COLING

XFEVER: Exploring Fact Verification across Languages

Yi-Chen Chang, Canasai Kruengkrai, Junichi Yamagishi

Comments Accepted for an oral presentation at the 35th Conference on Computational Linguistics and Speech Processing (ROCLING 2023)

SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER

Shuzheng Si, Shuang Zeng, Jiaxing Lin, Baobao Chang

Comments COLING 2022

5q032e@SMM4H'22: Transformer-based classification of premise in tweets related to COVID-19

Vadim Porvatov, Natalia Semenova

Comments Accepted at SMM4H Workshop of COLING'22

Journal ref Mining for Health Applications, Workshop & Shared Task (SMM4H 2022) (p. 108)

Learning Decoupled Retrieval Representation for Nearest Neighbour Neural Machine Translation

Qiang Wang, Rongxiang Weng, Ming Chen

Comments Accepted by COLING 2022

A Comparative Study on TF-IDF feature Weighting Method and its Analysis using Unstructured Dataset

Mamata Das, Selvakumar K., P. J. A. Alphonse

Comments 10 pages, 3 figures, COLINS-2021, 5th International Conference on Computational Linguistics and Intelligent Systems, April 22-23, 2021, Kharkiv, Ukraine

Benchmarking Compositionality with Formal Languages

Josef Valvoda, Naomi Saphra, Jonathan Rawski, Adina Williams, Ryan Cotterell

Comments Published at COLING 2022. This version fixes a mistake in Figure 4 and adds a clarifying note in teal. Code is available at https://github.com/valvoda/neuralTransducer

Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification

Tianyi Lei, Honghui Hu, Qiaoyang Luo, Dezhong Peng, Xu Wang

Comments COLING 2022

Boosting Norwegian Automatic Speech Recognition

Javier de la Rosa, Rolv-Arild Braaten, Per Egil Kummervold, Freddy Wetjen, Svein Arne Brygfjeld

Comments 10 pages, 10 figures. Published as Proceedings NoDaLiDa 2023, pages 555--564

Journal ref 2023. Boosting Norwegian Automatic Speech Recognition. In Proceedings of the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), pages 555--564, Tórshavn, Faroe Islands. University of Tartu Library

Most Language Models can be Poets too: An AI Writing Assistant and Constrained Text Generation Studio

Allen Roush, Sanjay Basu, Akshay Moorthy, Dmitry Dubovoy

Comments Published in the proceedings of the 2nd Workshop on When Creative AI Meets Conversational AI (CAI2), COLING 2022, 6 pages, System Demonstration Paper

Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension

Jialin Chen, Zhuosheng Zhang, Hai Zhao

Comments Accepted at COLING 2022, 9 pages

WARM: A Weakly (+Semi) Supervised Model for Solving Math word Problems

Oishik Chatterjee, Isha Pandey, Aashish Waikar, Vishwajeet Kumar, Ganesh Ramakrishnan

Comments Accepted in COLING'22

Always Keep your Target in Mind: Studying Semantics and Improving Performance of Neural Lexical Substitution

Nikolay Arefyev, Boris Sheludko, Alexander Podolskiy, Alexander Panchenko

Comments arXiv admin note: text overlap with arXiv:2006.00031

Journal ref Proceedings of the 28th International Conference on Computational Linguistics, pages 1242-1255, Barcelona, Spain (Online). International Committee on Computational Linguistics. 2020

GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation

Anthony Colas, Mehrdad Alvandipour, Daisy Zhe Wang

Comments Accepted as a Main Conference Long paper at COLING 2022

Constructing a Knowledge Graph from Textual Descriptions of Software Vulnerabilities in the National Vulnerability Database

Anders Mølmen Høst, Pierre Lison, Leon Moonen

Comments Accepted for publication in the 24th Nordic Conference on Computational Linguistics (NoDaLiDa), Tórshavn, Faroe Islands, May 22nd-24th, 2023. [v2]: added funding acknowledgments

Entity-Level Sentiment Analysis (ELSA): An exploratory task survey

Egil Rønningstad, Erik Velldal, Lilja Øvrelid

Journal ref Proceedings of the 29th International Conference on Computational Linguistics, 2022, pages 6773-6783

A Reference Model for Collaborative Business Intelligence Virtual Assistants

Olga Cherednichenko, Fahad Muhammad, Jérôme Darmont, Cécile Favre

Journal ref 6th International Conference on Computational Linguistics and Intelligent Systems (CoLInS 2022), Apr 2023, Kharkiv, Ukraine

COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization

Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu

Comments Accepted by COLING 2022

DABERT: Dual Attention Enhanced BERT for Semantic Matching

Sirui Wang, Di Liang, Jian Song, Yuntao Li, Wei Wu

Comments Accepted by COLING 2022

Journal ref https://aclanthology.org/2022.coling-1.141/

Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words

Haochun Wang, Chi Liu, Nuwa Xi, Sendong Zhao, Meizhi Ju, Shiwei Zhang, Ziheng Zhang, Yefeng Zheng, Bing Qin, Ting Liu

Comments Accepted to COLING 2022

Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing

Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng, Xian-Ling Mao

Comments Accepted by COLING'22(Oral)

BERTino: an Italian DistilBERT model

Matteo Muffo, Enrico Bertino

Comments 5 pages

Journal ref Proceedings of the Seventh Italian Conference on Computational Linguistics CLiC-it 2020

Pre-trained Token-replaced Detection Model as Few-shot Learner

Zicheng Li, Shoushan Li, Guodong Zhou

Comments Accepted to COLING 2022. The code is publicly available at https://github.com/cjfarmer/TRD_FSL

MICO: Selective Search with Mutual Information Co-training

Zhanyu Wang, Xiao Zhang, Hyokun Yun, Choon Hui Teo, Trishul Chilimbi

Journal ref Proceedings of the 29th International Conference on Computational Linguistics (COLING). 2022

Flat Multi-modal Interaction Transformer for Named Entity Recognition

Junyu Lu, Dixiang Zhang, Pingjian Zhang

Comments Accepted by COLING 2022, oral paper

Focus-Driven Contrastive Learniang for Medical Question Summarization

Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu

Comments Accepted by COLING 2022, long paper

MetaPrompting: Learning to Learn Better Prompts

Yutai Hou, Hongyuan Dong, Xinghao Wang, Bohan Li, Wanxiang Che

Comments Accepted as COLING 2022 long paper

LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting

Xiang Chen, Lei Li, Shumin Deng, Chuanqi Tan, Changliang Xu, Fei Huang, Luo Si, Huajun Chen, Ningyu Zhang

Comments Accepted by COLING 2022

Bridging Text and Knowledge with Multi-Prototype Embedding for Few-Shot Relational Triple Extraction

Haiyang Yu, Ningyu Zhang, Shumin Deng, Hongbin Ye, Wei Zhang, Huajun Chen

Comments accepted at COLING 2020

Ask Question First for Enhancing Lifelong Language Learning

Han Wang, Ruiliu Fu, Xuejun Zhang, Jun Zhou, Qingwei Zhao

Comments This paper has been accepted for publication at COLING 2022

Diverse Multi-Answer Retrieval with Determinantal Point Processes

Poojitha Nandigam, Nikhil Rayaprolu, Manish Shrivastava

Comments Published as a conference paper at COLING 2022