EMNLP

MatchTime: Towards Automatic Soccer Game Commentary Generation

Jiayuan Rao, Haoning Wu, Chang Liu, Yanfeng Wang, Weidi Xie

Comments Accepted by EMNLP 2024 (Oral Presentation); Project Page: https://haoningwu3639.github.io/MatchTime/

PrExMe! Large Scale Prompt Exploration of Open Source LLMs for Machine Translation and Summarization Evaluation

Christoph Leiter, Steffen Eger

Comments EMNLP 2024 main; camera-ready

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation

Yuan Ge, Yilun Liu, Chi Hu, Weibin Meng, Shimin Tao, Xiaofeng Zhao, Hongxia Ma, Li Zhang, Boxing Chen, Hao Yang, Bei Li, Tong Xiao, Jingbo Zhu

Comments Accepted by EMNLP2024

Journal ref https://aclanthology.org/2024.emnlp-main.28/

Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts

Xianzhen Luo, Qingfu Zhu, Zhiming Zhang, Libo Qin, Xuanyu Zhang, Qing Yang, Dongliang Xu, Wanxiang Che

Comments Accepted by EMNLP 2024. Code and data are released at https://github.com/Luowaterbi/MultiPoT

Large Language Models are Null-Shot Learners

Pittawat Taveekitworachai, Febri Abdullah, Ruck Thawonmas

Comments 28 pages; v2: added Gemini Pro results, error analysis, and a discussion on confabulation; v3: see its extended version, an EMNLP 2024 paper, at https://aclanthology.org/2024.emnlp-main.740/

Functionality learning through specification instructions

Pedro Henrique Luz de Araujo, Benjamin Roth

Comments 36 pages, 8 figures. Accepted at EMNLP 2024 Findings

Journal ref In Findings of the Association for Computational Linguistics: EMNLP 2024, pages 10955-10990, Miami, Florida, USA. Association for Computational Linguistics

Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer

Haeji Jung, Changdae Oh, Jooeon Kang, Jimin Sohn, Kyungwoo Song, Jinkyu Kim, David R. Mortensen

Comments Accepted to the 4th Multilingual Representation Learning (MRL) Workshop (co-located with EMNLP 2024)

Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models

Somanshu Singla, Zhen Wang, Tianyang Liu, Abdullah Ashfaq, Zhiting Hu, Eric P. Xing

Comments EMNLP 2024 Main

Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR

Minghan Wang, Yuxia Wang, Thuy-Trang Vu, Ehsan Shareghi, Gholamreza Haffari

Comments Accepted to EMNLP 2024 Findings

Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate

Kai Xiong, Xiao Ding, Yixin Cao, Ting Liu, Bing Qin

Comments EMNLP 2023 Findings Camera Ready Version

ReCo: Reliable Causal Chain Reasoning via Structural Causal Recurrent Neural Networks

Kai Xiong, Xiao Ding, Zhongyang Li, Li Du, Bing Qin, Yi Zheng, Baoxing Huai

Comments Accepted by EMNLP 2022

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

SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation

Abhishek Divekar, Greg Durrett

Comments Published as a main conference paper at EMNLP 2024. Code available at https://github.com/amazon-science/synthesizrr

GlossLM: A Massively Multilingual Corpus and Pretrained Model for Interlinear Glossed Text

Michael Ginn, Lindia Tjuatja, Taiqi He, Enora Rice, Graham Neubig, Alexis Palmer, Lori Levin

Comments EMNLP 2024. First two authors are equal contribution

Enhancing Language Model Factuality via Activation-Based Confidence Calibration and Guided Decoding

Xin Liu, Farima Fatahi Bayat, Lu Wang

Comments EMNLP 2024 Camera Ready

Self-training Large Language Models through Knowledge Detection

Wei Jie Yeo, Teddy Ferdinan, Przemyslaw Kazienko, Ranjan Satapathy, Erik Cambria

Comments EMNLP Findings 2024

LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study

Van Bach Nguyen, Paul Youssef, Christin Seifert, Jörg Schlötterer

Comments Accepted to EMNLP Findings 2024

Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations

Rose E. Wang, Pawan Wirawarn, Kenny Lam, Omar Khattab, Dorottya Demszky

Comments EMNLP 2024 Findings. Our code and dataset are open-sourced at https://github.com/rosewang2008/posr

Navigating the Shortcut Maze: A Comprehensive Analysis of Shortcut Learning in Text Classification by Language Models

Yuqing Zhou, Ruixiang Tang, Ziyu Yao, Ziwei Zhu

Journal ref Findings of EMNLP 2024

MASIVE: Open-Ended Affective State Identification in English and Spanish

Nicholas Deas, Elsbeth Turcan, Iván Pérez Mejía, Kathleen McKeown

Comments EMNLP 2024

Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags

Daiqing Qi, Handong Zhao, Zijun Wei, Sheng Li

Comments Main Conference at EMNLP 2024

How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning?

Yang Luo, Zangwei Zheng, Zirui Zhu, Yang You

Comments EMNLP 2024

Greenback Bears and Fiscal Hawks: Finance is a Jungle and Text Embeddings Must Adapt

Peter Anderson, Mano Vikash Janardhanan, Jason He, Wei Cheng, Charlie Flanagan

Comments EMNLP 2024

MEANT: Multimodal Encoder for Antecedent Information

Benjamin Iyoya Irving, Annika Marie Schoene

Journal ref In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP), Miami, FL, pages 8579-8600

SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering

Tianyu Yang, Yiyang Nan, Lisen Dai, Zhenwen Liang, Yapeng Tian, Xiangliang Zhang

Comments EMNLP 2024

Hidden Persuaders: LLMs' Political Leaning and Their Influence on Voters

Yujin Potter, Shiyang Lai, Junsol Kim, James Evans, Dawn Song

Comments EMNLP 2024 Main

DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence?

Zhouhong Gu, Lin Zhang, Xiaoxuan Zhu, Jiangjie Chen, Wenhao Huang, Yikai Zhang, Shusen Wang, Zheyu Ye, Yan Gao, Hongwei Feng, Yanghua Xiao

Comments EMNLP Findings 2024

"Knowing When You Don't Know": A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation

Nandan Thakur, Luiz Bonifacio, Xinyu Zhang, Odunayo Ogundepo, Ehsan Kamalloo, David Alfonso-Hermelo, Xiaoguang Li, Qun Liu, Boxing Chen, Mehdi Rezagholizadeh, Jimmy Lin

Comments EMNLP 2024 (Findings)

An Analysis and Mitigation of the Reversal Curse

Ang Lv, Kaiyi Zhang, Shufang Xie, Quan Tu, Yuhan Chen, Ji-Rong Wen, Rui Yan

Comments Accepted by EMNLP 2024 Main. This paper was originally titled "Are We Falling into a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse." The title was revised during the submission to EMNLP, and we are now updating the title for this preprint version

Causal Micro-Narratives

Mourad Heddaya, Qingcheng Zeng, Chenhao Tan, Rob Voigt, Alexander Zentefis

Comments Accepted to EMNLP 2024 Workshop on Narrative Understanding

Journal ref Proceedings of the The 6th Workshop on Narrative Understanding at EMNLP 2024, pages 67-84, Miami, Florida, USA. Association for Computational Linguistics

MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making

Dayuan Fu, Biqing Qi, Yihuai Gao, Che Jiang, Guanting Dong, Bowen Zhou

Journal ref EMNLP 2024 Main