COLING 2022

931 papers

Resource of Wikipedias in 31 Languages Categorized into Fine-Grained Named Entities

Satoshi Sekine, Kouta Nakayama, Masako Nomoto, Maya Ando, Asuka Sumida

Tafsir Dataset: A Novel Multi-Task Benchmark for Named Entity Recognition and Topic Modeling in Classical Arabic Literature

Sajawel Ahmed, Rob van der Goot, Misbahur Rehman, Carl Kruse, Ömer Özsoy

Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline

Ruixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu

Reproducibility and Automation of the Appraisal Taxonomy

Pradeesh Parameswaran, Andrew Trotman, Veronica Liesaputra, David Eyers

A Data-driven Approach to Named Entity Recognition for Early Modern French

Pedro Ortiz Suarez, Simon Gabay

A New Public Corpus for Clinical Section Identification: MedSecId

Paul Landes, Kunal Patel, Sean S. Huang, Adam Webb, Barbara Di Eugenio

KoBEST: Korean Balanced Evaluation of Significant Tasks

Myeongjun Jang, Dohyung Kim, Deuk Sin Kwon, Eric Davis

BECEL: Benchmark for Consistency Evaluation of Language Models

Myeongjun Jang, Deuk Sin Kwon, Thomas Lukasiewicz

Biographically Relevant Tweets – a New Dataset, Linguistic Analysis and Classification Experiments

Michael Wiegand, Rebecca Wilm, Katja Markert

Establishing Annotation Quality in Multi-label Annotations

Marian Marchal, Merel Scholman, Frances Yung, Vera Demberg

Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts

Maria Lymperaiou, George Manoliadis, Orfeas Menis Mastromichalakis, Edmund G. Dervakos, Giorgos Stamou

DiaBiz.Kom - towards a Polish Dialogue Act Corpus Based on ISO 24617-2 Standard

Marcin Oleksy, Jan Wieczorek, Dorota Drużyłowska, Julia Klyus, Aleksandra Domogała

Possible Stories: Evaluating Situated Commonsense Reasoning under Multiple Possible Scenarios

Mana Ashida, Saku Sugawara

Are Pretrained Multilingual Models Equally Fair across Languages?

Laura Cabello Piqueras, Anders Søgaard

Evons: A Dataset for Fake and Real News Virality Analysis and Prediction

Kriste Krstovski, Angela Soomin Ryu, Bruce Kogut

IMPARA: Impact-Based Metric for GEC Using Parallel Data

Koki Maeda, Masahiro Kaneko, Naoaki Okazaki

Visual Recipe Flow: A Dataset for Learning Visual State Changes of Objects with Recipe Flows

Keisuke Shirai, Atsushi Hashimoto, Taichi Nishimura, Hirotaka Kameko, Shuhei Kurita

WikiHan: A New Comparative Dataset for Chinese Languages

Kalvin Chang, Chenxuan Cui, Youngmin Kim, David R. Mortensen

Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation

Junyu Luo, Junxian Lin, Chi Lin, Cao Xiao, Xinning Gui

Domain- and Task-Adaptation for VaccinChatNL, a Dutch COVID-19 FAQ Answering Corpus and Classification Model

Jeska Buhmann, Maxime De Bruyn, Ehsan Lotfi, Walter Daelemans

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

Jean Lee, Taejun Lim, Heejun Lee, Bogeun Jo, Yangsok Kim

Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings

Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci

MonoByte: A Pool of Monolingual Byte-level Language Models

Hugo Abonizio, Leandro Rodrigues de Souza, Roberto Lotufo, Rodrigo Nogueira

KoCHET: A Korean Cultural Heritage Corpus for Entity-related Tasks

Gyeongmin Kim, JINSUNG KIM, Junyoung Son, Heuiseok Lim

TestAug: A Framework for Augmenting Capability-based NLP Tests

Guanqun Yang, Mirazul Haque, Qiaochu Song, Wei Yang, Xueqing Liu

[RETRACTED] NLG-Metricverse: An End-to-End Library for Evaluating Natural Language Generation

Giacomo Frisoni, Antonella Carbonaro, Gianluca Moro, Andrea Zammarchi, Marco Avagnano

Effective Data Augmentation for Sentence Classification Using One VAE per Class

Frédéric Piedboeuf, Philippe Langlais

Understanding Attention for Vision-and-Language Tasks

Feiqi Cao, Soyeon Caren Han, Siqu Long, Changwei Xu, Josiah Poon

LipKey: A Large-Scale News Dataset for Absent Keyphrases Generation and Abstractive Summarization

Fajri Koto, Timothy Baldwin, Jey Han Lau

TERMinator: A System for Scientific Texts Processing

Elena Bruches, Olga Tikhobaeva, Yana Dementyeva, Tatiana Batura

Evaluating the Performance of Transformer-based Language Models for Neuroatypical Language

Duanchen Liu, Zoey Liu, Qingyun Yang, Yujing Huang, Emily Prud’hommeaux

Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust?

