g8a9 / ferretLinks
A python package for benchmarking interpretability techniques on Transformers.
☆213Updated 8 months ago
Alternatives and similar repositories for ferret
Users that are interested in ferret are comparing it to the libraries listed below
Sorting:
- Weakly Supervised End-to-End Learning (NeurIPS 2021)☆157Updated 2 years ago
- A library to synthesize text datasets using Large Language Models (LLM)☆152Updated 2 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆203Updated 2 years ago
- Code associated with the paper "Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists"☆49Updated 3 years ago
- [DEPRECATED] Adapt Transformer-based language models to new text domains☆87Updated last year
- Annotated corpus + evaluation metrics for text anonymisation☆57Updated last year
- Collection of NLP model explanations and accompanying analysis tools☆144Updated 2 years ago
- Few-shot Named Entity Recognition☆123Updated 3 years ago
- just a bunch of useful embeddings for scikit-learn pipelines☆500Updated 3 months ago
- A monolingual and cross-lingual meta-embedding generation and evaluation framework☆80Updated 3 years ago
- TimeLMs: Diachronic Language Models from Twitter☆108Updated last year
- A python package to run inference with HuggingFace language and vision-language checkpoints wrapping many convenient features.☆27Updated 9 months ago
- Course for Interpreting ML Models☆52Updated 2 years ago
- Augmenty is an augmentation library based on spaCy for augmenting texts.☆156Updated last year
- Self-training with Weak Supervision (NAACL 2021)☆160Updated last year
- Semantically Structured Sentence Embeddings☆66Updated 8 months ago
- Enabling easy statistical significance testing for deep neural networks.☆335Updated 11 months ago
- A Python library aimed at dissecting and augmenting NER training data.☆58Updated 2 years ago
- ☆138Updated last year
- Explainable Zero-Shot Topic Extraction☆62Updated 10 months ago
- SPEAR: Programmatically label and build training data quickly.☆107Updated last year
- 💫 SpaCy wrapper for ConceptNet 💫☆94Updated last year
- Creating class-based TF-IDF matrices☆84Updated 2 years ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a docum…☆263Updated 7 months ago
- A PyTorch-based open-source framework that provides methods for improving the weakly annotated data and allows researchers to efficiently…☆108Updated 9 months ago
- Active Learning for Text Classification in Python☆618Updated this week
- Repository collecting resources and best practices to improve experimental rigour in deep learning research.☆27Updated 2 years ago
- A curated list of programmatic weak supervision papers and resources☆190Updated 2 years ago
- SummVis is an interactive visualization tool for text summarization.☆253Updated 3 years ago
- A spaCy custom component that extracts and normalizes temporal expressions☆54Updated 2 years ago