castorini / birch
Document ranking via sentence modeling using BERT
☆143Updated last year
Related projects ⓘ
Alternatives and complementary repositories for birch
- Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.☆155Updated 4 years ago
- Multi-stage passage ranking: monoBERT + duoBERT☆112Updated 3 years ago
- ☆161Updated 4 years ago
- Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"☆162Updated 4 years ago
- A library to conduct ranking experiments with transformers.☆161Updated last year
- An end-to-end neural ad-hoc ranking pipeline.☆150Updated 7 months ago
- Dataset for the Emerging & Novel Entity NER task (WNUT '17)☆111Updated 2 years ago
- ☆476Updated 2 years ago
- Exploring the simple sentence similarity measurements using word embeddings☆100Updated 3 months ago
- Cross-Lingual Alignment of Contextual Word Embeddings☆98Updated 4 years ago
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆177Updated 3 years ago
- architectures and pre-trained models for long document classification.☆154Updated 3 years ago
- ACL 2019: Zero-shot Word Sense Disambiguation using Sense Definition Embedding☆75Updated 3 months ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆176Updated 3 months ago
- Automatically extracting keyphrases that are salient to the document meanings is an essential step to semantic document understanding. An…☆155Updated last year
- A toolkit for end-to-end neural ad hoc retrieval☆95Updated 3 months ago
- Overview of venues, research themes and datasets relevant for conversational search.☆142Updated 2 years ago
- We summarize the summarization papers presented at major conferences (starting with ACL 2019)☆85Updated 5 years ago
- This repo provides code and data used in our TANDA paper.☆108Updated 2 months ago
- ☆139Updated 3 years ago
- Official implementation of our ICLR 2018 and SIGIR 2019 papers on Context-aware Neural Information Retrieval☆119Updated 4 years ago
- Keyphrase Generation☆217Updated last year
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- Framework to learn Named Entity Recognition models without labelled data using weak supervision.☆124Updated 3 years ago
- An implementation of a full named-entity evaluation metrics based on SemEval'13 Task 9 - not at tag/token level but considering all the t…☆217Updated 4 months ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆97Updated last year
- Evidence-based QA system for community question answering.☆103Updated 3 years ago
- ☆178Updated 5 years ago
- Massively Multilingual Transfer for NER☆85Updated 3 years ago