ACL

Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training

Marc Brinner, Sina Zarrieß

机构 * Computational Linguistics, Department of Linguistics Bielefeld University（语言学计算系，语言学系比勒菲尔德大学） 纠错

Journal ref Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, pages 11894-11907, Miami, Florida, USA. Association for Computational Linguistics

Model Interpretability and Rationale Extraction by Input Mask Optimization

Marc Brinner, Sina Zarriess

机构 * Bielefeld University Faculty for Linguistics and Literary Studies（比勒菲尔德大学语言学与文学研究系） 纠错

Journal ref Findings of the Association for Computational Linguistics: ACL 2023, pages 13722-13744, Toronto, Canada. Association for Computational Linguistics

PersonaTwin: A Multi-Tier Prompt Conditioning Framework for Generating and Evaluating Personalized Digital Twins

Sihan Chen, John P. Lalor, Yi Yang, Ahmed Abbasi

机构 * Viterbi School of Engineering, University of Southern California（南加州大学维特比工程学院） ； Human-centered Analytics Lab, University of Notre Dame（诺特大学人本分析实验室） ； Department of IT, Analytics, and Operations, University of Notre Dame（诺特大学信息技术、分析与运营部门） ； Department of Information Systems, Business Statistics and Operations Management, HKUST（香港科技大学信息系统、商业统计与运营管理部门） 纠错

Comments Presented at the Generation, Evaluation & Metrics (GEM) Workshop at ACL 2025

ImpliHateVid: A Benchmark Dataset and Two-stage Contrastive Learning Framework for Implicit Hate Speech Detection in Videos

Mohammad Zia Ur Rehman, Anukriti Bhatnagar, Omkar Kabde, Shubhi Bansal, Nagendra Kumar

机构 * Indian Institute of Technology Indore（印度理工学院印地尔分校） ； Chaitanya Bharathi Institute of Technology（恰伊坦亚·巴哈蒂技术学院） 纠错

Comments Published in ACL 2025

S2WTM: Spherical Sliced-Wasserstein Autoencoder for Topic Modeling

Suman Adhya, Debarshi Kumar Sanyal

机构 * Indian Association for the Cultivation of Science（印度科学培养协会） 纠错

Comments Accepted as a long paper for ACL 2025 main conference

Rethinking the Role of Prompting Strategies in LLM Test-Time Scaling: A Perspective of Probability Theory

Yexiang Liu, Zekun Li, Zhi Fang, Nan Xu, Ran He, Tieniu Tan

机构 * MAIS, Institute of Automation, Chinese Academy of Sciences（自动化研究所，中国科学院） ； School of Artificial Intelligence, University of Chinese Academy of Sciences（中国科学院大学人工智能学院） ； University of California, Santa Barbara（加州大学圣巴巴拉分校） ； Beijing Wenge Technology Co., Ltd（北京文格科技有限公司） 纠错

Comments ACL 2025 Outstanding Paper Award, 33 pages, 51 figures

Journal ref ACL.Volume 1: Long Papers (2025) 27962-27994

A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability

Xinyu Hu, Mingqi Gao, Li Lin, Zhenghan Yu, Xiaojun Wan

机构 * Wangxuan Institute of Computer Technology（计算机技术研究院） 纠错

Comments Accepted by ACL 2025

CLEAR: Character Unlearning in Textual and Visual Modalities

Alexey Dontsov, Dmitrii Korzh, Alexey Zhavoronkin, Boris Mikheev, Denis Bobkov, Aibek Alanov, Oleg Y. Rogov, Ivan Oseledets, Elena Tutubalina

机构 * AIRI ； HSE University（俄罗斯高等经济大学） ； Skoltech（斯克里普契克技术大学） ； Sber AI（俄罗斯储蓄银行人工智能实验室） ； MTUCI（莫斯科国立大学） ； MIPT（米哈伊尔戈尔斯基理工学院） ； ISP RAS Research Center for Trusted AI（俄罗斯科学院信息与系统问题研究所可信人工智能研究中心） 纠错

Journal ref https://aclanthology.org/2025.findings-acl.1058/