23 results found Sort:

PaddlePaddle
RocketQA PaddlePaddle
127
772
apache-2.0
19
🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.
nlp dense-retrieval question-answering information-retrieval
Created 2021-09-07
51 commits to main branch, last one 2 years ago
ict-bigdatalab
awesome-pretrained-models-for-information-retrieval ict-bigdatalab
48
646
unknown
21
A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).
reranking web-search bert-for-ir dense-retrieval pretraining-for-ir pretrain-for-search information-retrieval pretrained-language-models
Created 2020-11-25
100 commits to main branch, last one 11 months ago
nomic-ai
contrastors nomic-ai
41
554
apache-2.0
12
Train Models Contrastively in Pytorch
rag pytorch embeddings multimodal transformers deep-learning multimodal-rag dense-retrieval text-embeddings image-embeddings contrastive-learning
Created 2024-01-30
37 commits to main branch, last one 3 months ago
texttron
tevatron texttron
101
543
apache-2.0
11
Tevatron - A flexible toolkit for neural retrieval research and development.
dpr jax flax pytorch transformer dense-retrieval question-answering information-retrieval
Created 2021-09-09
283 commits to main branch, last one 25 days ago
SeanLee97
AnglE SeanLee97
34
501
mit
10
Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard
llm rag sts mteb llama llama2 text2vec embeddings text-vector stsbenchmark text-embedding dense-retrieval sentence-vector text-similarity sentence-embedding semantic-similarity sentence-embeddings information-retrieval semantic-textual-similarity retrieval-augmented-generation
Created 2023-10-17
309 commits to main branch, last one 21 days ago
texttron
hyde texttron
33
462
unknown
5
HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels
zeroshot dense-retrieval large-language-models
Created 2022-12-19
7 commits to main branch, last one 15 days ago
caiyinqiong
Semantic-Retrieval-Models caiyinqiong
27
319
unknown
18
A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).
nlp paper-list dense-retrieval semantic-retrieval information-retrieval
Created 2020-10-06
89 commits to main branch, last one about a year ago
luyug
Condenser luyug
23
244
apache-2.0
6
EMNLP 2021 - Pre-training architectures for dense retrieval
bert pytorch transformer dense-retrieval
Created 2021-04-18
14 commits to main branch, last one 2 years ago
AmenRa
retriv AmenRa
23
194
mit
10
A Python Search Engine for Humans 🥸
bm25 numba search tf-idf search-engine dense-retrieval semantic-search hybrid-retrieval sparse-retrieval information-retrieval search-engine-optimization
Created 2022-11-16
44 commits to main branch, last one about a year ago
Alibaba-NLP
Multi-CPR Alibaba-NLP
18
174
unknown
3
[SIGIR 2022] Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval
dataset pytorch text-ranking dense-retrieval passage-ranking passage-retrieval question-answering
Created 2022-03-03
12 commits to main branch, last one about a year ago
luyug
GC-DPR luyug
20
128
other
3
Train Dense Passage Retriever (DPR) with a single GPU
dpr pytorch retrieval single-gpu deep-learning dense-retrieval memory-efficient question-answering
Created 2021-01-19
8 commits to main branch, last one 3 years ago
jingtaozhan
RepCONC jingtaozhan
13
118
mit
4
WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval
efficiency neural-ranking dense-retrieval product-quantization information-retrieval
Created 2021-10-12
52 commits to main branch, last one 2 years ago
microsoft
SimXNS microsoft
11
110
mit
7
SimXNS is a research project for information retrieval. This repo contains official implementations by MSRA NLC team.
dense-retrieval negative-sampling pretraining-for-ir information-retrieval decision-time-planning knowledge-distillation natural-language-processing
Created 2022-11-16
32 commits to main branch, last one 11 months ago
ml4bio
Dense-Homolog-Retrieval ml4bio
4
96
bsd-3-clause
4
Nature Biotechnology: Ultra-fast, sensitive detection of protein remote homologs using deep dense retrieval
protein alphafold dense-retrieval homology-search msa-construction protein-language-model protein-structure-prediction
Created 2022-10-16
15 commits to main branch, last one 3 months ago
DevSinghSachan
art DevSinghSachan
4
63
other
3
Code and models for the paper "Questions Are All You Need to Train a Dense Passage Retriever (TACL 2023)"
beir zero-shot dense-retrieval natural-questions information-retrieval unsupervised-retrieval
Created 2022-09-15
45 commits to main branch, last one about a year ago
jingtaozhan
disentangled-retriever jingtaozhan
5
59
mit
2
An easy-to-use python toolkit for flexibly adapting various neural ranking models to any target domain.
splade colbert unicoil reranker neural-ranking dense-retrieval domain-adaption
Created 2022-08-10
63 commits to main branch, last one 2 years ago
sebastian-hofstaetter
tas-balanced-dense-retrieval sebastian-hofstaetter
5
58
apache-2.0
2
SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
dpr dense-retrieval knowledge-distillation
Created 2021-04-14
4 commits to main branch, last one 3 years ago
McGill-NLP
topiocqa McGill-NLP
6
52
other
5
Code and data for reproducing baselines for TopiOCQA, an open-domain conversational question-answering dataset
deep-learning dense-retrieval conversational-ai question-answering reading-comprehension natural-language-processing
Created 2021-10-04
61 commits to main branch, last one about a year ago
OpenMatch
COCO-DR OpenMatch
4
50
mit
4
[EMNLP 2022] This is the code repo for our EMNLP‘22 paper "COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning".
nlp bert zero-shot transformer dense-retrieval distributionally zero-shot-retrieval contrastive-learning information-retrieval distributionally-robust pretrained-language-model
Created 2022-10-26
30 commits to main branch, last one about a year ago
jingtaozhan
JPQ jingtaozhan
11
50
mit
1
CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.
pytorch efficiency web-search compression deep-learning dense-retrieval product-quantization information-retrieval
Created 2021-07-31
30 commits to main branch, last one 2 years ago
TryMoreGroup
TryMore-PaperReading TryMoreGroup
1
37
unknown
2
揣摩研习社关注自然语言和信息检索前沿技术，解读热门科技论文，分享实用科研工具，挖掘人工智能冰山之下的学术和应用价值！
multi-modal language-model dense-retrieval dialogue-generation natural-language-processing
Created 2022-04-12
27 commits to main branch, last one 2 years ago
voidism
EAR voidism
2
35
unknown
1
Code for the ACL 2023 long paper - Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering
bm25 retrieval open-domain-qa dense-retrieval query-expansion question-answering
Created 2023-05-04
5 commits to main branch, last one about a year ago
PrithivirajDamodaran
SPLADERunner PrithivirajDamodaran
2
29
unknown
3
Lite weight wrapper for the independent implementation of SPLADE++ models for search & retrieval pipelines. Models and Library created by Prithivi Da, For PRs and Collaboration checkout the readme.
splade hybrid-search vector-search spladeplusplus dense-retrieval semantic-search sparse-retrieval sparse-representations
Created 2023-12-23
45 commits to main branch, last one 3 months ago