COLING - arXivDaily 期刊&会议

2209.08902 2022-10-11 cs.CL cs.AI

Improving Fake News Detection of Influential Domain via Domain- and Instance-Level Transfer

Qiong Nan, Danding Wang, Yongchun Zhu, Qiang Sheng, Yuhui Shi, Juan Cao, Jintao Li

Comments Accepted by COLING 2022. The 29th International Conference on Computational Linguistics, Gyeongju, Republic of Korea

2210.03453 2022-10-10 cs.CV

Key Information Extraction in Purchase Documents using Deep Learning and Rule-based Corrections

Roberto Arroyo, Javier Yebes, Elena Martínez, Héctor Corrales, Javier Lorenzo

Comments Conference on Computational Linguistics (COLING 2022). PAN-DL Workshop

2210.03303 2022-10-10 cs.CL cs.LG

Data-driven Approach to Differentiating between Depression and Dementia from Noisy Speech and Language Data

Malikeh Ehghaghi, Frank Rudzicz, Jekaterina Novikova

Comments W-NUT at COLING 2022

2210.03068 2022-10-07 cs.CL cs.AI cs.LG

InferES : A Natural Language Inference Corpus for Spanish Featuring Negation-Based Contrastive and Adversarial Examples

Venelin Kovatchev, Mariona Taulé

Comments Accepted at COLING 2022

2210.03053 2022-10-07 cs.CL cs.AI cs.LG

Reinforcement Learning with Large Action Spaces for Neural Machine Translation

Asaf Yehudai, Leshem Choshen, Lior Fox, Omri Abend

Comments Accepted for Coling

2210.02938 2022-10-07 cs.CL

Debiasing isn't enough! -- On the Effectiveness of Debiasing MLMs and their Social Biases in Downstream Tasks

Masahiro Kaneko, Danushka Bollegala, Naoaki Okazaki

Comments COLING 2022

2210.02771 2022-10-07 cs.CL cs.AI cs.LG

Modelling Commonsense Properties using Pre-Trained Bi-Encoders

Amit Gajbhiye, Luis Espinosa-Anke, Steven Schockaert

Comments COLING 2022

2210.02703 2022-10-07 cs.CL

Teaching Neural Module Networks to Do Arithmetic

Jiayi Chen, Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari

Comments 9 pages including appendix, camera-ready version of COLING 2022

2210.02663 2022-10-07 cs.HC cs.CL cs.CV cs.LG

Towards Better Semantic Understanding of Mobile Interfaces

Srinivas Sunkara, Maria Wang, Lijuan Liu, Gilles Baechler, Yu-Chung Hsiao, Jindong, Chen, Abhanshu Sharma, James Stout

Comments This paper is to be published at COLING 2022

2209.06394 2022-10-07 cs.LG cs.CL

Classical Sequence Match is a Competitive Few-Shot One-Class Learner

Mengting Hu, Hang Gao, Yinhao Bai, Mingming Liu

Comments COLING 2022; Added a missing citation compared with the last version

2210.02526 2022-10-07 cs.CL

"No, they did not": Dialogue response dynamics in pre-trained language models

Sanghee J. Kim, Lang Yu, Allyson Ettinger

Comments 12 pages, 8 figures, COLING 2022, see https://github.com/sangheek16/dialogue-response-dynamics for codes and material

2210.02509 2022-10-07 cs.CL

Revisiting Syllables in Language Modelling and their Application on Low-Resource Machine Translation

Arturo Oncevay, Kervy Dante Rivas Rojas, Liz Karen Chavez Sanchez, Roberto Zariquiey

Comments COLING 2022, short-paper

2210.02351 2022-10-06 cs.CL

Schema Encoding for Transferable Dialogue State Tracking

Hyunmin Jeon, Gary Geunbae Lee

Comments Accepted to COLING 2022

2210.02284 2022-10-06 cs.CL

Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics

Zihao Wang, Jiaheng Dou, Yong Zhang

Comments COLING 2022; Github repository https://github.com/zihao-wang/rots ; Partially overlapped with arXiv:2002.00745 ; 20 pages, 5 figures, 17 tables

