Skip to content
conftrace_

COLING 2020

1,035 papers

Endangered Languages meet Modern NLP

Antonios Anastasopoulos, Christopher Cox, Graham Neubig, Hilaria Cruz

A Crash Course in Automatic Grammatical Error Correction

Roman Grundkiewicz, Christopher Bryant, Mariano Felice

Multilingual Neural Machine Translation

Raj Dabre, Chenhui Chu, Anoop Kunchukuttan

Embeddings in Natural Language Processing

Jose Camacho-Collados, Mohammad Taher Pilehvar

Cross-lingual Semantic Representation for NLP with UCCA

Omri Abend, Dotan Dvir, Daniel Hershcovich, Jakob Prange, Nathan Schneider

Arabic Curriculum Analysis

Hamdy Mubarak, Shimaa Amer, Ahmed Abdelali, Kareem Darwish

BullStop: A Mobile App for Cyberbullying Prevention

Semiu Salawu, Yulan He, Jo Lumsden

TrainX – Named Entity Linking with Active Sampling and Bi-Encoders

Tom Oberhauser, Tim Bischoff, Karl Brendel, Maluna Menke, Tobias Klatt

An Online Readability Leveled Arabic Thesaurus

Zhengyang Jiang, Nizar Habash, Muhamed Al Khalil

Discussion Tracker: Supporting Teacher Learning about Students’ Collaborative Argumentation in High School Classrooms

Luca Lugini, Christopher Olshefski, Ravneet Singh, Diane Litman, Amanda Godley

XplaiNLI: Explainable Natural Language Inference through Visual Analytics

Aikaterini-Lida Kalouli, Rita Sevastjanova, Valeria de Paiva, Richard Crouch, Mennatallah El-Assady

A Multilingual Reading Comprehension System for more than 100 Languages

Anthony Ferritto, Sara Rosenthal, Mihaela Bornea, Kazi Hasan, Rishav Chakravarti

Fast Word Predictor for On-Device Application

Huy Tien Nguyen, Khoi Tuan Nguyen, Anh Tuan Nguyen, Thanh Lac Thi Tran

Demo Application for the AutoGOAL Framework

Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz-Guillena

DART: A Lightweight Quality-Suggestive Data-to-Text Annotation Tool

Ernie Chang, Jeriah Caplinger, Alex Marin, Xiaoyu Shen, Vera Demberg

Ve’rdd. Narrowing the Gap between Paper Dictionaries, Low-Resource NLP and Community Involvement

Khalid Alnajjar, Mika Hämäläinen, Jack Rueter, Niko Partanen

Neural Language Modeling for Named Entity Recognition

Zhihong Lei, Weiyue Wang, Christian Dugast, Hermann Ney

Augmenting NLP models using Latent Feature Interpolations

Amit Jindal, Arijit Ghosh Chowdhury, Aniket Didolkar, Di Jin, Ramit Sawhney

Autoregressive Reasoning over Chains of Facts with Transformers

Ruben Cartuyvels, Graham Spinks, Marie-Francine Moens

CharacterBERT: Reconciling ELMo and BERT for Word-Level Open-Vocabulary Representations From Characters

Hicham El Boukkouri, Olivier Ferret, Thomas Lavergne, Hiroshi Noji, Pierre Zweigenbaum

Attention Word Embedding

Shashank Sonkar, Andrew Waters, Richard Baraniuk

Scale down Transformer by Grouping Features for a Lightweight Character-level Language Model

Sungrae Park, Geewook Kim, Junyeop Lee, Junbum Cha, Ji-Hoon Kim

Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths

Ritesh Sarkhel, Moniba Keymanesh, Arnab Nandi, Srinivasan Parthasarathy

Exploring the Value of Personalized Word Embeddings

Charles Welch, Jonathan K. Kummerfeld, Veronica Perez-Rosas, Rada Mihalcea

Embedding Dynamic Attributed Networks by Modeling the Evolution Processes

Zenan Xu, Zijing Ou, Qinliang Su, Jianxing Yu, Xiaojun Quan

Language Model Transformers as Evaluators for Open-domain Dialogues

Rostislav Nedelchev, Jens Lehmann, Ricardo Usbeck

German’s Next Language Model

Branden Chan, Stefan Schweter, Timo Möller

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming

Zhenpeng Zhou, Ahmad Beirami, Paul Crook, Pararth Shah, Rajen Subba

Out-of-Task Training for Dialog State Tracking Models

Michael Heck, Christian Geishauser, Hsien-Chin Lin, Nurul Lubis, Marco Moresi

Statistical Parsing of Tree Wrapping Grammars

Tatiana Bladier, Jakub Waszczuk, Laura Kallmeyer

Incremental Neural Lexical Coherence Modeling

Sungho Jeon, Michael Strube

Intrinsic Quality Assessment of Arguments

Henning Wachsmuth, Till Werner

Multilingual Neural RST Discourse Parsing

Zhengyuan Liu, Ke Shi, Nancy Chen

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension

Yiming Cui, Ting Liu, Ziqing Yang, Zhipeng Chen, Wentao Ma

Creation of Corpus and analysis in Code-Mixed Kannada-English Twitter data for Emotion Prediction

Abhinav Reddy Appidi, Vamshi Krishna Srirangam, Darsi Suhas, Manish Shrivastava

Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused Domains

Arianna Betti, Martin Reynaert, Thijs Ossenkoppele, Yvette Oortwijn, Andrew Salway

