Papers
Multi-token Mask-filling and Implicit Discourse Relations
Meinan Liu, Yunfang Dong, Xixian Liao et al.
Speculative Decoding for Multi-Sample Inference
Yiwei Li, Jiayi Shi, Shaoxiong Feng et al.
InfAL: Inference Time Adversarial Learning for Improving Research Ideation
Sikun Guo, Amir Hassan Shariatmadari, Peng Wang et al.
Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
Yuchun Fan, Yilin Wang, Yongyu Mu et al.
Mitigate One, Skew Another? Tackling Intersectional Biases in Text-to-Image Models
Pushkar Shukla, Aditya Chinchure, Emily Diana et al.
Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties
Fahim Faisal, Md Mushfiqur Rahman, Antonios Anastasopoulos
FACTCHECKMATE: Preemptively Detecting and Mitigating Hallucinations in LMs
Deema Alnuhait, Neeraja Kirtane, Muhammad Khalifa et al.
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization
Chuyuan Li, Austin Xu, Shafiq Joty et al.
Stress-Testing the Reasoning Competence of Language Models With Formal Proofs
Konstantine Arkoudas, Serafim Batzoglou
Rethinking LLM Uncertainty: A Multi-Agent Approach to Estimating Black-Box Model Uncertainty
Yu Feng, Phu Mon Htut, Zheng Qi et al.
Summarize-Exemplify-Reflect: Data-driven Insight Distillation Empowers LLMs for Few-shot Tabular Classification
Yifei Yuan, Jiatong Li, Weijia Zhang et al.
ClaimGen-CN: A Large-scale Chinese Dataset for Legal Claim Generation
Siying Zhou, Yiquan Wu, Hui Chen et al.
FESTA: Functionally Equivalent Sampling for Trust Assessment of Multimodal LLMs
Debarpan Bhattacharya, Apoorva Kulkarni, Sriram Ganapathy
MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models
Mugilan Ganesan, Shane Segal, Ankur Aggarwal et al.
MOLE: Metadata Extraction and Validation in Scientific Papers Using LLMs
Zaid Alyafeai, Maged S. Al-shaibani, Bernard Ghanem
Language-Informed Synthesis of Rational Agent Models for Grounded Theory-of-Mind Reasoning On-the-fly
Lance Ying, Ryan Truong, Katherine M. Collins et al.
MoRoVoc: A Large Dataset for Geographical Variation Identification of the Spoken Romanian Language
Andrei-Marius Avram, Bănescu Ema-Ioana, Anda-Teodora Robea et al.
Disentangling Language Understanding and Reasoning Structures in Cross-lingual Chain-of-Thought Prompting
Khanh-Tung Tran, Nguyet-Hang Vu, Barry O’Sullivan et al.
AMIA: Automatic Masking and Joint Intention Analysis Makes LVLMs Robust Jailbreak Defenders
Yuqi Zhang, Yuchun Miao, Zuchao Li et al.
Mitigating Interviewer Bias in Multimodal Depression Detection: An Approach with Adversarial Learning and Contextual Positional Encoding
Enshi Zhang, Christian Poellabauer
REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction
Omar Sharif, Joseph Gatto, Madhusudan Basak et al.
A Survey of RAG-Reasoning Systems in Large Language Models
Yangning Li, Weizhi Zhang, Yuyao Yang et al.
polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design
Anagha Savit, Harikrishna Sahu, Shivank S. Shukla et al.
CLaw: Benchmarking Chinese Legal Knowledge in Large Language Models - A Fine-grained Corpus and Reasoning Analysis
Xinzhe Xu, Liang Zhao, Hongshen Xu et al.