AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative Reasoningby Mohammad…
Context-Scaling versus Task-Scaling in In-Context Learningby Amirhesam Abedsoltan, Adityanarayanan Radhakrishnan, Jingfeng Wu, Mikhail BelkinFirst submitted…
TextLap: Customizing Language Models for Text-to-Layout Planningby Jian Chen, Ruiyi Zhang, Yufan Zhou, Jennifer Healey,…
Diversity of Thought Elicits Stronger Reasoning Capabilities in Multi-Agent Debate Frameworksby Mahmood HegazyFirst submitted to…
Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translationby Qizhang Li, Xiaochen Yang, Wangmeng…
3DS: Decomposed Difficulty Data Selection’s Case Study on LLM Medical Domain Adaptationby Hongxin Ding, Yue…
One Language, Many Gaps: Evaluating Dialect Fairness and Robustness of Large Language Models in Reasoning…
TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Modelsby Mu Cai, Reuben Tan, Jianrui Zhang,…
AFlow: Automating Agentic Workflow Generationby Jiayi Zhang, Jinyu Xiang, Zhaoyang Yu, Fengwei Teng, Xionghui Chen,…
Double Jeopardy and Climate Impact in the Use of Large Language Models: Socio-economic Disparities and…