CogComp / Benchmarking-Zero-shot-Text-Classification
Code for EMNLP2019 paper : "Benchmarking zero-shot text classification: datasets, evaluation and entailment approach"
☆18Updated 2 years ago
Alternatives and similar repositories for Benchmarking-Zero-shot-Text-Classification:
Users that are interested in Benchmarking-Zero-shot-Text-Classification are comparing it to the libraries listed below
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs…☆20Updated 3 years ago
- ☆18Updated 4 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"☆43Updated 2 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆34Updated 2 years ago
- Code for "Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning" published at AC…☆23Updated 2 years ago
- This repo is our code and dataset for paper De-biasing Distantly Supervised Named Entity Recognition via Causal Intervention.☆14Updated 3 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30Updated 3 years ago
- Train, Test and Dev Splits for our AAAI'18 Paper☆16Updated 6 years 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
- Repository for ACL 2020 paper: "Multi-Sentence Argument Linking"☆29Updated last year
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings☆19Updated 3 years ago
- Learning Latent Forests for Medical Relation Extraction (authors' PyTorch implementation for the IJCAI20 paper)☆25Updated 4 years ago
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆30Updated 3 years ago
- An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)☆61Updated 3 years ago
- ☆18Updated 2 years ago
- “Data Augmentation for Cross-Domain Named Entity Recognition” (EMNLP 2021)☆20Updated 2 years ago
- knowledge graph population in low resource conditions☆38Updated 4 years ago
- Code for our NAACL-2021 paper "Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models".☆24Updated 3 years ago
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆43Updated 2 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
- The codes for our ACL'22 paper: PRBOOST: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning.☆34Updated 2 years ago
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆34Updated 4 years ago
- ☆29Updated 2 years ago
- ☆10Updated 3 years ago
- Information extraction dataset zoo.☆43Updated 2 years ago
- ☆20Updated last year
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Updated 2 years ago
- The implementation of the ACL 2020 paper "Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks"☆24Updated 6 months ago