Papers
AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models
Nafew Azim, Abrar Ur Alam, Hasan Bin Omar et al.
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
Hojun Cho, Donghu Kim, Soyoung Yang et al.
CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning
Md. Ismail Hossain, Shahriyar Zaman Ridoy, Moshiur Farazi et al.
Evaluating AI for Finance: Is AI Credible at Assessing Investment Risk Appetite?
Divij Chawla, Ashita Bhutada, Duc Anh Do et al.
FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation
Sanghyun Seo, Bumsoo Kang, Dahm Lee et al.
GEAR: A Scalable and Interpretable Evaluation Framework for RAG-Based Car Assistant Systems
Niloufar Beyranvand, Hamidreza Dastmalchi, Aijun An et al.
Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers
Zhiyuan Peng, Ting-Ruen Wei, Tingyu Song et al.
From Long Videos to Engaging Clips: A Human-Inspired Video Editing Framework with Multimodal Narrative Understanding
Xiangfeng Wang, Xiao Li, Yadong Wei et al.
PARSE: LLM Driven Schema Optimization for Reliable Entity Extraction
Anubhav Shrimal, Aryan Jain, Soumyajit Chowdhury et al.
Quality Assessment of Tabular Data using Large Language Models and Code Generation
Ashlesha Akella, Akshar Kaul, Krishnasuri Narayanam et al.
Z1: Efficient Test-time Scaling with Code
Zhaojian Yu, Yinghao Wu, Yilun Zhao et al.
High-Quality Medical Dialogue Synthesis for Improving EMR Generation
Chengze Ge, Yu Xu, Qi Shao et al.
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services
Fei Zhao, Chonggang Lu, Wangyue et al.
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients
Egor Fadeev, Dzhambulat Mollaev, Aleksei Shestov et al.
CTR-Guided Generative Query Suggestion in Conversational Search
Erxue Min, Hsiu-Yuan Huang, Xihong Yang et al.
JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes
Yuya Sawada, Hiroki Ouchi, Yuichiro Yasui et al.
STACKFEED: Structured Textual Actor-Critic Knowledge base editing with FEEDback
Shashank Kirtania, Naman Gupta, Priyanshu Gupta et al.
Beyond Dynamic Quantization: An Efficient Static Hierarchical Mix-precision Framework for Near-Lossless LLM Compression
Yi Zhang, Kai Zhang, Zheyang Li et al.
Don’t Forget the Base Retriever! A Low-Resource Graph-based Retriever for Multi-hop Question Answering
André Melo, Enting Chen, Pavlos Vougiouklis et al.
Distilling Cross-Modal Knowledge into Domain-Specific Retrievers for Enhanced Industrial Document Understanding
Jinhyeong Lim, Jeongwan Shin, Seeun Lee et al.
Lost in Pronunciation: Detecting Chinese Offensive Language Disguised by Phonetic Cloaking Replacement
Haotan Guo, Jianfei He, Jiayuan Ma et al.
Semantic Agreement Enables Efficient Open-Ended LLM Cascades
Duncan Soiffer, Steven Kolawole, Virginia Smith
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
Aosong Feng, Balasubramaniam Srinivasan, Yun Zhou et al.
PlanGPT-VL: Enhancing Urban Planning with Domain-Specific Vision-Language Models
He Zhu, Junyou Su, Minxin Chen et al.