Doan Nam Long Vu, Nafise Sadat Moosavi, Steffen Eger

Twitter Topic Classification

Dimosthenis Antypas, Asahi Ushio, Jose Camacho-Collados, Vítor Silva, Leonardo Neves

ConFiguRe: Exploring Discourse-level Chinese Figures of Speech

Dawei Zhu, Qiusi Zhan, Zhejian Zhou, Yifan Song, Jiebin Zhang

Automatic Generation of Large-scale Multi-turn Dialogues from Reddit

Daniil Huryn, William M. Hutsell, Jinho D. Choi

TempoWiC: An Evaluation Benchmark for Detecting Meaning Shift in Social Media

Daniel Loureiro, Aminette D’Souza, Areej Nasser Muhajab, Isabella A. White, Gabriel Wong

RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips

Bo Xu, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao

CCTC: A Cross-Sentence Chinese Text Correction Dataset for Native Speakers

Baoxin Wang, Xingyi Duan, Dayong Wu, Wanxiang Che, Zhigang Chen

Curating a Large-Scale Motivational Interviewing Dataset Using Peer Support Forums

Anuradha Welivita, Pearl Pu

MACRONYM: A Large-Scale Dataset for Multilingual and Multi-Domain Acronym Extraction

Amir Pouran Ben Veyseh, Nicole Meister, Seunghyun Yoon, Rajiv Jain, Franck Dernoncourt

CausalQA: A Benchmark for Causal Question Answering

Alexander Bondarenko, Magdalena Wolska, Stefan Heindorf, Lukas Blübaum, Axel-Cyrille Ngonga Ngomo

Evaluating Diversity of Multiword Expressions in Annotated Text

Adam Lion-Bouton, Yagmur Ozturk, Agata Savary, Jean-Yves Antoine

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

Zicheng Li, Shoushan Li, Guodong Zhou

Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models

Ze-Feng Gao, Peiyu Liu, Wayne Xin Zhao, Zhong-Yi Lu, Ji-Rong Wen

MetaPrompting: Learning to Learn Better Prompts

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

NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction

Yi Sun, Yu Zheng, Chao Hao, Hangping Qiu

Can Transformers Process Recursive Nested Constructions, Like Humans?

Yair Lakretz, Théo Desbordes, Dieuwke Hupkes, Stanislas Dehaene

CogBERT: Cognition-Guided Pre-trained Language Models

Xiao Ding, Bowen Chen, Li Du, Bing Qin, Ting Liu

How about Time? Probing a Multilingual Language Model for Temporal Relations

Tommaso Caselli, Irene Dini, Felice Dell’Orletta

Generic Overgeneralization in Pre-trained Language Models

Sello Ralethe, Jan Buys

Enhancing Contextual Word Representations Using Embedding of Neighboring Entities in Knowledge Graphs

Ryoko Tokuhisa, Keisuke Kawano, Akihiro Nakamura, Satoshi Koide

Transferring Knowledge from Structure-aware Self-attention Language Model to Sequence-to-Sequence Semantic Parsing

Ran Ji, Jianmin Ji

HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph

Qitong Wang, Mohammed J Zaki

Does BERT Rediscover a Classical NLP Pipeline?

Jingcheng Niu, Wenjie Lu, Gerald Penn

Effect of Post-processing on Contextualized Word Representations

Hassan Sajjad, Firoj Alam, Fahim Dalvi, Nadir Durrani

LayerConnect: Hypernetwork-Assisted Inter-Layer Connector to Enhance Parameter Efficiency

Haoxiang Shi, Rongsheng Zhang, Jiaan Wang, Cen Wang, Yinhe Zheng

On the Nature of BERT: Correlating Fine-Tuning and Linguistic Competence

Federica Merendi, Felice Dell’Orletta, Giulia Venturi

CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representations

Borun Chen, Hongyin Tang, Jiahao Bu, Kai Zhang, Jingang Wang

Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books

Anjali Adukia, Patricia Chiril, Callista Christ, Anjali Das, Alex Eble

Negation, Coordination, and Quantifiers in Contextualized Language Models

Aikaterini-Lida Kalouli, Rita Sevastjanova, Christin Beck, Maribel Romero

Gated Mechanism Enhanced Multi-Task Learning for Dialog Routing

Ziming Huang, Zhuoxuan Jiang, Ke Wang, Juntao Li, Shanshan Feng

TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding

Zichen Liu, Xuyuan Liu, Yanlong Wen, Guoqing Zhao, Fen Xia

AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications

Yusen Zhang, Zhongli Li, Qingyu Zhou, Ziyi Liu, CHAO LI

Continually Detection, Rapidly React: Unseen Rumors Detection Based on Continual Prompt-Tuning

