Alternatives and similar repositories for awesome-pretrained-models-for-information-retrieval

Users that are interested in awesome-pretrained-models-for-information-retrieval are comparing it to the libraries listed below

• caiyinqiong / Semantic-Retrieval-Models
  A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…
  ☆327Updated 2 years ago
• gabriben / awesome-generative-information-retrieval
  ☆701Updated 4 months ago
• texttron / tevatron
  Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.
  ☆691Updated 3 weeks ago
• RUCAIBox / DenseRetrieval
  ☆214Updated 2 years ago
• facebookresearch / FiD
  Fusion-in-Decoder
  ☆583Updated last year
• luyug / Reranker
  Build Text Rerankers with Deep Language Models
  ☆262Updated last year
• castorini / docTTTTTquery
  docTTTTTquery document expansion model
  ☆368Updated 2 years ago
• facebookresearch / contriever
  Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning
  ☆754Updated 2 years ago
• allenai / ir_datasets
  Provides a common interface to many IR ranking datasets.
  ☆365Updated 2 months ago
• castorini / pygaggle
  a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini
  ☆350Updated last year
• sunnweiwei / RankGPT
  Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
  ☆632Updated last year
• microsoft / ANCE
  A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks
  ☆376Updated 2 years ago
• microsoft / MSMARCO-Passage-Ranking
  MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …
  ☆329Updated 2 years ago
• princeton-nlp / DensePhrases
  [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…
  ☆605Updated 3 years ago
• facebookresearch / atlas
  Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…
  ☆547Updated last year
• castorini / pyserini
  Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.
  ☆1,922Updated last week
• facebookresearch / DPR
  Dense Passage Retriever - is a set of tools and models for open domain Q&A task.
  ☆1,829Updated 2 years ago
• thunlp / OpenMatch
  An Open-Source Package for Information Retrieval.
  ☆446Updated 2 years ago
• staoxiao / RetroMAE
  Codebase for RetroMAE and beyond.
  ☆265Updated last year
• RUC-NLPIR / LLM4IR-Survey
  This is the repo for the survey of LLM4IR.
  ☆504Updated 11 months ago
• facebookresearch / SEAL
  Search Engines with Autoregressive Language models
  ☆291Updated 2 years ago
• luyug / Condenser
  EMNLP 2021 - Pre-training architectures for dense retrieval
  ☆253Updated 3 years ago
• solidsea98 / Neural-Corpus-Indexer-NCI
  ☆169Updated last year
• ryanzhumich / Contrastive-Learning-NLP-Papers
  Paper List for Contrastive Learning for Natural Language Processing
  ☆562Updated 2 years ago
• cvangysel / pytrec_eval
  pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.
  ☆328Updated last year
• ArvinZhuang / DSI-transformers
  A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"
  ☆173Updated 3 years ago
• Muennighoff / sgpt
  SGPT: GPT Sentence Embeddings for Semantic Search
  ☆870Updated last year
• ielab / llm-rankers
  Document Ranking with Large Language Models.
  ☆183Updated 3 months ago
• facebookresearch / dpr-scale
  Scalable training for dense retrieval models.
  ☆299Updated 2 months ago
• xlang-ai / UnifiedSKG
  [EMNLP 2022] Unifying and multi-tasking structured knowledge grounding with language models
  ☆563Updated 2 years ago