Papers
5,479 papers found
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge
Aparna Elangovan, Lei Xu, Jongwoo Ko et al.
LLM-based Multi-Level Knowledge Generation for Few-shot Knowledge Graph Completion
Qian Li, Zhuo Chen, Cheng Ji et al.
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs
Taeho Kim, Yanming Wang, Vatshank Chaturvedi et al.
LLM-powered GraphQL Generator for Data Retrieval
Balaji Ganesan, Sambit Ghosh, Nitin Gupta et al.
An LLM-enhanced Agent-based Simulation Tool for Information Propagation
Yuxuan Hu, Gemju Sherpa, Lan Zhang et al.
Navigating Social Dilemmas with LLM-based Agents via Consideration of Future Consequences
Dung Nguyen, Hung Le, Kien Do et al.
CLLMRec: Contrastive Learning with LLMs-based View Augmentation for Sequential Recommendation
Fan Lu, Xiaolong Xu, Haolong Xiang et al.
Guiding LLM-based Smart Contract Generation with Finite State Machine
Hao Luo, Yuhao Lin, Xiao Yan et al.
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern
Jiahong Xiong, Chengsen Wang, Haifeng Sun et al.
LEKA: LLM-Enhanced Knowledge Augmentation
Xinhao Zhang, Jinghan Zhang, Fengran Mo et al.
POLO: An LLM-Powered Project-Level Code Performance Optimization Framework
Jiameng Bai, Ruoyi Xu, Sai Wu et al.
SecV: LLM-based Secure Verilog Generation with Clue-Guided Exploration on Hardware-CWE Knowledge Graph
Fanghao Fan, YingJie Xia, Li Kuang
LLM-enhanced Score Function Evolution for Causal Structure Learning
Zidong Wang, Fei Liu, Qi Feng et al.
Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis
Haohao Zhu, Tingting Li, Peng He et al.
A Survey on the Feedback Mechanism of LLM-based AI Agents
Zhipeng Liu, Xuefeng Bai, Kehai Chen et al.
Which is better? Exploring Prompting Strategy For LLM-based Metrics
JoongHoon Kim, Sangmin Lee, Seung Hun Han et al.
Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge
Lin Shi, Chiyu Ma, Wenhua Liang et al.
An Analysis of the Impact of Problem Paraphrasing on LLM-Based Mathematical Problem Solving
Yerim Han, Hyein Seo, Hyuk Namgoong et al.
LLM-Based Behavior Prediction for Social Media Users with Continuous Memory
Kun Li, Chengwei Dai, Wei Zhou et al.
Counterfactual Evaluation for Blind Attack Detection in LLM-based Evaluation Systems
Lijia Liu, Takumi Kondo, Kyohei Atarashi et al.
A Survey on LLM-Assisted Clinical Trial Recruitment
Shrestha Ghosh, Moritz Schneider, Carina Reinicke et al.
IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization
Ahmed Frikha, Nassim Walha, Krishna Kanth Nakka et al.
Quantifying Cognitive Bias Induction in LLM-Generated Content
Abeer Alessa, Param Somane, Akshaya Thenkarai Lakshminarasimhan et al.
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference Extraction
Cédric Boscher, Shannon Bruderer, Christine Largeron et al.