Yuhui Zuo, Wei Zhu, Guoyong GUET Cai

Semantic-Preserving Adversarial Code Comprehension

YiYang Li, Hongqiu Wu, Hai Zhao

Automated Chinese Essay Scoring from Multiple Traits

Yaqiong He, Feng Jiang, Xiaomin Chu, Peifeng Li

Human-in-the-loop Robotic Grasping Using BERT Scene Representation

Yaoxian Song, Penglei Sun, Pengfei Fang, Linyi Yang, Yanghua Xiao

Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models

Yanjun Gao, Dmitriy Dligach, Timothy Miller, Dongfang Xu, Matthew M. M. Churpek

A Two Stage Adaptation Framework for Frame Detection via Prompt Learning

Xinyi Mou, zhongyu wei, Changjian Jiang, Jiajie Peng

MCS: An In-battle Commentary System for MOBA Games

Xiaofeng Qi, CHAO LI, Zhongping Liang, Jigang Liu, Cheng Zhang

DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis

Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan

Learning to Generate Explanation from e-Hospital Services for Medical Suggestion

Wei-Lin Chen, An-Zi Yen, Hen-Hsen Huang, Hsin-Hsi Chen

Harnessing Abstractive Summarization for Fact-Checked Claim Detection

Varad Bhatnagar, Diptesh Kanojia, Kameswari Chebrolu

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

Timour Igamberdiev, Thomas Arnold, Ivan Habernal

Analytic Automated Essay Scoring Based on Deep Neural Networks Integrating Multidimensional Item Response Theory

Takumi Shibata, Masaki Uto

Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis

Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han

Towards Summarizing Healthcare Questions in Low-Resource Setting

Shweta Yadav, Cornelia Caragea

Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings

Shurui Zhang, Bozheng Zhang, Fuxin Zhang, Bo Sang, Wanchun Yang

PlugAT: A Plug and Play Module to Defend against Textual Adversarial Attack

Rui Zheng, Rong Bao, Qin Liu, Tao Gui, Qi Zhang

Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks

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

Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs

Qiongkai Xu, Xuanli He, Lingjuan Lyu, Lizhen Qu, Gholamreza Haffari

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

Qiong Nan, Danding Wang, Yongchun Zhu, Qiang Sheng, Yuhui Shi

Boosting Deep CTR Prediction with a Plug-and-Play Pre-trainer for News Recommendation

Qijiong Liu, jieming zhu, Quanyu Dai, Xiao-ming Wu

uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers

Piji Li

CXR Data Annotation and Classification with Pre-trained Language Models

Nina Zhou, Ai Ti Aw, Zhuo Han Liu, Cher heng Tan, Yonghan Ting

Grammatical Error Correction: Are We There Yet?

Muhammad Reza Qorib, Hwee Tou Ng

CLoSE: Contrastive Learning of Subframe Embeddings for Political Bias Classification of News Media

Michelle YoungJin Kim, Kristen Marie Johnson

A Unified Propagation Forest-based Framework for Fake News Detection

Lingwei Wei, Dou Hu, Yantong Lai, Wei Zhou, Songlin Hu

Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection

Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu

A Progressive Framework for Role-Aware Rumor Resolution

Lei Chen, Guanying Li, zhongyu wei, Yang Yang, Baohua Zhou

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

Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui

Automated Essay Scoring via Pairwise Contrastive Regression

Jiayi Xie, Kaiwei Cai, Li Kong, Junsheng Zhou, Weiguang Qu

Multimodal Semi-supervised Learning for Disaster Tweet Classification

Iustin Sirbu, Tiberiu Sosea, Cornelia Caragea, Doina Caragea, Traian Rebedea

Text-to-Text Extraction and Verbalization of Biomedical Event Graphs

Giacomo Frisoni, Gianluca Moro, Lorenzo Balzani

Programmable Annotation with Diversed Heuristics and Data Denoising

Ernie Chang, Alex Marin, Vera Demberg

Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization

Elsbeth Turcan, David Wan, Faisal Ladhak, Petra Galuscakova, Sukanta Sen

Augmenting Legal Judgment Prediction with Contrastive Case Relations

Dugang Liu, Weihao Du, Lei Li, Weike Pan, Zhong Ming

A Simple Model for Distantly Supervised Relation Extraction

Ziqin Rao, Fangxiang Feng, Ruifan Li, Xiaojie Wang

Finding Influential Instances for Distantly Supervised Relation Extraction

Zifeng Wang, Rui Wen, Xi Chen, Shao-Lun Huang, Ningyu Zhang

Unregulated Chinese-to-English Data Expansion Does NOT Work for Neural Event Detection

Zhongqiu Li, Yu Hong, Jie Wang, Shiming He, Jianmin Yao