AdeDZY / DeepCT
DeepCT and HDCT uses BERT to generate novel, context-aware bag-of-words term weights for documents and queries.
☆320Updated 4 years ago
Alternatives and similar repositories for DeepCT:
Users that are interested in DeepCT are comparing it to the libraries listed below
- ☆479Updated 3 years ago
- Multi-stage passage ranking: monoBERT + duoBERT☆112Updated 4 years ago
- Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.☆156Updated 4 years ago
- Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"☆162Updated 5 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆371Updated last year
- ☆166Updated 2 years ago
- ☆162Updated 4 years ago
- WSDM'2021, PROP and SIGIR'2021,B-PROP☆112Updated last year
- NAACL2021 - COIL Contextualized Lexical Retriever☆153Updated 3 years ago
- ☆278Updated 4 years ago
- ☆449Updated 2 years ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆97Updated 2 years ago
- K-NRM: End-to-End Neural Ad-hoc Ranking with Kernel Pooling☆200Updated 7 years ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Re…☆323Updated last year
- An Open-Source Package for Information Retrieval.☆448Updated 2 years ago
- An unofficial implementation of Poly-encoder (Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate …☆249Updated last year
- EMNLP 2021 - Pre-training architectures for dense retrieval☆250Updated 3 years ago
- Facilitating the design, comparison and sharing of deep text matching models.☆498Updated last year
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆533Updated 3 years ago
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆121Updated 4 years ago
- Keyphrase Generation☆219Updated last year
- EMNLP'19: Bridging the Gap between Relevance Matching and Semantic Matching for Short Text Similarity Modeling☆77Updated 2 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆215Updated 2 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- [ACL 2020] DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering☆120Updated last year
- ☆218Updated 5 years ago
- Entity-Duet Neural Ranking Model☆152Updated 3 years ago
- Resources for the MRQA 2019 Shared Task☆294Updated 3 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆172Updated 2 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆262Updated 2 years ago