finlayson

Answer-driven Deep Question Generation based on Reinforcement Learning

Liuyin Wang, Zihan Xu, Zibo Lin, Haitao Zheng, Ying Shen

Priorless Recurrent Networks Learn Curiously

Jeff Mitchell, Jeffrey Bowers

Classifier Probes May Just Learn from Linear Context Features

Jenny Kunz, Marco Kuhlmann

A Mixture-of-Experts Model for Learning Multi-Facet Entity Embeddings

Rana Alshaikh, Zied Bouraoui, Shelan Jeawak, Steven Schockaert

Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks

Trapit Bansal, Rishikesh Jha, Andrew McCallum

AraBench: Benchmarking Dialectal Arabic-English Machine Translation

Hassan Sajjad, Ahmed Abdelali, Nadir Durrani, Fahim Dalvi

Monolingual and Multilingual Reduction of Gender Bias in Contextualized Representations

Sheng Liang, Philipp Dufter, Hinrich Schütze

TransQuest: Translation Quality Estimation with Cross-lingual Transformers

Tharindu Ranasinghe, Constantin Orasan, Ruslan Mitkov

Informative Manual Evaluation of Machine Translation Output

Maja Popović

Online Versus Offline NMT Quality: An In-depth Analysis on English-German and German-English

Maha Elbayad, Michael Ustaszewski, Emmanuelle Esperança-Rodier, Francis Brunet-Manquat, Jakob Verbeek

Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods

Stefan Larson, Adrian Cheung, Anish Mahendran, Kevin Leach, Jonathan K. Kummerfeld

Adversarial Learning on the Latent Space for Diverse Dialog Generation

Kashif Khan, Gaurav Sahu, Vikash Balasubramanian, Lili Mou, Olga Vechtomova

Sentiment Analysis for Emotional Speech Synthesis in a News Dialogue System

Hiroaki Takatsu, Ryota Ando, Yoichi Matsuyama, Tetsunori Kobayashi

Matthijs Westera, Jacopo Amidei, Laia Mayol

Few-shot Pseudo-Labeling for Intent Detection

Thomas Dopierre, Christophe Gravier, Julien Subercaze, Wilfried Logerais

Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection

Yang Deng, Wenxuan Zhang, Wai Lam

A Large-Scale Corpus of E-mail Conversations with Standard and Two-Level Dialogue Act Annotations

Motoki Taniguchi, Yoshihiro Ueda, Tomoki Taniguchi, Tomoko Ohkuma