EMNLP

Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation

Xiao Liu, Zhunchen Luo, Heyan Huang

Comments accepted by EMNLP 2018

Curriculum Learning Meets Weakly Supervised Modality Correlation Learning

Sijie Mai, Ya Sun, Haifeng Hu

Comments Accepted by EMNLP 2022

Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking

Mingyu Lee, Jun-Hyung Park, Junho Kim, Kang-Min Kim, SangKeun Lee

Comments EMNLP 2022

Detecting Label Errors by using Pre-Trained Language Models

Derek Chong, Jenny Hong, Christopher D. Manning

Comments 18 pages, 10 figures. Accepted to EMNLP 2022; typesetting of this version slightly differs from conference version

Unsupervised Tokenization Learning

Anton Kolonin, Vignav Ramesh

Comments 16 pages, 9 figures; Paper accepted to the EMNLP 2022 conference

FastClass: A Time-Efficient Approach to Weakly-Supervised Text Classification

Tingyu Xia, Yue Wang, Yuan Tian, Yi Chang

Comments EMNLP 2022

MANTa: Efficient Gradient-Based Tokenization for Robust End-to-End Language Modeling

Nathan Godey, Roman Castagné, Éric de la Clergerie, Benoît Sagot

Comments EMNLP 2022 Findings (https://aclanthology.org/2022.findings-emnlp.207/)

Evaluating Byte and Wordpiece Level Models for Massively Multilingual Semantic Parsing

Massimo Nicosia, Francesco Piccinno

Comments Massively Multilingual NLU 2022 Workshop Paper @ EMNLP 2022 - Winning approach of the MMNLU-22 Zero-Shot Challenge

MIST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text

Sophie Henning, Nicole Macher, Stefan Grünewald, Annemarie Friedrich

Comments 20 pages, 7 figures. Accepted to EMNLP Findings 2022; typesetting of this version slightly differs from conference version

Cross-Modal Similarity-Based Curriculum Learning for Image Captioning

Hongkuan Zhang, Saku Sugawara, Akiko Aizawa, Lei Zhou, Ryohei Sasano, Koichi Takeda

Comments EMNLP 2022

Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding

Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang

Comments 11 pages, 7 figures. EMNLP 2022-findings

Event-Centric Question Answering via Contrastive Learning and Invertible Event Transformation

Junru Lu, Xingwei Tan, Gabriele Pergola, Lin Gui, Yulan He

Comments Findings of EMNLP 2022

MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling

Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma

Journal ref EMNLP 2022 Findings

Unsupervised Multi-Granularity Summarization

Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han

Comments EMNLP 2022 Findings

Do Text-to-Text Multi-Task Learners Suffer from Task Conflict?

David Mueller, Nicholas Andrews, Mark Dredze

Comments Findings of EMNLP 2022

Towards a general purpose machine translation system for Sranantongo

Just Zwennicker, David Stap

Comments Accepted to WiNLP (EMNLP). 2 pages

Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models

Lifu Tu, Caiming Xiong, Yingbo Zhou

Comments EMNLP 2022. Code link is added

Textless Speech Emotion Conversion using Discrete and Decomposed Representations

Felix Kreuk, Adam Polyak, Jade Copet, Eugene Kharitonov, Tu-Anh Nguyen, Morgane Rivière, Wei-Ning Hsu, Abdelrahman Mohamed, Emmanuel Dupoux, Yossi Adi

Comments Paper was published at EMNLP 2022

Continuation KD: Improved Knowledge Distillation through the Lens of Continuation Optimization

Aref Jafari, Ivan Kobyzev, Mehdi Rezagholizadeh, Pascal Poupart, Ali Ghodsi

Comments Published at EMNLP 2022 (Findings)

Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access

Yue Feng, Gerasimos Lampouras, Ignacio Iacobacci

Comments Findings of EMNLP 2022

Identifying the Source of Vulnerability in Explanation Discrepancy: A Case Study in Neural Text Classification

Ruixuan Tang, Hanjie Chen, Yangfeng Ji

Comments EMNLP BlackboxNLP 2022

Plug-and-Play Recipe Generation with Content Planning

Yinhong Liu, Yixuan Su, Ehsan Shareghi, Nigel Collier

Comments Paper accepted by EMNLP 2022 GEM workshop

DualNER: A Dual-Teaching framework for Zero-shot Cross-lingual Named Entity Recognition

Jiali Zeng, Yufan Jiang, Yongjing Yin, Xu Wang, Binghuai Lin, Yunbo Cao

Comments Findings of EMNLP 2022

Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding

Jiali Zeng, Yongjing Yin, Yufan Jiang, Shuangzhi Wu, Yunbo Cao

Comments Findings of EMNLP 2022

CAT-probing: A Metric-based Approach to Interpret How Pre-trained Models for Programming Language Attend Code Structure

Nuo Chen, Qiushi Sun, Renyu Zhu, Xiang Li, Xuesong Lu, Ming Gao

Comments Accepted by EMNLP 2022

Logical Fallacy Detection

Zhijing Jin, Abhinav Lalwani, Tejas Vaidhya, Xiaoyu Shen, Yiwen Ding, Zhiheng Lyu, Mrinmaya Sachan, Rada Mihalcea, Bernhard Schölkopf

Comments EMNLP 2021 Findings

Tiny-NewsRec: Effective and Efficient PLM-based News Recommendation

Yang Yu, Fangzhao Wu, Chuhan Wu, Jingwei Yi, Qi Liu

Comments Accepted by EMNLP 2022

Legal Prompting: Teaching a Language Model to Think Like a Lawyer

Fangyi Yu, Lee Quartey, Frank Schilder

Comments 12 pages, 6 figures, 4 tables. Accepted by NLLP 2022 (EMNLP workshop)

A Fine-grained Chinese Software Privacy Policy Dataset for Sequence Labeling and Regulation Compliant Identification

Kaifa Zhao, Le Yu, Shiyao Zhou, Jing Li, Xiapu Luo, Yat Fei Aemon Chiu, Yutong Liu

Comments Accepted by EMNLP 2022 (The 2022 Conference on Empirical Methods in Natural Language Processing)

Better Hit the Nail on the Head than Beat around the Bush: Removing Protected Attributes with a Single Projection

Pantea Haghighatkhah, Antske Fokkens, Pia Sommerauer, Bettina Speckmann, Kevin Verbeek

Comments EMNLP 2022

Journal ref https://aclanthology.org/2022.emnlp-main.575