A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!

Survey of Small Language Models from Penn State, ...

[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

Corrective Retrieval Augmented Generation

Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23

https://acl2023-retrieval-lm.github.io/

[ACL 2024] RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.

Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"

[Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation

Source code of DRAGIN, ACL 2024 main conference Long Paper

A list of awesome papers and resources of recommender system on large language model (LLM).

Source code of "Calibrating Large Language Models Using Their Generations Only", ACL2024

SAIL: Search Augmented Instruction Learning

Forward-Looking Active REtrieval-augmented generation (FLARE)

Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)

Do Large Language Models Know What They Don’t Know?

Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

Collection of Summer 2025 tech internships!

Implementation of paper "Towards a Unified View of Parameter-Efficient Transfer Learning" (ICLR 2022)