COLING

MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition

Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko

Comments Accepted at COLING 2022

Using Multi-Encoder Fusion Strategies to Improve Personalized Response Selection

Souvik Das, Sougata Saha, Rohini K. Srihari

Comments Accepted by COLING 2022. arXiv admin note: text overlap with arXiv:2105.09050 by other authors

Alleviating the Inequality of Attention Heads for Neural Machine Translation

Zewei Sun, Shujian Huang, Xin-Yu Dai, Jiajun Chen

Comments Accepted by COLING 2022

IMCI: Integrate Multi-view Contextual Information for Fact Extraction and Verification

Hao Wang, Yangguang Li, Zhen Huang, Yong Dou

Comments Accepted by COLING 2022

Coalescing Global and Local Information for Procedural Text Understanding

Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari

Comments COLING 2022

DPTDR: Deep Prompt Tuning for Dense Passage Retrieval

Zhengyang Tang, Benyou Wang, Ting Yao

Comments Accepted in COLING 2022

A Hierarchical Interactive Network for Joint Span-based Aspect-Sentiment Analysis

Wei Chen, Jinglong Du, Zhao Zhang, Fuzhen Zhuang, Zhongshi He

Comments To be published at COLING 2022

Unsupervised Question Answering via Answer Diversifying

Yuxiang Nie, Heyan Huang, Zewen Chi, Xian-Ling Mao

Comments Accepted by COLING 2022

Few-Shot Table-to-Text Generation with Prefix-Controlled Generator

Yutao Luo, Menghua Lu, Gongshen Liu, Shilin Wang

Comments Accpeted by COLING 2022 as a long paper

DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting

Timour Igamberdiev, Thomas Arnold, Ivan Habernal

Comments Accepted at COLING 2022

Neuro-Symbolic Visual Dialog

Adnen Abdessaied, Mihai Bâce, Andreas Bulling

Comments To appear at COLING 2022

Locate Then Ask: Interpretable Stepwise Reasoning for Multi-hop Question Answering

Siyuan Wang, Zhongyu Wei, Zhihao Fan, Qi Zhang, Xuanjing Huang

Comments 11 pages, 6 figures, 6 tables, accepted as a long paper to COLING 2022

Recent Advances in Text-to-SQL: A Survey of What We Have and What We Expect

Naihao Deng, Yulong Chen, Yue Zhang

Comments COLING 2022 oral. Github page: https://github.com/text-to-sql-survey-coling22/text-to-sql-survey-coling22.github.io

MockingBERT: A Method for Retroactively Adding Resilience to NLP Models

Jan Jezabek, Akash Singh

Comments 8 pages (excl. bibiography and appendix), 2 figures The code necessary for reproduction is available at https://github.com/akash13singh/resilient_nlp To be published in Proceedings of the 29th International Conference on Computational Linguistics (COLING 2022)

Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks

Rajiv Movva, Jinhao Lei, Shayne Longpre, Ajay Gupta, Chris DuBois

Comments Accepted as short paper at COLING 2022. 5 pages main text, 5 pages appendix

Perform Like an Engine: A Closed-Loop Neural-Symbolic Learning Framework for Knowledge Graph Inference

Guanglin Niu, Bo Li, Yongfei Zhang, Shiliang Pu

Comments The full version of a long paper accepted to COLING 2022, 9 pages, 6 figures, 3 tables

Hierarchical information matters: Text classification via tree based graph neural network

Chong Zhang, He Zhu, Xingyu Peng, Junran Wu, Ke Xu

Comments COLING 2022(Oral)

Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding

Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu

Comments Accpeted by COLING 2022

MulZDG: Multilingual Code-Switching Framework for Zero-shot Dialogue Generation

Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang

Comments COLING 2022

EmoMent: An Emotion Annotated Mental Health Corpus from two South Asian Countries

Thushari Atapattu, Mahen Herath, Charitha Elvitigala, Piyanjali de Zoysa, Kasun Gunawardana, Menasha Thilakaratne, Kasun de Zoysa, Katrina Falkner

Comments This work has been accepted to appear at COLING 2022 Conference

Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction

Yidong Wang, Hao Wu, Ao Liu, Wenxin Hou, Zhen Wu, Jindong Wang, Takahiro Shinozaki, Manabu Okumura, Yue Zhang

Comments Accepted by COLING 2022

An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks

Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li

Comments Accpeted by COLING 2022 Long paper

MANorm: A Normalization Dictionary for Moroccan Arabic Dialect Written in Latin Script

Randa Zarnoufi, Walid Bachri, Hamid Jaafar, Mounia Abik

Comments The Fifth Arabic Natural Language Processing Workshop/COLING 2020

Persian Natural Language Inference: A Meta-learning approach

Heydar Soudani, Mohammad Hassan Mojab, Hamid Beigy

Comments 8 pages, 3 figures, code is available at https://github.com/HassanMojab/MetaNLI, to be published in COLING 2022

Visualization: the missing factor in Simultaneous Speech Translation

Sara Papi, Matteo Negri, Marco Turchi

Comments Accepted at CLIC-it 2021

Journal ref Italian Conference on Computational Linguistics 2021

Joint Transformer/RNN Architecture for Gesture Typing in Indic Languages

Emil Biju, Anirudh Sriram, Mitesh M. Khapra, Pratyush Kumar

Comments Published at COLING 2020, 12 pages, 4 Tables and 5 Figures

Linguistic Cues of Deception in a Multilingual April Fools' Day Context

Katerina Papantoniou, Panagiotis Papadakos, Giorgos Flouris, Dimitris Plexousakis

Comments Accepted for publication in the proceedings of the Eighth Italian Conference on Computational Linguistics (CLIC-it 2021)

Enhancing Sentence Embedding with Generalized Pooling

Qian Chen, Zhen-Hua Ling, Xiaodan Zhu

Comments Accepted by COLING 2018

Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages

Diptesh Kanojia, Raj Dabre, Shubham Dewangan, Pushpak Bhattacharyya, Gholamreza Haffari, Malhar Kulkarni

Comments Published at COLING 2020

Expectation-based Minimalist Grammars

Cristiano Chesi

Comments This is an extended version of a paper published in CLiC-it 2021 - Italian Conference on Computational Linguistics 2021 - Proceedings of the Eighth Italian Conference on Computational Linguistics Milan, Italy, January 26-28, 2022. Edited by Elisabetta Fersini, Marco Passarotti, Viviana Patti. CEUR-WS.org, ISSN 1613-0073