GradCache. Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint
444Reranker. Build Text Rerankers with Deep Language Models
265Condenser. EMNLP 2021 - Pre-training architectures for dense retrieval
256COIL. NAACL2021 - COIL Contextualized Lexical Retriever
158GC-DPR. Train Dense Passage Retriever (DPR) with a single GPU
136magix. Supercharge huggingface transformers with model parallelism.
77Dense. A toolkit for building dense retrievers with deep language models.
63mores_plus. Python
13MORES.
10MSMARCO-Document-Ranking. MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, and passage/document ranking
1ictir20-distill.
1MSMARCO-Document-Ranking-Submissions. Submission archive for the MS MARCO document ranking leaderboard
1transformers. 🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
1tesseract. Tesseract Open Source OCR Engine (main repository)
1MSMARCO. Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET
1fairseq. Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
1MSMARCO-Document-Ranking-Archive. Official MS MARCO Document Ranking Leaderboard and Submission Archive
1DecSDE.
1bertviz. Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)
1SIGIR19-BERT-IR. Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"
1detr. End-to-End Object Detection with Transformers
1luyug.github.io. Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
1