COLING

QUAK: A Synthetic Quality Estimation Dataset for Korean-English Neural Machine Translation

Sugyeong Eo, Chanjun Park, Hyeonseok Moon, Jaehyung Seo, Gyeongmin Kim, Jungseob Lee, Heuiseok Lim

Journal ref COLING 2022

Multilingual and Multimodal Topic Modelling with Pretrained Embeddings

Elaine Zosa, Lidia Pivovarova

Comments Published in COLING 2022 Proceddings

Shapes of Emotions: Multimodal Emotion Recognition in Conversations via Emotion Shifts

Harsh Agarwal, Keshav Bansal, Abhinav Joshi, Ashutosh Modi

Comments 13 pages, Accepted at Workshop on Performance and Interpretability Evaluations of Multimodal, Multipurpose, Massive-Scale Models, COLING 2022

Prompt-based Text Entailment for Low-Resource Named Entity Recognition

Dongfang Li, Baotian Hu, Qingcai Chen

Comments COLING 2022

When to Laugh and How Hard? A Multimodal Approach to Detecting Humor and its Intensity

Khalid Alnajjar, Mika Hämäläinen, Jörg Tiedemann, Jorma Laaksonen, Mikko Kurimo

Comments Outstanding paper award in COLING 2022

Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models

Taeuk Kim

Comments COLING 2022

Why Is It Hate Speech? Masked Rationale Prediction for Explainable Hate Speech Detection

Jiyun Kim, Byounghan Lee, Kyung-Ah Sohn

Comments 10 pages, 4 figures, 3 tables. Accepted at COLING 2022

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

Journal ref Proceedings of the 29th International Conference on Computational Linguistics 2022

SUN: Exploring Intrinsic Uncertainties in Text-to-SQL Parsers

Bowen Qin, Lihan Wang, Binyuan Hui, Bowen Li, Xiangpeng Wei, Binhua Li, Fei Huang, Luo Si, Min Yang, Yongbin Li

Comments Accepted at COLING 2022

On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART

Zebin Ou, Meishan Zhang, Yue Zhang

Comments COLING 2022

BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification

Ziwen Liu, Josep Grau-Bove, Scott Allan Orr

Comments 8 pages, 4 figures

Journal ref Proceedings of the 29th International Conference on Computational Linguistics, 2022, 1203-1220

ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering

Yu Gu, Yu Su

Comments 14 pages; COLING'22 Outstanding Paper Award; numbers on WebQSP fixed

Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder

Fangyu Lei, Shizhu He, Xiang Li, Jun Zhao, Kang Liu

Comments Accepted by COLING 2022

Leveraging Non-dialogue Summaries for Dialogue Summarization

Seongmin Park, Dongchan Shin, Jihwa Lee

Comments Transcript Understanding Workshop at COLING 2022

On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation

Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao

Comments COLING 2022

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning

Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach, Dietrich Klakow

Comments Accepted to COLING 2022

TestAug: A Framework for Augmenting Capability-based NLP Tests

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

Comments Accepted by COLING 2022; Presentation Video: https://www.youtube.com/watch?v=X0p8J57qxeg; Website: https://guanqun-yang.github.io/testaug/; GitHub: https://github.com/guanqun-yang/testaug

Detecting Generated Scientific Papers using an Ensemble of Transformer Models

Anna Glazkova, Maksim Glazkov

Comments Accepted to SDP 2022 (Third Workshop on Scholarly Document Processing collocated with COLING 2022)

Journal ref Proceedings of the Third Workshop on Scholarly Document Processing, 223-228, 2022

Psychology-guided Controllable Story Generation

Yuqiang Xie, Yue Hu, Yunpeng Li, Guanqun Bi, Luxi Xing, Wei Peng

Comments Accepted by COLING 2022

SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition

Zeng Yang, Linhai Zhang, Deyu Zhou

Comments Accepted by COLING 2022

SelfMix: Robust Learning Against Textual Label Noise with Self-Mixup Training

Dan Qiao, Chenchen Dai, Yuyang Ding, Juntao Li, Qiang Chen, Wenliang Chen, Min Zhang

Comments COLING-2022, oral presentation

LIME: Weakly-Supervised Text Classification Without Seeds

Seongmin Park, Jihwa Lee

Comments COLING 2022. Code at https://github.com/seongminp/LIME

Categorizing Semantic Representations for Neural Machine Translation

Yongjing Yin, Yafu Li, Fandong Meng, Jie Zhou, Yue Zhang

Comments COLING 2022

COVID-19-related Nepali Tweets Classification in a Low Resource Setting

Rabin Adhikari, Safal Thapaliya, Nirajan Basnet, Samip Poudel, Aman Shakya, Bishesh Khanal

Comments Accepted at the 7th Social Media Mining for Health (#SMM4H) Workshop, co-located at Coling 2022

Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders

Qiwei Peng, David Weir, Julie Weeds

Comments COLING 2022 Oral

CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions

Xinpeng Wang, Han Jiang, Zhihua Wei, Shanlin Zhou

Comments Accepted by COLING 2022

Incorporating Causal Analysis into Diversified and Logical Response Generation

Jiayi Liu, Wei Wei, Zhixuan Chu, Xing Gao, Ji Zhang, Tan Yan, Yulin Kang

Comments Accepted at COLING 2022

CoHS-CQG: Context and History Selection for Conversational Question Generation

Xuan Long Do, Bowei Zou, Liangming Pan, Nancy F. Chen, Shafiq Joty, Ai Ti Aw

Comments Accepted by 29th International Conference on Computational Linguistics (COLING 2022)

Understanding and Improving Zero-shot Multi-hop Reasoning in Generative Question Answering

Zhengbao Jiang, Jun Araki, Haibo Ding, Graham Neubig

Comments COLING 2022

ngram-OAXE: Phrase-Based Order-Agnostic Cross Entropy for Non-Autoregressive Machine Translation

Cunxiao Du, Zhaopeng Tu, Longyue Wang, Jing Jiang

Comments COLING 2022 Oral. arXiv admin note: text overlap with arXiv:2106.05093