Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Checkby Linhao Ye, Zhikai Lei, Jianghao Yin,…
Towards a RAG-based Summarization Agent for the Electron-Ion Colliderby Karthik Suresh, Neeltje Kackar, Luke Schleck,…
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedbackby Yanming Liu, Xinyue…
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbotsby Philip Feldman, James R. Foulds, Shimei PanFirst…
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generationby Shicheng Xu, Liang Pang,…
Benchmarking Retrieval-Augmented Generation for Medicineby Guangzhi Xiong, Qiao Jin, Zhiyong Lu, Aidong ZhangFirst submitted to…
EVOR: Evolving Retrieval for Code Generationby Hongjin Su, Shuyang Jiang, Yuhang Lai, Haoyuan Wu, Boao…
FinBen: A Holistic Financial Benchmark for Large Language Modelsby Qianqian Xie, Weiguang Han, Zhengyu Chen,…
Grounding Language Model with Chunking-Free In-Context Retrievalby Hongjin Qian, Zheng Liu, Kelong Mao, Yujia Zhou,…
T-RAG: Lessons from the LLM Trenchesby Masoomali Fatehkia, Ji Kim Lucas, Sanjay ChawlaFirst submitted to…