COLING

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

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

Comments 13 pages, 8 figures and 3 tables. Accepted at COLING 2020

Improving Long-Tail Relation Extraction with Collaborating Relation-Augmented Attention

Yang Li, Tao Shen, Guodong Long, Jing Jiang, Tianyi Zhou, Chengqi Zhang

Comments Accepted to appear at COLING 2020

Provenance for Linguistic Corpora Through Nanopublications

Timo Lek, Anna de Groot, Tobias Kuhn, Roser Morante

Journal ref In Proceedings of the 14th Linguistic Annotation Workshop (LAW), co-located with COLING 2020

Reference and Document Aware Semantic Evaluation Methods for Korean Language Summarization

Dongyub Lee, Myeongcheol Shin, Taesun Whang, Seungwoo Cho, Byeongil Ko, Daniel Lee, Eunggyun Kim, Jaechoon Jo

Comments COLING 2020

Exploring Controllable Text Generation Techniques

Shrimai Prabhumoye, Alan W Black, Ruslan Salakhutdinov

Comments Will be published at COLING 2020

Reinforced Multi-task Approach for Multi-hop Question Generation

Deepak Gupta, Hardik Chauhan, Akella Ravi Tej, Asif Ekbal, Pushpak Bhattacharyya

Comments Accepted for publication in COLING 2020

Multi-task Learning Based Neural Bridging Reference Resolution

Juntao Yu, Massimo Poesio

Comments accepted by COLING 2020

Does Gender Matter? Towards Fairness in Dialogue Systems

Haochen Liu, Jamell Dacon, Wenqi Fan, Hui Liu, Zitao Liu, Jiliang Tang

Comments Accepted by COLING 2020

Definition Frames: Using Definitions for Hybrid Concept Representations

Evangelia Spiliopoulou, Artidoro Pagnoni, Eduard Hovy

Comments To appear in COLING 2020

Biomedical Concept Relatedness -- A large EHR-based benchmark

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

Comments Accepted for publication at the 28th International Conference on Computational Linguistics (COLING 2020)

Logic-guided Semantic Representation Learning for Zero-Shot Relation Classification

Juan Li, Ruoxu Wang, Ningyu Zhang, Wen Zhang, Fan Yang, Huajun Chen

Comments Accepted for COLING 2020

Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication

Ruize Wang, Zhongyu Wei, Ying Cheng, Piji Li, Haijun Shan, Ji Zhang, Qi Zhang, Xuanjing Huang

Comments Accepted to COLING 2020

Contextual BERT: Conditioning the Language Model Using a Global State

Timo I. Denk, Ana Peleteiro Ramallo

Comments Accepted at the TextGraphs-14 workshop at COLING'2020 - The 28th International Conference on Computational Linguistics

Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus

Isaac Caswell, Theresa Breiner, Daan van Esch, Ankur Bapna

Comments Accepted to COLING 2020. 9 pages with 8 page abstract

Making the Best Use of Review Summary for Sentiment Analysis

Sen Yang, Leyang Cui, Jun Xie, Yue Zhang

Comments To be published in COLING-2020

Leveraging Visual Question Answering to Improve Text-to-Image Synthesis

Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel

Comments Accepted to the LANTERN workshop at COLING 2020

Bayesian Methods for Semi-supervised Text Annotation

Kristian Miok, Gregor Pirs, Marko Robnik-Sikonja

Comments Accepted for COLING 2020, The 14th Linguistic Annotation Workshop

Second-Order Unsupervised Neural Dependency Parsing

Songlin Yang, Yong Jiang, Wenjuan Han, Kewei Tu

Comments COLING 2020 camera ready

What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation

Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen

Comments accepted at COLING 2020

Unmasking Contextual Stereotypes: Measuring and Mitigating BERT's Gender Bias

Marion Bartl, Malvina Nissim, Albert Gatt

Comments 10 pages, 4 figures, to appear in Proceedings of the 2nd Workshop on Gender Bias in Natural Language Processing at COLING 2020

Neural Unsupervised Domain Adaptation in NLP---A Survey

Alan Ramponi, Barbara Plank

Comments COLING 2020. Accompanying repository: https://github.com/bplank/awesome-neural-adaptation-in-NLP

Is MAP Decoding All You Need? The Inadequacy of the Mode in Neural Machine Translation

Bryan Eikema, Wilker Aziz

Comments COLING 2020 camera-ready

Porous Lattice-based Transformer Encoder for Chinese NER

Xue Mengge, Yu Bowen, Liu Tingwen, Zhang Yue, Meng Erli, Wang Bin

Comments 9 pages, 4 figures

Journal ref COLING 2020

Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation

Junhao Liu, Linjun Shou, Jian Pei, Ming Gong, Min Yang, Daxin Jiang

Comments Accepted as long paper in COLING 2020

Embedding Dynamic Attributed Networks by Modeling the Evolution Processes

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

Comments Accepted by COLING 2020 : The 28th International Conference on Computational Linguistics

Autoencoding Improves Pre-trained Word Embeddings

Masahiro Kaneko, Danushka Bollegala

Comments COLING 2020

Distributed Representations of Lexical Sets and Prototypes in Causal Alternation Verbs

Edoardo Maria Ponti, Elisabetta Jezek, Bernardo Magnini

Comments 5 pages, 4 figures, accepted at: Third Italian Conference on Computational Linguistics (CLIC-it). 5-6 December 2016, Napoli (Italy)

A Corpus for Argumentative Writing Support in German

Thiemo Wambsganss, Christina Niklaus, Matthias Söllner, Siegfried Handschuh, Jan Marco Leimeister

Comments to be published in The 28th International Conference on Computational Linguistics (COLING 2020)

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

Timo Schick, Helmut Schmid, Hinrich Schütze

Comments To appear at COLING 2020

Curious Case of Language Generation Evaluation Metrics: A Cautionary Tale

Ozan Caglayan, Pranava Madhyastha, Lucia Specia

Comments 7 pages, accepted to COLING 2020