Papers
STEM-LTS: Integrating Semantic-Temporal Dynamics in LLM-driven Time Series Analysis
Zhe Zhao, Pengkun Wang, Haibin Wen et al.
Prompt Candidates, then Distill: A Teacher-Student Framework for LLM-driven Data Annotation
Mingxuan Xia, Haobo Wang, Yixuan Li et al.
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
Weicong Qin, Yi Xu, Weijie Yu et al.
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations
Xin Quan, Marco Valentino, Louise A. Dennis et al.
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement
Xin Quan, Marco Valentino, Danilo Carvalho et al.
PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights
Adnan Qidwai, Srija Mukhopadhyay, Prerana Khatiwada et al.
Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation
Rohit Kumar, Chandan Nolbaria
HyGenar: An LLM-Driven Hybrid Genetic Algorithm for Few-Shot Grammar Generation
Weizhi Tang, Yixuan Li, Chris Sypherd et al.
Act2P: LLM-Driven Online Dialogue Act Classification for Power Analysis
Wenbo Zhang, Yuhan Wang
MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection
Shanshan Liu, Menglong Lu, Zhen Huang et al.
LLM-Driven Estimation of Personal Carbon Footprint from Dialogues
Shuqin Li, Huifang Du, Haofen Wang
A Multi-AI Agent System for Autonomous Optimization of Agentic AI Solutions via Iterative Refinement and LLM-Driven Feedback Loops
Kamer Ali Yuksel, Thiago Castro Ferreira, Mohamed Al-Badrashiny et al.
DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization
Jeonghun Kang, Soonmok Kwon, Joonseok Lee et al.
Charting the Future: Using Chart Question-Answering for Scalable Evaluation of LLM-Driven Data Visualizations
James Ford, Xingmeng Zhao, Dan Schumacher et al.
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data
Mariam Barry, Gaetan Caillaut, Pierre Halftermeyer et al.
From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords
Kamyar Zeinalipour, Moahmmad Saad, Marco Maggini et al.
LLM-driven Multimodal and Multi-Identity Listening Head Generation
Peiwen Lai, Weizhi Zhong, Yipeng Qin et al.
GENMANIP: LLM-driven Simulation for Generalizable Instruction-Following Manipulation
Ning Gao, Yilun Chen, Shuai Yang et al.
FilmComposer: LLM-Driven Music Production for Silent Film Clips
Zhifeng Xie, Qile He, Youjia Zhu et al.
DSV-LFS: Unifying LLM-Driven Semantic Cues with Visual Features for Robust Few-Shot Segmentation
Amin Karimi, Charalambos Poullis
LLM-Driven Implicit Target Augmentation and Fine-Grained Contextual Modeling for Zero-Shot and Few-Shot Stance Detection
Yanxu Ji, Jinzhong Ning, Yijia Zhang et al.
Improving Clustering with Positive Pairs Generated from LLM-Driven Labels
Xiaotong Zhang, Ying Li
SSA: Semantic Contamination of LLM-Driven Fake News Detection
Cheng Xu, Nan Yan, Shuhao Guan et al.
LLM-Driven Completeness and Consistency Evaluation for Cultural Heritage Data Augmentation in Cross-Modal Retrieval
Jian Zhang, Junyi Guo, Junyi Yuan et al.