EMNLP

Which Word Orders Facilitate Length Generalization in LMs? An Investigation with GCG-Based Artificial Languages

Nadine El-Naggar, Tatsuki Kuribayashi, Ted Briscoe

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） 纠错

Comments EMNLP 2025 Main Conference

CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression

Dayin Gou, Sanghyun Byun, Nilesh Malpeddi, Gabrielle De Micheli, Prathamesh Vaste, Jacob Song, Woo Seong Chung

机构 * LG Electronics USA（LG电子美国公司） 纠错

Comments Accepted at EMNLP Findings 2025

Model-Based Ranking of Source Languages for Zero-Shot Cross-Lingual Transfer

Abteen Ebrahimi, Adam Wiemerslage, Katharina von der Wense

机构 * University of Colorado Boulder（科罗拉多大学波得罗分校） ； Kensho Technologies（Kensho技术公司） ； Johannes Gutenberg University Mainz（美因茨约翰内斯·古滕贝格大学） 纠错

Comments Accepted to EMNLP 2025 (Main)

VISaGE: Understanding Visual Generics and Exceptions

Stella Frank, Emily Allaway

机构 * University of Copenhagen（哥本哈根大学） ； University of Edinburgh（爱丁堡大学） 纠错

Comments EMNLP 2025

From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing

Chengrui Xiang, Tengfei Ma, Xiangzheng Fu, Yiping Liu, Bosheng Song, Xiangxiang Zeng

机构 * College of Computer Science and Electronic Engineering, Hunan University（计算机科学与电子工程学院，湖南大学） 纠错

Comments 16 pages, 4 figures, 13 tables. Accepted by EMNLP 2025 (Findings)

Understanding the Modality Gap: An Empirical Study on the Speech-Text Alignment Mechanism of Large Speech Language Models

Bajian Xiang, Shuaijiang Zhao, Tingwei Guo, Wei Zou

机构 * Beike Inc.（贝克公司） ； Bairong Inc.（柏睿公司） 纠错

Comments Accepted to EMNLP 2025 (Main Conference)

Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering

Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero, Alonso Madroñal de Mesa, Jerónimo Arenas-García, Jordan Boyd-Graber

Comments Long paper accepted at EMNLP 2025

Data or Language Supervision: What Makes CLIP Better than DINO?

Yiming Liu, Yuhui Zhang, Dhruba Ghosh, Ludwig Schmidt, Serena Yeung-Levy

机构 * Stanford University（斯坦福大学） ； Tsinghua University（清华大学） 纠错

Comments EMNLP 2025 Findings

LearnLens: LLM-Enabled Personalised, Curriculum-Grounded Feedback with Educators in the Loop

Runcong Zhao, Artem Bobrov, Jiazheng Li, Cesare Aloisi, Yulan He

机构 * King’s College London（伦敦国王学院） ； AQA 纠错

Comments EMNLP 2025

HEAL: An Empirical Study on Hallucinations in Embodied Agents Driven by Large Language Models

Trishna Chakraborty, Udita Ghosh, Xiaopan Zhang, Fahim Faisal Niloy, Yue Dong, Jiachen Li, Amit K. Roy-Chowdhury, Chengyu Song

机构 * University of California, Riverside（加州大学河滨分校） 纠错

Comments Accepted by EMNLP 2025 Findings

A Survey of Multilingual Reasoning in Language Models

Akash Ghosh, Debayan Datta, Sriparna Saha, Chirag Agarwal

机构 * Indian Institute of Technology Patna（印度理工学院帕纳巴分校） ； University of Virginia（弗吉尼亚大学） 纠错

Comments EMNLP Findings 2025

AFRIDOC-MT: Document-level MT Corpus for African Languages

Jesujoba O. Alabi, Israel Abebe Azime, Miaoran Zhang, Cristina España-Bonet, Rachel Bawden, Dawei Zhu, David Ifeoluwa Adelani, Clement Oyeleke Odoje, Idris Akinade, Iffat Maab, Davis David, Shamsuddeen Hassan Muhammad, Neo Putini, David O. Ademuyiwa, Andrew Caines, Dietrich Klakow

机构 * Masakhane NLP ； Saarland University（萨尔兰大学） ； DFKI GmbH ； Barcelona Supercomputing Center（巴塞罗那超级计算中心） ； Inria（法国国家信息与自动化技术研究院） ； Mila, McGill University & Canada CIFAR AI Chair（Mila，麦吉尔大学及加拿大CIFAR人工智能主席） ； University of Ibadan（伊巴丹大学） ； National Institute of Informatics, Japan（日本国立信息研究所） ； Selcom Tanzania（坦桑尼亚Selcom） ； Imperial College London（伦敦帝国理工学院） ； University of KwaZulu-Natal（南非夸祖鲁-纳塔尔大学） ； Loughborough University（洛桑大学） ； University of Cambridge（剑桥大学） 纠错

Comments EMNLP 2025

CiteBART: Learning to Generate Citations for Local Citation Recommendation

Ege Yiğit Çelik, Selma Tekir

机构 * Computer Engineering Department（计算机工程系） 纠错

Comments This paper has been accepted to the EMNLP 2025 Main Conference. (19 pages, 3 figures, 11 tables)

Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance

Yilun Liu, Minggui He, Feiyu Yao, Yuhe Ji, Shimin Tao, Jingzhou Du, Duan Li, Jian Gao, Li Zhang, Hao Yang, Boxing Chen, Osamu Yoshie

Comments Accepted by EMNLP 2025 main

Cross-Modal Safety Alignment: Is textual unlearning all you need?

Trishna Chakraborty, Erfan Shayegani, Zikui Cai, Nael Abu-Ghazaleh, M. Salman Asif, Yue Dong, Amit K. Roy-Chowdhury, Chengyu Song

机构 * University of California, Riverside（加州大学河滨分校） 纠错

Comments Accepted by EMNLP 2024 Findings