Guzpenha / transformer_rankers
A library to conduct ranking experiments with transformers.
☆161Updated last year
Related projects ⓘ
Alternatives and complementary repositories for transformer_rankers
- ☆161Updated 4 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆261Updated last year
- Multi-stage passage ranking: monoBERT + duoBERT☆112Updated 3 years ago
- Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.☆155Updated 4 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆201Updated 2 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆132Updated 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☆108Updated 3 years ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆97Updated last year
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆58Updated 3 years ago
- Document ranking via sentence modeling using BERT☆143Updated last year
- State of the art Semantic Sentence Embeddings☆98Updated 2 years ago
- A toolkit for end-to-end neural ad hoc retrieval☆95Updated 3 months ago
- An end-to-end neural ad-hoc ranking pipeline.☆150Updated 7 months ago
- Overview of venues, research themes and datasets relevant for conversational search.☆142Updated 2 years ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆126Updated 2 years ago
- Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering☆168Updated 3 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆153Updated 2 years ago
- NAACL2021 - COIL Contextualized Lexical Retriever☆149Updated 3 years ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆123Updated 2 years ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆243Updated 2 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆168Updated last year
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆100Updated last year
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆106Updated 3 years ago
- ☆67Updated 3 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆363Updated last year
- Anserini notebooks☆69Updated last year
- Master thesis with code investigating methods for incorporating long-context reasoning in low-resource languages, without the need to pre…☆32Updated 3 years ago
- Fork of huggingface/pytorch-pretrained-BERT for BERT on STILTs☆106Updated 2 years ago
- Code and data to support the paper "PAQ 65 Million Probably-Asked Questions andWhat You Can Do With Them"☆202Updated 3 years ago