Holistic Automated Red Teaming for Large Language Models through Top-Down Test Case Generation and Multi-turn…
XAI-guided Insulator Anomaly Detection for Imbalanced Datasetsby Maximilian Andreas Hoefler, Karsten Mueller, Wojciech SamekFirst submitted…
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrievalby Qiuhai Zeng, Zimeng Qiu, Dae…
Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translationby Yuanchang Luo, Jiaxin Guo, Daimeng…
Enhancing disease detection in radiology reports through fine-tuning lightweight LLM on weak labelsby Yishu Wei,…
Towards Robust Object Detection: Identifying and Removing Backdoors via Module Inconsistency Analysisby Xianda Zhang, Siyuan…
CJEval: A Benchmark for Assessing Large Language Models Using Chinese Junior High School Exam Databy…
CLSP: High-Fidelity Contrastive Language-State Pre-training for Agent State Representationby Fuxian Huang, Qi Zhang, Shaopeng Zhai,…
60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answeringby Junjie Ye, Yuming Yang, Qi…
DiSHA: Dimension-Sharding Adaptation of Large Language Models with Fast Convergence and Fast Computationby Jiale KangFirst…