Papers
Ethical Concern Identification in NLP: A Corpus of ACL Anthology Ethics Statements
Antonia Karamolegkou, Sandrine Schiller Hansen, Ariadni Christopoulou et al.
ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding
Kimihiro Hasegawa, Wiradee Imrattanatrai, Zhi-Qi Cheng et al.
xLAM: A Family of Large Action Models to Empower AI Agent Systems
Jianguo Zhang, Tian Lan, Ming Zhu et al.
Multilingual Reasoning via Self-training
Leonardo Ranaldi, Giulia Pucci
Learning to Substitute Words with Model-based Score Ranking
Hongye Liu, Ricardo Henao
SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
Ran Xu, Hui Liu, Sreyashi Nag et al.
Characterizing the Role of Similarity in the Property Inferences of Language Models
Juan Diego Rodriguez, Aaron Mueller, Kanishka Misra
Self-Generated Critiques Boost Reward Modeling for Language Models
Yue Yu, Zhengxing Chen, Aston Zhang et al.
What Do VLMs NOTICE? A Mechanistic Interpretability Pipeline for Gaussian-Noise-free Text-Image Corruption and Evaluation
Michal Golovanevsky, William Rudman, Vedant Palit et al.
mHumanEval - A Multilingual Benchmark to Evaluate Large Language Models for Code Generation
Nishat Raihan, Antonios Anastasopoulos, Marcos Zampieri
The Stochastic Parrot on LLM’s Shoulder: A Summative Assessment of Physical Concept Understanding
Mo Yu, Lemao Liu, Junjie Wu et al.
Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice
Sunny Rai, Khushang Zaveri, Shreya Havaldar et al.
It Is Not Only the Negative that Deserves Attention! Understanding, Generation & Evaluation of (Positive) Moderation
Iman Jundi, Eva Maria Vecchi, Carlotta Quensel et al.
MultiChartQA: Benchmarking Vision-Language Models on Multi-Chart Problems
Zifeng Zhu, Mengzhao Jia, Zhihan Zhang et al.
Exploring Safety-Utility Trade-Offs in Personalized Language Models
Anvesh Rao Vijjini, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
REFFLY: Melody-Constrained Lyrics Editing Model
Songyan Zhao, Bingxuan Li, Yufei Tian et al.
Unlearning as multi-task optimization: A normalized gradient difference approach with an adaptive learning rate
Xiaomeng Jin, Zhiqi Bu, Bhanukiran Vinzamuri et al.
Using Text-Based Causal Inference to Disentangle Factors Influencing Online Review Ratings
Linsen Li, Aron Culotta, Nicholas Mattei
One fish, two fish, but not the whole sea: Alignment reduces language models’ conceptual diversity
Sonia Krishna Murthy, Tomer Ullman, Jennifer Hu
Planetarium: A Rigorous Benchmark for Translating Text to Structured Planning Languages
Max Zuo, Francisco Piedrahita Velez, Xiaochen Li et al.
Disentangling language change: sparse autoencoders quantify the semantic evolution of indigeneity in French
Jacob A. Matthews, Laurent Dubreuil, Imane Terhmina et al.
A Distributional Perspective on Word Learning in Neural Language Models
Filippo Ficarra, Ryan Cotterell, Alex Warstadt
Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations
Leonardo Ranaldi, Marco Valentino, Andre Freitas
REL-A.I.: An Interaction-Centered Approach To Measuring Human-LM Reliance
Kaitlyn Zhou, Jena D. Hwang, Xiang Ren et al.