yanzhangnlp / IS-BERT
An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)
☆61Updated 3 years ago
Alternatives and similar repositories for IS-BERT:
Users that are interested in IS-BERT are comparing it to the libraries listed below
- Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"☆43Updated 2 years ago
- [ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling☆71Updated 2 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆56Updated 3 years ago
- [NAACL'22] TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning☆93Updated 2 years ago
- Code for our NAACL-2021 paper "Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models".☆24Updated 3 years ago
- DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings☆19Updated 3 years ago
- ☆78Updated 2 years ago
- Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)☆30Updated 2 years ago
- ReConsider is a re-ranking model that re-ranks the top-K (passage, answer-span) predictions of an Open-Domain QA Model like DPR (Karpukhi…☆49Updated 3 years ago
- Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)☆56Updated 2 years ago
- Source code for ICLR 2021 paper : Pre-training Text-to-Text Transformers for Concept-Centric Common Sense☆27Updated 3 years ago
- Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.☆28Updated 5 months ago
- Code to create pre-training data for a span selection pre-training task inspired by reading comprehension and an effort to avoid encoding…☆30Updated 2 years ago
- “Data Augmentation for Cross-Domain Named Entity Recognition” (EMNLP 2021)☆20Updated 2 years ago
- Code for paper Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval, Accepted by ACL2022 Main Conference, Long Paper☆30Updated 2 years ago
- [EMNLP 2021] PyTorch Implementation of Contrastive Domain Adaptation for Question Answering using Limited Text Corpora☆14Updated last year
- Source code of the paper "Do Syntax Trees Help Pre-trained Transformers Extract Information?" (EACL 2021)☆75Updated 3 years ago
- An easy-to-use tool for phrase encoding and topic mining (unsupervised aspect extraction); Code base for ACL 2022 paper, UCTopic: Unsuper…☆43Updated last year
- ☆42Updated 4 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆63Updated 3 years ago
- Code for our paper "Leveraging Document-Level Label Consistency for Named Entity Recognition" and "Uncertainty-Aware Sequence Labeling"☆19Updated 2 years ago
- ☆21Updated 3 years ago
- Lexically constrained text generation with CBART.☆48Updated 2 years ago
- ☆46Updated 4 years ago
- ☆66Updated 3 years ago
- Code for the ACL 2022 paper "Contextual Representation Learning beyond Masked Language Modeling"☆33Updated 2 years ago
- The source code for the Cutoff data augmentation approach proposed in this paper: "A Simple but Tough-to-Beat Data Augmentation Approach …☆62Updated 4 years ago
- ☆67Updated 3 years ago
- The implementation of the paper "Harvesting and Refining Question-Answer Pairs for Unsupervised QA"☆33Updated 4 years ago
- Code for "Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!", EMNLP 2020☆22Updated 3 years ago