Papers
KatFishNet: Detecting LLM-Generated Korean Text through Linguistic Feature Analysis
Shinwoo Park, Shubin Kim, Do-Kyung Kim et al.
XDAC: XAI-Driven Detection and Attribution of LLM-Generated News Comments in Korean
Wooyoung Go, Hyoungshick Kim, Alice Oh et al.
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
Zhexuan Wang, Yutong Wang, Xuebo Liu et al.
Generate First, Then Sample: Enhancing Fake News Detection with LLM-Augmented Reinforced Sampling
Zhao Tong, Yimeng Gu, Huidong Liu et al.
ChemActor: Enhancing Automated Extraction of Chemical Synthesis Actions with LLM-Generated Data
Yu Zhang, Ruijie Yu, Jidong Tian et al.
Knowledge Graph Retrieval-Augmented Generation for LLM-based Recommendation
Shijie Wang, Wenqi Fan, Yue Feng et al.
Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning
Zijian Shao, Jiancan Wu, Weijian Chen et al.
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System
Haoyang Su, Renqi Chen, Shixiang Tang et al.
LLM-based Rumor Detection via Influence Guided Sample Selection and Game-based Perspective Analysis
Zhiliang Tian, Jingyuan Huang, Zejiang He et al.
DeepReview: Improving LLM-based Paper Review with Human-like Deep Thinking Process
Minjun Zhu, Yixuan Weng, Linyi Yang et al.
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
Priyanka Kargupta, Nan Zhang, Yunyi Zhang et al.
Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method
Peter Baile Chen, Yi Zhang, Mike Cafarella et al.
BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving
Ran Xin, Chenguang Xi, Jie Yang et al.
Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair
Junlin Li, Peng Bo, Yu-Yin Hsu
Are Optimal Algorithms Still Optimal? Rethinking Sorting in LLM-Based Pairwise Ranking with Batching and Caching
Juan Wisznia, Cecilia Bolaños, Juan Tollo et al.
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement
Xin Quan, Marco Valentino, Danilo Carvalho et al.
GenGO Ultra: an LLM-powered ACL Paper Explorer
Sotaro Takeshita, Tornike Tsereteli, Simone Paolo Ponzetto
iPET: An Interactive Emotional Companion Dialogue System with LLM-Powered Virtual Pet World Simulation
Zheyong Xie, Shaosheng Cao, Zuozhu Liu et al.
PRAISE: Enhancing Product Descriptions with LLM-Driven Structured Insights
Adnan Qidwai, Srija Mukhopadhyay, Prerana Khatiwada et al.
Can a Large Language Model Keep My Secrets? A Study on LLM-Controlled Agents
Niklas Hemken, Sai Koneru, Florian Jacob et al.
Low-Perplexity LLM-Generated Sequences and Where To Find Them
Arthur Wuhrmann, Andrei Kucharavy, Anastasiia Kucherenko
LIP-NER: Literal Patterns Benefit LLM-Based NER
Ruiqi Li, Li Chen
Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation
Rohit Kumar, Chandan Nolbaria
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
Traian Rebedea, Leon Derczynski, Shaona Ghosh et al.
LLM-Enhanced Self-Evolving Reinforcement Learning for Multi-Step E-Commerce Payment Fraud Risk Detection
Bo Qu, Zhurong Wang, Daisuke Yagi et al.