A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directionsby Shailja Gupta,…
VibeCheck: Discover and Quantify Qualitative Differences in Large Language Modelsby Lisa Dunlap, Krishna Mandal, Trevor…
Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Samplingby Wenda Xu, Rujun Han, Zifeng…
Rewriting Conversational Utterances with Instructed Large Language Modelsby Elnara Galimzhanova, Cristina Ioana Muntean, Franco Maria…
Exploring Efficient Foundational Multi-modal Models for Video Summarizationby Karan Samel, Apoorva Beedu, Nitish Sontakke, Irfan…
Uncovering Factor Level Preferences to Improve Human-Model Alignmentby Juhyun Oh, Eunsu Kim, Jiseon Kim, Wenda…
Automatic Summarization of Long Documentsby Naman Chhibbar, Jugal KalitaFirst submitted to arxiv on: 8 Oct…
Vector-ICL: In-context Learning with Continuous Vector Representationsby Yufan Zhuang, Chandan Singh, Liyuan Liu, Jingbo Shang,…
GlobeSumm: A Challenging Benchmark Towards Unifying Multi-lingual, Cross-lingual and Multi-document News Summarizationby Yangfan Ye, Xiachong…
Human Bias in the Face of AI: The Role of Human Judgement in AI Generated…