Alternatives and similar repositories for transformer_rankers

Users that are interested in transformer_rankers are comparing it to the libraries listed below

• sebastian-hofstaetter / matchmaker
  Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch
  ☆264Updated 2 years ago
• FreddeFrallan / Contrastive-Tension
  State of the art Semantic Sentence Embeddings
  ☆99Updated 3 years ago
• zh-zheng / BERT-QE
  Code and resources for the paper "BERT-QE: Contextualized Query Expansion for Document Re-ranking".
  ☆50Updated 3 years ago
• yueyu1030 / COSINE
  [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…
  ☆204Updated 3 years ago
• Georgetown-IR-Lab / OpenNIR
  An end-to-end neural ad-hoc ranking pipeline.
  ☆151Updated 2 months ago
• capreolus-ir / capreolus
  A toolkit for end-to-end neural ad hoc retrieval
  ☆96Updated last year
• nyu-dl / dl4ir-doc2query
  ☆162Updated 5 years ago
• OctoberChang / X-Transformer
  X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification
  ☆138Updated 4 years ago
• microsoft / MSMARCO-Document-Ranking
  MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …
  ☆128Updated 3 years ago
• castorini / birch
  Document ranking via sentence modeling using BERT
  ☆145Updated 2 years ago
• castorini / duobert
  Multi-stage passage ranking: monoBERT + duoBERT
  ☆112Updated 4 years ago
• salesforce / DocNLI
  ☆68Updated 4 months ago
• neulab / InterpretEval
  Interpretable Evaluation for (Almost) All NLP Tasks
  ☆195Updated 2 years ago
• amzn / trans-encoder
  Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations
  ☆134Updated last month
• uds-lsv / bert-stable-fine-tuning
  On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
  ☆137Updated 2 years ago
• cadobe / bison
  source code of bison
  ☆26Updated 5 years ago
• sf-wa-326 / phrase-bert-topic-model
  ☆87Updated 3 years ago
• canjiali / PARADE
  code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…
  ☆97Updated 2 years ago
• rrmenon10 / ADAPET
  [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training
  ☆153Updated 3 years ago
• studio-ousia / bpr
  Binary Passage Retriever (BPR) - an efficient passage retriever for open-domain question answering
  ☆172Updated 4 years ago
• BinWang28 / SBERT-WK-Sentence-Embedding
  IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models
  ☆180Updated 4 years ago
• Georgetown-IR-Lab / cedr
  Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.
  ☆156Updated 4 years ago
• amazonqa / amazonqa
  Evidence-based QA system for community question answering.
  ☆107Updated 4 years ago
• sebastian-hofstaetter / tas-balanced-dense-retrieval
  SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling
  ☆59Updated 4 years ago
• castorini / anserini-notebooks
  Anserini notebooks
  ☆69Updated 2 years ago
• jingtaozhan / RepBERT-Index
  RepBERT is a competitive first-stage retrieval technique. It represents documents and queries with fixed-length contextualized embeddings…
  ☆66Updated 3 years ago
• IBM / low-resource-text-classification-framework
  Research framework for low resource text classification that allows the user to experiment with classification models and active learning…
  ☆101Updated 3 years ago
• deepampatel / TwinBert
  pytorch implementation of the TwinBert paper
  ☆40Updated 4 years ago
• mawentao277 / CharBERT
  CharBERT: Character-aware Pre-trained Language Model (COLING2020)
  ☆121Updated 4 years ago
• castorini / bertserini
  BERTserini
  ☆26Updated 2 years ago