2209.05040 2022-10-06 cs.CL cs.AI

SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning

Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing

Comments Accepted as a long paper at COLING 2022

2210.01613 2022-10-05 cs.CL

Mintaka: A Complex, Natural, and Multilingual Dataset for End-to-End Question Answering

Priyanka Sen, Alham Fikri Aji, Amir Saffari

Comments Accepted at COLING 2022

2112.08288 2022-10-05 cs.CL

Improving Both Domain Robustness and Domain Adaptability in Machine Translation

Wen Lai, Jindřich Libovický, Alexander Fraser

Comments Accepted to COLING 2022

2208.14554 2022-10-05 cs.CL cs.AI cs.IT cs.LG math.IT

Do language models make human-like predictions about the coreferents of Italian anaphoric zero pronouns?

James A. Michaelov, Benjamin K. Bergen

Comments Accepted at COLING 2022

2204.04413 2022-10-05 cs.CL cs.AI

PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization

Xiaochen Liu, Yang Gao, Yu Bai, Jiawei Li, Yinan Hu, Heyan Huang, Boxing Chen

Comments Accepted as a long paper in COLING 2022

2210.00910 2022-10-04 cs.CL

Hypothesis Engineering for Zero-Shot Hate Speech Detection

Janis Goldzycher, Gerold Schneider

Comments Third Workshop on Threat, Aggression and Cyberbullying (COLING 2022)

2210.00907 2022-10-04 cs.CL

The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection

Sondre Wold

Comments Camera ready version for the 16th TextGraphs workshop, located at Coling 2022

2209.04998 2022-10-04 cs.CL cs.AI

Domain Adaptation for Question Answering via Question Classification

Zhenrui Yue, Huimin Zeng, Ziyi Kou, Lanyu Shang, Dong Wang

Comments Accepted to COLING 2022

2201.08670 2022-10-04 cs.CL

Context-Tuning: Learning Contextualized Prompts for Natural Language Generation

Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

Comments 15 pages, accepted by COLING 2022

2209.15301 2022-10-03 cs.CL

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

Comments Accepted as Main Conference Long paper at COLING 2022

2208.10684 2022-10-03 cs.CL cs.AI

K-MHaS: A Multi-label Hate Speech Detection Dataset in Korean Online News Comment

Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yangsok Kim, Heegeun Yoon, Soyeon Caren Han

Comments Accepted by COLING 2022

2209.14899 2022-09-30 cs.CL

Generate-and-Retrieve: use your predictions to improve retrieval for semantic parsing

Yury Zemlyanskiy, Michiel de Jong, Joshua Ainslie, Panupong Pasupat, Peter Shaw, Linlu Qiu, Sumit Sanghai, Fei Sha

Comments To appear in the proceedings of COLING 2022

2209.14780 2022-09-30 cs.CL

Perturbations and Subpopulations for Testing Robustness in Token-Based Argument Unit Recognition

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

Comments Accepted at the 9th Workshop on Argument Mining, co-located with COLING 2022. Please cite the published version when available

2209.14642 2022-09-30 cs.CL

A Coarse-to-fine Cascaded Evidence-Distillation Neural Network for Explainable Fake News Detection

Zhiwei Yang, Jing Ma, Hechang Chen, Hongzhan Lin, Ziyang Luo, Yi Chang

Comments Accepted by COLING 2022. The 29th International Conference on Computational Linguistics, Gyeongju, Republic of Korea

2103.12541 2022-09-30 cs.MM cs.AI cs.CL cs.CR cs.CY cs.LG cs.SI

A Survey on Multimodal Disinformation Detection

Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimiter Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, Preslav Nakov

Comments Accepted at COLING-2022, disinformation, misinformation, factuality, harmfulness, fake news, propaganda, multimodality, text, images, videos, network structure, temporality

2209.13750 2022-09-29 cs.CL

RuDSI: graph-based word sense induction dataset for Russian

Anna Aksenova, Ekaterina Gavrishina, Elisey Rykov, Andrey Kutuzov

Comments TextGraphs-16 workshop at the CoLING-2022 conference