From 2023.12.21

1. Retrieval-Augmentation LLMs

• ACL 2023: Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions
• TACL 2023: In-Context Retrieval-Augmented Language Models
• EMNLP 2023: SAIL: Search-Augmented Instruction Learning
• EMNLP 2023: Active Retrieval Augmented Generation
• arXiv preprint. 2023.: REPLUG: Retrieval-Augmented Black-Box Language Models
• arXiv preprint. 2023.: RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit
• ICLR 2024 (submission): Understanding Retrieval Augmentation for Long-Form Question Answering Attribution
• ICLR 2024 (submission): Making Retrieval-Augmented Language Models Robust to Irrelevant Context Robust
• NeurIPS 2023 (Instruction Workshop): Self-RAG: Self-reflective Retrieval Augmented Generation framework
• ICLR 2024 (submission): RECOMP: Improving Retrieval-Augmented LMs with Context Compression and Selective Augmentation Context Compress Selective Augmentation
• ICLR 2024 (submission): Accelerating Retrieval-augmented Language Model Serving with Speculation Acceleration framework Iterative RALMs
• arXiv preprint. 2023.: Retrieval-Augmented Generation for Large Language Models: A Survey Survey RALMs
• ICLR 2024 poster: RA-DIT: Retrieval-Augmented Dual Instruction Tuning

2. LLM4IR

• arXiv preprint. 2023.: Large Language Models for Information Retrieval: A Survey Survey