ACL

Speech-Based Depressive Mood Detection in the Presence of Multiple Sclerosis: A Cross-Corpus and Cross-Lingual Study

Monica Gonzalez-Machorro, Uwe Reichel, Pascal Hecker, Helly Hammer, Hesam Sagha, Florian Eyben, Robert Hoepner, Björn W. Schuller

机构 * audEERING GmbH（audEERING公司） ； TUM University Hospital（技术大学医院） ； Munich Center for Machine Learning（慕尼黑机器学习中心） ； Hasso-Plattner Institute（哈索-普拉特纳研究所） ； Inselspital, Bern University Hospital（伯尔尼大学医院） ； Agile Robots（敏捷机器人公司） ； Imperial College（帝国学院） 纠错

Comments Accepted at the 8th International Conference on Natural Language and Speech Processing (ICNLSP 2025). To be appeared in the corresponding Proceedings at ACL Anthology

Are You Sure You're Positive? Consolidating Chain-of-Thought Agents with Uncertainty Quantification for Aspect-Category Sentiment Analysis

Filippos Ventirozos, Peter Appleby, Matthew Shardlow

机构 * Manchester Metropolitan University（曼彻斯特 Metropolitan 大学） ； Autotrader Research Group（Autotrader 研究组） ； Autotrader UK（Autotrader 英国） 纠错

Comments 18 pages, 10 figures, 3 tables, Proceedings of the 1st Workshop for Research on Agent Language Models (REALM 2025)

Journal ref Ventirozos et al. 2025. In Proc. of REALM 2025, pp. 309-326. ACL

Natural Language Satisfiability: Exploring the Problem Distribution and Evaluating Transformer-based Language Models

Tharindu Madusanka, Ian Pratt-Hartmann, Riza Batista-Navarro

机构 * Department of Computer Science, University of Manchester（曼彻斯特大学计算机科学系） ； Instytut Informatyki, Uniwersytet Opolski（奥波尔大学计算机科学学院） 纠错

Comments The paper was accepted to the 62nd Association for Computational Linguistics (ACL 2024), where it won the Best Paper Award

Journal ref In Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15278 to 15294. 2024

Adaptive Linguistic Prompting (ALP) Enhances Phishing Webpage Detection in Multimodal Large Language Models

Atharva Bhargude, Ishan Gonehal, Dave Yoon, Kaustubh Vinnakota, Chandler Haney, Aaron Sandoval, Kevin Zhu

机构 * Algoverse AI Research（Algoverse AI研究院） 纠错

Comments Published at ACL 2025 SRW, 9 pages, 3 figures

Theory of Mind in Large Language Models: Assessment and Enhancement

Ruirui Chen, Weifeng Jiang, Chengwei Qin, Cheston Tan

机构 * Agency for Science Technology and Research (A*STAR)（科技研究局） ； Nanyang Technological University（南洋理工大学） ； Hong Kong University of Science and Technology (Guangzhou) China（香港科学与技术大学（广州）中国） 纠错

Comments Accepted to ACL 2025 main conference

Playing with Voices: Tabletop Role-Playing Game Recordings as a Diarization Challenge

Lian Remme, Kevin Tang

机构 * Heinrich Heine University Düsseldorf（海因里希·海涅大学多特蒙德） 纠错

Comments 15 pages, 14 figures, published in NAACL Findings 2025

Journal ref Findings of the Association for Computational Linguistics: NAACL 2025

Analysis of LLM as a grammatical feature tagger for African American English

Rahul Porwal, Alice Rozet, Pryce Houck, Jotsna Gowda, Sarah Moeller, Kevin Tang

机构 * University of Florida（佛罗里达大学） ； Heinrich Heine University Düsseldorf（杜塞尔多夫海因里希-海涅大学） 纠错

Comments 13 pages, Accepted to "Findings of the Association for Computational Linguistics: NAACL 2025"

Journal ref Findings of the Association for Computational Linguistics: NAACL 2025 (2025) 7744-7756

DRT: Deep Reasoning Translation via Long Chain-of-Thought

Jiaan Wang, Fandong Meng, Yunlong Liang, Jie Zhou

机构 * Pattern Recognition Center, WeChat AI, Tencent Inc（模式识别中心、微信AI、腾讯公司） 纠错

Comments ACL 2025 Findings

LLM-Forest: Ensemble Learning of LLMs with Graph-Augmented Prompts for Data Imputation

Xinrui He, Yikun Ban, Jiaru Zou, Tianxin Wei, Curtiss B. Cook, Jingrui He

机构 * University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； Mayo Clinic Arizona（梅奥诊所阿兹根） 纠错

Journal ref Findings of the Association for Computational Linguistics: ACL 2025

Frequency matters: Modeling irregular morphological patterns in Spanish with Transformers

Akhilesh Kakolu Ramarao, Kevin Tang, Dinah Baer-Henney

机构 * Faculty of Arts and Humanities, Heinrich Heine University Düsseldorf（海因里希-海涅大学杜塞尔多夫分校艺术与人文学院） ； Department of English Language and Linguistics（英语语言与语言学系） ； Institute of Linguistics（语言学研究所） ； Department of Linguistics, College of Liberal Arts and Sciences, University of Florida（佛罗里达大学文理学院语言学系） 纠错

Comments Typos and grammatical corrections

Journal ref Findings of the Association for Computational Linguistics ACL (2025) 4474-4489

PII-Compass: Guiding LLM training data extraction prompts towards the target PII via grounding

Krishna Kanth Nakka, Ahmed Frikha, Ricardo Mendes, Xue Jiang, Xuebing Zhou

机构 * Huawei Munich Research Center（华为慕尼黑研究中心） 纠错

Comments Accepted at PrivateNLP Workshop at ACL 2024

What Did I Do Wrong? Quantifying LLMs' Sensitivity and Consistency to Prompt Engineering

Federico Errica, Giuseppe Siracusano, Davide Sanvito, Roberto Bifulco

机构 * NEC Italia（NEC意大利分公司） ； NEC Laboratories Europe（NEC欧洲实验室） 纠错

Comments Proceedings of the Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL 2025)