EMNLP

UniHD at TSAR-2022 Shared Task: Is Compute All We Need for Lexical Simplification?

Dennis Aumiller, Michael Gertz

Comments Workshop on Text Simplification, Accessibility, and Readability (TSAR-2022) at EMNLP 2022

MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning

Luke Gessler, Amir Zeldes

Comments Presented at MRL at EMNLP 2022 in Abu Dhabi. Code at https://github.com/lgessler/microbert and models at https://huggingface.co/lgessler

Assessing the Capacity of Transformer to Abstract Syntactic Representations: A Contrastive Analysis Based on Long-distance Agreement

Bingzhi Li, Guillaume Wisniewski, Benoît Crabbé

Comments To appear in TACL 2022 and EMNLP 2022

Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge

Longxu Dou, Yan Gao, Xuqi Liu, Mingyang Pan, Dingzirui Wang, Wanxiang Che, Dechen Zhan, Min-Yen Kan, Jian-Guang Lou

Comments EMNLP 2022 Main Conference

The Undesirable Dependence on Frequency of Gender Bias Metrics Based on Word Embeddings

Francisco Valentini, Germán Rosati, Diego Fernandez Slezak, Edgar Altszyler

Comments Camera Ready for EMNLP 2022 (Findings)

Rethinking the Video Sampling and Reasoning Strategies for Temporal Sentence Grounding

Jiahao Zhu, Daizong Liu, Pan Zhou, Xing Di, Yu Cheng, Song Yang, Wenzheng Xu, Zichuan Xu, Yao Wan, Lichao Sun, Zeyu Xiong

Comments Accepted by EMNLP Findings, 2022

Generative Language Models for Paragraph-Level Question Generation

Asahi Ushio, Fernando Alva-Manchego, Jose Camacho-Collados

Comments EMNLP 2022 main conference

Human-in-the-Loop Hate Speech Classification in a Multilingual Context

Ana Kotarcic, Dominik Hangartner, Fabrizio Gilardi, Selina Kurer, Karsten Donnay

Comments Findings of EMNLP 2022

EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation

Tao Ge, Si-Qing Chen, Furu Wei

Comments EMNLP 2022 camera-ready version

Dense Feature Memory Augmented Transformers for COVID-19 Vaccination Search Classification

Jai Gupta, Yi Tay, Chaitanya Kamath, Vinh Q. Tran, Donald Metzler, Shailesh Bavadekar, Mimi Sun, Evgeniy Gabrilovich

Comments EMNLP 2022

Prompt Consistency for Zero-Shot Task Generalization

Chunting Zhou, Junxian He, Xuezhe Ma, Taylor Berg-Kirkpatrick, Graham Neubig

Comments EMNLP 2022 Findings. Code is available at https://github.com/violet-zct/swarm-distillation-zero-shot

TextBox 2.0: A Text Generation Library with Pre-trained Language Models

Tianyi Tang, Junyi Li, Zhipeng Chen, Yiwen Hu, Zhuohao Yu, Wenxun Dai, Zican Dong, Xiaoxue Cheng, Yuhao Wang, Wayne Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

Comments Accepted by EMNLP 2022

Linguistic Elements of Engaging Customer Service Discourse on Social Media

Sonam Singh, Anthony Rios

Comments Accepted to NLP+CSS at EMNLP 2022

STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension

Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev

Comments EMNLP 2022

Discovering Customer-Service Dialog System with Semi-Supervised Learning and Coarse-to-Fine Intent Detection

Zhitong Yang, Xing Ma, Anqi Liu, Zheyu Zhang

Comments Towards Semi-Supervised and Reinforced Task-Oriented Dialog Systems Co-located with EMNLP 2022, System Description Paper, 5 pages

Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems

Weihao Zeng, Keqing He, Zechen Wang, Dayuan Fu, Guanting Dong, Ruotong Geng, Pei Wang, Jingang Wang, Chaobo Sun, Wei Wu, Weiran Xu

Comments Accepted at the SereTOD 2022 Workshop, EMNLP 2022

Normalized Contrastive Learning for Text-Video Retrieval

Yookoon Park, Mahmoud Azab, Bo Xiong, Seungwhan Moon, Florian Metze, Gourab Kundu, Kirmani Ahmed

Comments Published in EMNLP 2022

Detect-Localize-Repair: A Unified Framework for Learning to Debug with CodeT5

Nghi D. Q. Bui, Yue Wang, Steven Hoi

Comments Accepted to EMNLP 2022 Findings Track

Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal

Byung-Doh Oh, William Schuler

Comments EMNLP 2022

Cross-Linguistic Syntactic Difference in Multilingual BERT: How Good is It and How Does It Affect Transfer?

Ningyu Xu, Tao Gui, Ruotian Ma, Qi Zhang, Jingting Ye, Menghan Zhang, Xuanjing Huang

Comments EMNLP 2022

Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization

Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu

Comments Findings of EMNLP 2022

Multi-View Active Learning for Short Text Classification in User-Generated Data

Payam Karisani, Negin Karisani, Li Xiong

Comments EMNLP Findings 2022

FRAME: Evaluating Rationale-Label Consistency Metrics for Free-Text Rationales

Aaron Chan, Shaoliang Nie, Liang Tan, Xiaochang Peng, Hamed Firooz, Maziar Sanjabi, Xiang Ren

Comments BlackboxNLP Workshop at EMNLP 2022

E-NER -- An Annotated Named Entity Recognition Corpus of Legal Text

Ting Wai Terence Au, Ingemar J. Cox, Vasileios Lampos

Comments 5 pages, 3 figures, submitted to NLLP workshop in EMNLP 2022

Azimuth: Systematic Error Analysis for Text Classification

Gabrielle Gauthier-Melançon, Orlando Marquez Ayala, Lindsay Brin, Chris Tyler, Frédéric Branchaud-Charron, Joseph Marinier, Karine Grande, Di Le

Comments To be published in Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing: System Demonstrations. 13 pages and 14 figures

Improving Generalization of Pre-trained Language Models via Stochastic Weight Averaging

Peng Lu, Ivan Kobyzev, Mehdi Rezagholizadeh, Ahmad Rashid, Ali Ghodsi, Philippe Langlais

Comments Published at EMNLP 2022 (Findings)

Experiments on Generalizability of BERTopic on Multi-Domain Short Text

Muriël de Groot, Mohammad Aliannejadi, Marcel R. Haas

Comments Accepted poster presentation at WiNLP 2022, as a part of EMNLP 2022, 2 pages

How to disagree well: Investigating the dispute tactics used on Wikipedia

Christine de Kock, Tom Stafford, Andreas Vlachos

Comments Accepted to EMNLP 2022 (Long paper)

Journal ref Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing

Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems

Denis Emelin, Daniele Bonadiman, Sawsan Alqahtani, Yi Zhang, Saab Mansour

Comments Published at EMNLP 2022 (main conference)

Numerical Optimizations for Weighted Low-rank Estimation on Language Model

Ting Hua, Yen-Chang Hsu, Felicity Wang, Qian Lou, Yilin Shen, Hongxia Jin

Comments long paper EMNLP 2022

Journal ref Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing