styfeng / DataAug4NLP
Collection of papers and resources for data augmentation for NLP.
☆828Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for DataAug4NLP
- [ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723☆721Updated 2 years ago
- Paper List for Contrastive Learning for Natural Language Processing☆540Updated last year
- ACL2020 Tutorial: Open-Domain Question Answering☆837Updated 3 years ago
- NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations☆777Updated 6 months ago
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆526Updated 3 years ago
- Interpretable Evaluation for AI Systems☆361Updated last year
- ☆344Updated 3 years ago
- ☆294Updated last year
- Data augmentation for NLP, presented at EMNLP 2019☆1,600Updated last year
- TextAugment: Text Augmentation Library☆402Updated 9 months ago
- Officially supported AllenNLP models☆528Updated last year
- Autoregressive Entity Retrieval☆764Updated last year
- Code for using and evaluating SpanBERT.☆891Updated last year
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,097Updated 2 months ago
- ☆394Updated 3 years ago
- Code and source for paper ``How to Fine-Tune BERT for Text Classification?``☆618Updated 3 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆389Updated last year
- ☆454Updated 3 years ago
- [ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.o…☆605Updated 2 years ago
- Multimodal model for text and tabular data with HuggingFace transformers as building block for text data☆590Updated 3 weeks ago
- ICML'2022: NLP From Scratch Without Large-Scale Pretraining: A Simple and Efficient Framework☆257Updated 10 months ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆333Updated 11 months ago
- LUKE -- Language Understanding with Knowledge-based Embeddings☆705Updated last year
- Materials for ACL-2022 tutorial: Knowledge-Augmented Methods for Natural Language Processing☆288Updated 2 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆661Updated last year
- BLEURT is a metric for Natural Language Generation based on transfer learning.☆697Updated last year
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆353Updated 4 years ago
- Github repo with tutorials to fine tune transformers for diff NLP tasks☆820Updated 7 months ago
- Prefix-Tuning: Optimizing Continuous Prompts for Generation☆896Updated 6 months ago
- An Exhaustive Paper List for Text Summarization☆501Updated 4 years ago