Papers
TabDSR: Decompose, Sanitize, and Reason for Complex Numerical Reasoning in Tabular Data
Changjiang Jiang, Fengchang Yu, Haihua Chen et al.
CoT-RAG: Integrating Chain of Thought and Retrieval-Augmented Generation to Enhance Reasoning in Large Language Models
Feiyang Li, Peng Fang, Zhan Shi et al.
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering
Siyue Zhang, Yuxiang Xue, Yiming Zhang et al.
RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation
Tianjiao Li, Mengran Yu, Chenyu Shi et al.
PreGenie: An Agentic Framework for High-quality Visual Presentation Generation
Xiaojie Xu, Xinli Xu, Sirui Chen et al.
ICLER: Intent CLassification with Enhanced Reasoning
Dezheng Gao, Dong Xiaozheng, SHuangtao Yang et al.
NeighXLM: Enhancing Cross-Lingual Transfer in Low-Resource Languages via Neighbor-Augmented Contrastive Pretraining
Sicheng Wang, Wenyi Wu, Zibo Zhang
Visual Program Distillation with Template-Based Augmentation
Michal Shlapentokh-Rothman, Yu-Xiong Wang, Derek Hoiem
Conversational Education at Scale: A Multi-LLM Agent Workflow for Procedural Learning and Pedagogic Quality Assessment
Jiahuan Pei, Fanghua Ye, Xin Sun et al.
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation
Yuansheng Ni, Ping Nie, Kai Zou et al.
ExpertGenQA: Open-ended QA generation in Specialized Domains
Haz Sameen Shahgir, Chansong Lim, Jia Chen et al.
MotivGraph-SoIQ: Integrating Motivational Knowledge Graphs and Socratic Dialogue for Enhanced LLM Ideation
Xinping Lei, Tong Zhou, Yubo Chen et al.
DemonAgent: Dynamically Encrypted Multi-Backdoor Implantation Attack on LLM-based Agent
Pengyu Zhu, Zhenhong Zhou, Yuanhe Zhang et al.
FNSCC: Fuzzy Neighborhood-Aware Self-Supervised Contrastive Clustering for Short Text
Zijian Zheng, Yonghe Lu, Jian Yin
Speaking at the Right Level: Literacy-Controlled Counterspeech Generation with RAG-RL
Xiaoying Song, Anirban Saha Anik, Dibakar Barua et al.
Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis
Yejin Jeon, Youngjae Kim, Jihyun Lee et al.
UIOrchestra: Generating High-Fidelity Code from UI Designs with a Multi-agent System
Chuhuai Yue, Jiajun Chai, Yufei Zhang et al.
A Dynamic Fusion Model for Consistent Crisis Response
Xiaoying Song, Anirban Saha Anik, Eduardo Blanco et al.
Automating eHMI Action Design with LLMs for Automated Vehicle Communication
Ding Xia, Xinyue Gui, Fan Gao et al.
PromptKeeper: Safeguarding System Prompts for LLMs
Zhifeng Jiang, Zhihua Jin, Guoliang He
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Tingyu Xia, Bowen Yu, Kai Dang et al.
How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
Xiao Luo, Changhu Wang, Yizhou Sun et al.
ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts
Amelia Hardy, Houjun Liu, Allie Griffith et al.