DaN+: Danish Nested Named Entities and Lexical Normalization

Barbara Plank, Kristian Nørgaard Jensen, Rob van der Goot

Exploring the Language of Data

Gabor Bella, Linda Gremes, Fausto Giunchiglia

RoBERT – A Romanian BERT Model

Mihai Masala, Stefan Ruseti, Mihai Dascalu

Constructing A Multi-hop QA Dataset for Comprehensive Evaluation of Reasoning Steps

Xanh Ho, Anh-Khoa Duong Nguyen, Saku Sugawara, Akiko Aizawa

Domain-Specific Sentiment Lexicons Induced from Labeled Documents

SM Mazharul Islam, Xin Dong, Gerard de Melo

Biomedical Concept Relatedness – A large EHR-based benchmark

Claudia Schulz, Josh Levy-Kramer, Camille Van Assel, Miklos Kepes, Nils Hammerla

Human or Neural Translation?

Shivendra Bhardwaj, David Alfonso Hermelo, Phillippe Langlais, Gabriel Bernier-Colborne, Cyril Goutte

XED: A Multilingual Dataset for Sentiment Analysis and Emotion Detection

Emily Öhman, Marc Pàmies, Kaisla Kajava, Jörg Tiedemann

Continual Lifelong Learning in Natural Language Processing: A Survey

Magdalena Biesialska, Katarzyna Biesialska, Marta R. Costa-jussà

SOME: Reference-less Sub-Metrics Optimized for Manual Evaluations of Grammatical Error Correction

Ryoma Yoshimura, Masahiro Kaneko, Tomoyuki Kajiwara, Mamoru Komachi

NYTWIT: A Dataset of Novel Words in the New York Times

Yuval Pinter, Cassandra L. Jacobs, Max Bittker

DT-QDC: A Dataset for Question Comprehension in Online Test

Sijin Wu, Yujiu Yang, Nicholas Yung, Zhengchen Shen, Zeyang Lei

FASTMATCH: Accelerating the Inference of BERT-based Text Matching

Shuai Pang, Jianqiang Ma, Zeyu Yan, Yang Zhang, Jianping Shen

Multi-choice Relational Reasoning for Machine Reading Comprehension

Wuya Chen, Xiaojun Quan, Chunyu Kit, Zhengcheng Min, Jiahai Wang

Regularized Attentive Capsule Network for Overlapped Relation Extraction

Tianyi Liu, Xiangyu Lin, Weijia Jia, Mingliang Zhou, Wei Zhao

Modeling Evolution of Message Interaction for Rumor Resolution

Lei Chen, zhongyu wei, Jing Li, Baohua Zhou, Qi Zhang

Detect All Abuse! Toward Universal Abusive Language Detection Models

Kunze Wang, Dong Lu, Caren Han, Siqu Long, Josiah Poon

Context in Informational Bias Detection

Esther van den Berg, Katja Markert

Hierarchical Bi-Directional Self-Attention Networks for Paper Review Rating Recommendation

Zhongfen Deng, Hao Peng, Congying Xia, Jianxin Li, Lifang He

Mama/Papa, Is this Text for Me?

Rashedur Rahman, Gwénolé Lecorvé, Aline Étienne, Delphine Battistelli, Nicolas Béchet

AbuseAnalyzer: Abuse Detection, Severity and Target Prediction for Gab Posts

Mohit Chandra, Ashwin Pathak, Eesha Dutta, Paryul Jain, Manish Gupta

Mining Crowdsourcing Problems from Discussion Forums of Workers

Zahra Nouri, Henning Wachsmuth, Gregor Engels

Are We Ready for this Disaster? Towards Location Mention Recognition from Crisis Tweets

Reem Suwaileh, Muhammad Imran, Tamer Elsayed, Hassan Sajjad

Hierarchical Text Segmentation for Medieval Manuscripts

Amir Hazem, Béatrice Daille, Dominique Stutzmann, Christopher Kermorvant, Louis Chevalier

A Deep Metric Learning Method for Biomedical Passage Retrieval

Andrés Rosso-Mateus, Fabio A. González, Manuel Montes-y-Gómez

“What is on your mind?” Automated Scoring of Mindreading in Childhood and Early Adolescence

Venelin Kovatchev, Phillip Smith, Mark Lee, Imogen Grumley Traynor, Irene Luque Aguilera

Explainable and Sparse Representations of Academic Articles for Knowledge Exploration

Keng-Te Liao, Zhihong Shen, Chiyuan Huang, Chieh-Han Wu, PoChun Chen

Aspect-based Document Similarity for Research Papers

Malte Ostendorff, Terry Ruas, Till Blume, Bela Gipp, Georg Rehm

Multilingual Epidemiological Text Classification: A Comparative Study

Stephen Mutuvi, Emanuela Boros, Antoine Doucet, Adam Jatowt, Gaël Lejeune

Fact vs. Opinion: the Role of Argumentation Features in News Classification

Tariq Alhindi, Smaranda Muresan, Daniel Preoţiuc-Pietro

How coherent are neural models of coherence?

Leila Pishdad, Federico Fancellu, Ran Zhang, Afsaneh Fazly

Free the Plural: Unrestricted Split-Antecedent Anaphora Resolution

Juntao Yu, Nafise Sadat Moosavi, Silviu Paun, Massimo Poesio

A Straightforward Approach to Narratologically Grounded Character Identification

Labiba Jahan, Rahul Mittal, W. Victor Yarlott, Mark Finlayson