Navigating the Modern Evaluation Landscape: Considerations in Benchmarks and Frameworks for Large Language Models (LLMs)Leshem ChoshenAriel Geraet al.2024LREC-COLING 2024
Facilitating Human-LLM Collaboration through Factuality Scores and Source AttributionsHyo Jin DoRachel Ostrandet al.2024CHI 2024
Granite code models: A family of open foundation models for code intelligenceMayank MishraMatthew Stalloneet al.2024arXiv
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language ModelsYan LiuYu Liuet al.2024ICLR 2024
Fine-tuning Aligned Language Models Compromises Safety, Even When Users Do Not Intend To!Xiangyu QiYi Zenget al.2024ICLR 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech RecognitionChen ChenRuizhe Liet al.2024ICLR 2024
Ring-A-Bell! How Reliable are Concept Removal Methods For Diffusion Models?Yu-Lin TsaiChia-yi Hsuet al.2024ICLR 2024
An Investigation of Representation and Allocation Harms in Contrastive LearningSubha MaityMayank Agarwalet al.2024ICLR 2024
Time-LLM: Time Series Forecasting by Reprogramming Large Language ModelsMing JinShiyu Wanget al.2024ICLR 2024