castorini / rank_llm
RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
☆352Updated last week
Related projects ⓘ
Alternatives and complementary repositories for rank_llm
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆527Updated 8 months ago
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆197Updated 6 months ago
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆134Updated 10 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆462Updated last month
- Guideline following Large Language Model for Information Extraction☆313Updated 3 weeks ago
- Generative Representational Instruction Tuning☆567Updated this week
- Automated Evaluation of RAG Systems☆486Updated 2 weeks ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆116Updated last month
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆589Updated last year
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆183Updated 7 months ago
- Corrective Retrieval Augmented Generation☆298Updated last month
- Tevatron - A flexible toolkit for neural retrieval research and development.☆530Updated last month
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆685Updated last year
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆308Updated 5 months ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆451Updated last year
- ☆265Updated 11 months ago
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆328Updated this week
- Inquisitive Parrots for Search☆179Updated 8 months ago
- Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"☆176Updated 3 weeks ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆168Updated 3 months ago
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆207Updated this week
- AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆106Updated last month
- Build Text Rerankers with Deep Language Models☆251Updated 9 months ago
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆386Updated 9 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆101Updated last month
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆488Updated this week
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆240Updated last year
- Scalable training for dense retrieval models.☆271Updated last year
- ☆334Updated 11 months ago
- Deita: Data-Efficient Instruction Tuning for Alignment [ICLR2024]☆500Updated 6 months ago