Papers
Deep Out-of-Distribution Uncertainty Quantification via Weight Entropy Maximization
Antoine de Mathelin, François Deheeger, Mathilde Mougeot et al.
DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data
Jiayi Tong, Jie Hu, George Hripcsak et al.
Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes
Charles Riou, Pierre Alquier, Badr-Eddine Chérief-Abdellatif
Efficiently Escaping Saddle Points in Bilevel Optimization
Minhui Huang, Xuxing Chen, Kaiyi Ji et al.
Tooka-SBERT: Lightweight Sentence Embedding models for Persian
Ghazal Zamaninejad, MohammadAli SadraeiJavaheri, Farnaz Aghababaloo et al.
Agent-based Automated Claim Matching with Instruction-following LLMs
Dina Pisarevskaya, Arkaitz Zubiaga
An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation
Telem Joyson Singh, Ranbir Singh Sanasam, Priyankoo Sarmah
Cross-Prompt Encoder for Low-Performing Languages
Beso Mikaberidze, Temo Saghinadze, Simon Ostermann et al.
High-Quality Complex Text-to-SQL Data Generation through Chain-of-Verification
Yuchen Zhang, Yuze Gao, Bin Chen et al.
Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets
Nirvan Patil, Malhar Abhay Inamdar, Agnivo Gosai et al.
Where Should I Study? Biased Language Models Decide! Evaluating Fairness in LMs for Academic Recommendations
Krithi Shailya, Akhilesh Kumar Mishra, Gokul S Krishnan et al.
mmJEE-Eval: A Bilingual Multimodal Benchmark for Evaluating Scientific Reasoning in Vision-Language Models
Arka Mukherjee, Shreya Ghosh
Evaluating LLMs’ Reasoning Over Ordered Procedural Steps
Adrita Anika, Md Messal Monem Miah
Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation
Mana Makinae, Yusuke Sakai, Hidetaka Kamigaito et al.
GeoSAFE - A Novel Geospatial Artificial Intelligence Safety Assurance Framework and Evaluation for LLM Moderation
Nihar Sanda, Rajat Shinde, Sumit Nawathe et al.
Multi-Agent Cross-Lingual Veracity Assessment for Explainable Fake News Detection
Bassamtiano Renaufalgi Irnawan, Yoshimi Suzuki, Noriko Tomuro et al.
CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla
Newaz Ben Alam, Akm Moshiur Rahman Mazumder, Mir Sazzat Hossain et al.
SOMAJGYAAN: A Dataset for Evaluating LLMs on Bangla Culture, Social Knowledge, and Low-Resource Language Adaptation
Fariha Anjum Shifa, Muhtasim Ibteda Shochcho, Abdullah Ibne Hanif Arean et al.
Can a Unimodal Language Agent Provide Preferences to Tune a Multimodal Vision-Language Model?
Sazia Tabasum Mim, Jack Morris, Manish Dhakal et al.
Can You Really Trust That Review? ProtoFewRoBERTa and DetectAIRev: A Prototypical Few-Shot Method and Multi-Domain Benchmark for Detecting AI-Generated Reviews
Shifali Agrahari, Sujit Kumar, Ranbir Singh Sanasam
Uncovering Cultural Representation Disparities in Vision-Language Models
Ram Mohan Rao Kadiyala, Siddhant Gupta, Jebish Purbey et al.
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
Wenqi Pei, Hailing Xu, Henry Hengyuan Zhao et al.
Consistency Is the Key: Detecting Hallucinations in LLM Generated Text By Checking Inconsistencies About Key Facts
Raavi Gupta, Pranav Hari Panicker, Sumit Bhatia et al.
MINDS: A Cross-Cultural Dialogue Corpus for Social Norm Classification and Adherence Detection
Pritish Sahu, Anirudh Som, Ajay Divakaran et al.
Quantifying and Mitigating Selection Bias in LLMs: A Transferable LoRA Fine-Tuning and Efficient Majority Voting Approach
Blessed Guda, Lawrence Francis, Gabrial Zencha Ashungafac et al.