Papers
Mind the Dialect: NLP Advancements Uncover Fairness Disparities for Arabic Users in Recommendation Systems
Abdulla Alshabanah, Murali Annavaram
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
Debarun Bhattacharjya, Balaji Ganesan, Junkyu Lee et al.
MRFD: Multi-Region Fusion Decoding with Self-Consistency for Mitigating Hallucinations in LVLMs
Haonan Ge, Yiwei Wang, Ming-Hsuan Yang et al.
Post-hoc Study of Climate Microtargeting on Social Media Ads with LLMs: Thematic Insights and Fairness Evaluation
Tunazzina Islam, Dan Goldwasser
Residualized Similarity for Faithfully Explainable Authorship Verification
Peter Zeng, Pegah Alipoormolabashi, Jihu Mun et al.
Profiling LLM’s Copyright Infringement Risks under Adversarial Persuasive Prompting
Jikai Long, Ming Liu, Xiusi Chen et al.
Fine-tuning LLMs with Cross-Attention-based Weight Decay for Bias Mitigation
Farsheed Haque, Zhe Fu, Depeng Xu et al.
Debating for Better Reasoning in Vision-Language Models
Ashutosh Adhikari, Mirella Lapata
Large Language Models for Multilingual Previously Fact-Checked Claim Detection
Ivan Vykopal, Matúš Pikuliak, Simon Ostermann et al.
MFTCXplain: A Multilingual Benchmark Dataset for Evaluating the Moral Reasoning of LLMs through Multi-hop Hate Speech Explanation
Jackson Trager, Francielle Vargas, Diego Alves et al.
Can VLMs Recall Factual Associations From Visual References?
Dhananjay Ashok, Ashutosh Chaubey, Hirona Jacqueline Arai et al.
XRAG: Cross-lingual Retrieval-Augmented Generation
Wei Liu, Sony Trenous, Leonardo F. R. Ribeiro et al.
DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning
Fenglin Liu, Zheng Li, Hongjian Zhou et al.
FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation
Yifeng He, Jicheng Wang, Yuyang Rong et al.
Not Lost After All: How Cross-Encoder Attribution Challenges Position Bias Assumptions in LLM Summarization
Elahe Rahimi, Hassan Sajjad, Domenic Rosati et al.
EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning
Sanchit Ahuja, Praneetha Vaddamanu, Barun Patra
Linguistic Alignment Predicts Learning in Small Group Tutoring Sessions
Dorothea French, Robert Moulder, Kelechi Ezema et al.
Teaching Language Models To Gather Information Proactively
Tenghao Huang, Sihao Chen, Muhao Chen et al.
AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text
Tadesse Destaw Belay, Israel Abebe Azime, Ibrahim Said Ahmad et al.
Can Multiple Responses from an LLM Reveal the Sources of Its Uncertainty?
Yang Nan, Pengfei He, Ravi Tandon et al.
Identifying Noise in Human-Created Datasets using Training Dynamics from Generative Models
Maeda Hanafi, Ishan Jindal, Yannis Katsis et al.
A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers
Roxana Petcu, Samarth Bhargav, Maarten de Rijke et al.
LLMs for Bayesian Optimization in Scientific Domains: Are We There Yet?
Rushil Gupta, Jason Hartford, Bang Liu
Zipf’s and Heaps’ Laws for Tokens and LLM-generated Texts
Nikolay Mikhaylovskiy
The Price of Format: Diversity Collapse in LLMs
Longfei Yun, Chenyang An, Zilong Wang et al.