Papers
Emotion-aware text simplification of user generated content using LLMs
Anastasiia Bezobrazova, Daria Sokova, Constantin Orasan
News Credibility Assessment by LLMs and Humans: Implications for Political Bias
Pia Wenzel Neves, Charlott Jakob, Vera Schmitt
Towards Simulating Social Media Users with LLMs: Evaluating the Operational Validity of Conditioned Comment Prediction
Nils Schwager, Simon Münker, Alistair Plum et al.
Label-Consistent Data Generation for Aspect-Based Sentiment Analysis Using LLM Agents
Mohammad Hossein Akbari Monfared, Lucie Flek, Akbar Karimi
From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning
Yichao Feng, Haoran Luo, Lang Feng et al.
RAG-Enhanced Collaborative LLM Agents for Drug Discovery
Namkyeong Lee, Edward De Brouwer, Ehsan Hajiramezanali et al.
Uncovering Pretraining Code in LLMs: A Syntax-Aware Attribution Approach
Yuanheng Li, Zhuoyang Chen, Xiaoyun Liu et al.
Benchmarking LLMs for Political Science: A United Nations Perspective
Yueqing Liang, Liangwei Yang, Chen Wang et al.
NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation
Maoqi Liu, Quan Fang, Yuhao Wu et al.
LLMs Unleashed: Generating Protocol Code from RFC Specifications
Junfeng Long, Jinshu Su, Biao Han
PHPFND: Detecting Fake News via Post-Hoc Processing of LLMs Hallucination
Jinke Ma, Jiachen Ma, Wei Zhang et al.
CTX-Coder: Cross-Attention Architectures Empower LLMs for Long-Context Vulnerability Detection
Jujie Wang, Kangfeng Zheng, Bin Wu et al.
Bot Meets Shortcut: How Can LLMs Aid in Handling Unknown Invariance OOD Scenarios?
Shiyan Zheng, Herun Wan, Minnan Luo et al.
Is Symbolic Music a Specific Language? Exploring Inspiration-to-Structure Machine Composition via LLMs
Zhejing Hu, Yan Liu, Zhi Zhang et al.
Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning
Jiayuan Huang, Runlong He, Danyal Zaman Khan et al.
AgentSense: Virtual Sensor Data Generation Using LLM Agents in Simulated Home Environments
Zikang Leng, Megha Thukral, Yaqi Liu et al.
ARCHE: A Novel Task to Evaluate LLMs on Latent Reasoning Chain Extraction
Pengze Li, Jiaqi Liu, Junchi Yu et al.
Emotion-Coherent Reasoning for Multimodal LLMs via Emotional Rationale Verifier
Hyeongseop Rha, Jeong Hun Yeo, Yeonju Kim et al.
Exploiting Synergistic Cognitive Biases to Bypass Safety in LLMs
Xikang Yang, Biyu Zhou, Xuehai Tang et al.
Investigating Prosocial Behavior Theory in LLM Agents Under Policy-Induced Inequities
Yujia Zhou, Hexi Wang, Qingyao Ai et al.
UQ-Bench: A Benchmark for Evaluating Multimodal LLMs on Underwater Image Quality Assessment
Jingchao Cao, Guo An, Feng Gao et al.
Disentangling Adversarial Prompts: A Semantic-Graph Defense for Robust LLM Security
Xiang Fang, Wanlong Fang
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
Weiquan Huang, Aoqi Wu, Yifan Yang et al.
AccKV: Towards Efficient Audio-Video LLMs Inference via Adaptive-Focusing and Cross-Calibration KV Cache Optimization
Zhonghua Jiang, Kui Chen, Kunxi Li et al.
R-AVST: Empowering Video-LLMs with Fine-Grained Spatio-Temporal Reasoning in Complex Audio-Visual Scenarios
Zhu Lu, Tiantian Geng, Yangye Chen et al.