Papers
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making
Xiao Wu, Ting-Zhu Huang, Liang-Jian Deng et al.
ALARB: An Arabic Legal Argument Reasoning Benchmark
Harethah Abu Shairah, Somayah AlHarbi, Abdulaziz AlHussein et al.
Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation
Muhammad Ali Shafique, Kanwal Mehreen, Muhammad Arham et al.
Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA
Qingyun Jin, Xiaohui Song, Feng Zhou et al.
Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction
Shichen Li, Jiawei Zhang, Zhongqing Wang et al.
Aligning Dialogue Agents with Global Feedback via Large Language Model Multimodal Reward Decomposition
Dong Won Lee, Hae Won Park, Cynthia Breazeal et al.
Aligning LLMs for Multilingual Consistency in Enterprise Applications
Amit Agarwal, Hansa Meghwani, Hitesh Laxmichand Patel et al.
Aligning LLMs for Thai Legal Question Answering with Efficient Semantic-Similarity Rewards
Pawitsapak Akarajaradwong, Chompakorn Chaksangchaichot, Pirat Pothavorn et al.
Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication
Stephanie Eckman, Bolei Ma, Christoph Kern et al.
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening
Padakanti Srijith, Khushbu Pahwa, Radhika Mamidi et al.
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification
Jikai Wang, Zhenxu Tian, Juntao Li et al.
Alignment for Efficient Tool Calling of Large Language Models
Hongshen Xu, Zihan Wang, Zichen Zhu et al.
Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations
Abhilekh Borah, Chhavi Sharma, Danush Khanna et al.
Alignment with Fill-In-the-Middle for Enhancing Code Generation
Houxing Ren, Zimu Lu, Weikang Shi et al.
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
Mengyu Bu, Shaolei Zhang, Zhongjun He et al.
ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval
Zihan Chen, Lei Shi, Weize Wu et al.
All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing
Advait Deshmukh, Ashwin Umadi, Dananjay Srinivas et al.
Alleviating Performance Degradation Caused by Out-of-Distribution Issues in Embedding-Based Retrieval
Haotong Bao, Jianjin Zhang, Qi Chen et al.
All for One: LLMs Solve Mental Math at the Last Token With Information Transferred From Other Tokens
Siddarth Mamidanna, Daking Rai, Ziyu Yao et al.
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark
Davide Testa, Giovanni Bonetta, Raffaella Bernardi et al.
All Roads Lead to Rome: Graph-Based Confidence Estimation for Large Language Model Reasoning
Caiqi Zhang, Chang Shu, Ehsan Shareghi et al.
(Almost) Free Modality Stitching of Foundation Models
Jaisidh Singh, Diganta Misra, Boris Knyazev et al.
Alpha-GPT: Human-AI Interactive Alpha Mining for Quantitative Investment
Saizhuo Wang, Hang Yuan, Leon Zhou et al.
AlphaOne: Reasoning Models Thinking Slow and Fast at Test Time
Junyu Zhang, Runpei Dong, Han Wang et al.
ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast & Slow Reasoning for Robust Agent Defense
Shiyu Xiang, Tong Zhang, Ronghao Chen