HansiZeng / CL-DRDLinks
[SIGIR 2022] The official repo for the paper "Curriculum Learning for Dense Retrieval Distillation".
☆23Updated 3 years ago
Alternatives and similar repositories for CL-DRD
Users that are interested in CL-DRD are comparing it to the libraries listed below
Sorting:
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- CIKM'21: JPQ substantially improves the efficiency of Dense Retrieval with 30x compression ratio, 10x CPU speedup and 2x GPU speedup.☆53Updated 3 years ago
- WSDM'22 Best Paper: Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval☆120Updated last year
- RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…☆66Updated 3 years ago
- Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge Distillation☆113Updated 4 years ago
- Code and data of the EMNLP 2022 Main Conference paper "Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Nega…☆18Updated last year
- SIGIR 2022: GERE: Generative Evidence Retrieval for Fact Verification☆20Updated 3 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆59Updated 4 years ago
- Source code of CIKM2021 Paper 'Pre-training for Ad-hoc Retrieval: Hyperlink is Also You Need'☆16Updated 4 years ago
- SIGIR'2022, Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction☆27Updated 2 years ago
- Collections of IR Research☆37Updated 4 months ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆253Updated 3 years ago
- A curated list of awesome papers related to generative retrieval models.☆50Updated 2 years ago
- ☆24Updated 2 years ago
- An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsuper…☆47Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆154Updated 4 years ago
- CIKM 2022: CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks☆34Updated 3 years ago
- The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…☆121Updated 2 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆111Updated 2 years ago
- Code for paper Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval, Accepted by ACL2022 Main Conference, Long Paper☆30Updated 3 years ago
- ☆38Updated 2 years ago
- Code of ACL 2022 paper Debiased Contrastive Learning of Unsupervised Sentence Representations☆31Updated 3 years ago
- A huggingface transformers implementation of "Transformer Memory as a Differentiable Search Index"☆171Updated 3 years ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆101Updated 2 years ago
- ☆58Updated 4 years ago
- ☆67Updated 3 years ago
- ☆38Updated 4 years ago
- ☆24Updated 11 months ago
- An benchmark dataset for personalized product search built on Amazon review data☆50Updated 5 years ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆58Updated last year