☆263Dec 10, 2019Updated 6 years ago
Alternatives and similar repositories for interpretability-literature
Users that are interested in interpretability-literature are comparing it to the libraries listed below
Sorting:
- [ACL 20] Probing Linguistic Features of Sentence-level Representations in Neural Relation Extraction☆13Apr 21, 2020Updated 5 years ago
- Code accompanying the paper "Knowledge Base Completion Meets Transfer Learning"☆15Feb 21, 2024Updated 2 years ago
- Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA☆722Oct 16, 2019Updated 6 years ago
- A collection of resources to study Transformers in depth.☆565Nov 25, 2023Updated 2 years ago
- Agents that build knowledge graphs and explore textual worlds by asking questions☆79Aug 9, 2023Updated 2 years ago
- curated collection of papers for the nlp practitioner 📖👩🔬☆1,072Aug 5, 2020Updated 5 years ago
- ☆11May 26, 2020Updated 5 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆200Dec 2, 2020Updated 5 years ago
- ☆27Jun 12, 2023Updated 2 years ago
- Layerwise Relevance Visualization in Convolutional Text Graph Classifiers☆12Jun 2, 2021Updated 4 years ago
- A unified framework of perturbation and gradient-based attribution methods for Deep Neural Networks interpretability. DeepExplain also in…☆762Aug 25, 2020Updated 5 years ago
- H2O.ai Machine Learning Interpretability Resources☆491Dec 12, 2020Updated 5 years ago
- NLP library designed for reproducible experimentation management☆294Jul 25, 2024Updated last year
- Papers & presentation materials from Hugging Face's internal science day☆2,052Oct 31, 2020Updated 5 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆69Oct 23, 2020Updated 5 years ago
- The website for the CMU Language Technologies Institute low resource NLP bootcamp 2020☆606Jun 4, 2020Updated 5 years ago
- Hyperparameter Search for AllenNLP☆140Mar 6, 2025Updated last year
- Enso: An Open Source Library for Benchmarking Embeddings + Transfer Learning Methods☆96Jan 15, 2021Updated 5 years ago
- Must-read Papers on pre-trained language models.☆3,362Nov 6, 2022Updated 3 years ago
- PyTorch Tutorials for NLP with Deep Learning☆17Mar 21, 2020Updated 5 years ago
- Official repository of "Efficient and Effective Query Expansion for Web Search", Short Paper @ CIKM 2018☆15Nov 17, 2019Updated 6 years ago
- CLEARumor: ConvoLving ELMo against Rumors☆11Jul 25, 2024Updated last year
- ☆113Nov 21, 2022Updated 3 years ago
- End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)☆49Jul 17, 2019Updated 6 years ago
- PyTorch implementation of A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text (EMNLP 2019)☆48Feb 16, 2020Updated 6 years ago
- This repository contains code for the paper "Uncertainty Estimation and Calibration with Finite-State Probabilistic RNNs" (Wang, Lawrence…☆17Mar 8, 2021Updated 4 years ago
- Getting interpretable dimensions in word embedding spaces.☆15Jul 6, 2023Updated 2 years ago
- Explanation-centered inference for question answering☆16Feb 7, 2018Updated 8 years ago
- ☆16Oct 29, 2019Updated 6 years ago
- Scripts to train a bidirectional LSTM with knowledge distillation from BERT☆159Nov 21, 2019Updated 6 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆786Mar 24, 2023Updated 2 years ago
- Scikit-learn style model finetuning for NLP☆720Oct 21, 2025Updated 4 months ago
- A tool for holistic analysis of language generations systems☆471Sep 22, 2025Updated 5 months ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,050Jan 9, 2024Updated 2 years ago
- EMNLP 2019: CaRe: Open Knowledge Graph Embeddings☆38Jul 6, 2023Updated 2 years ago
- Create interactive textual heat maps for Jupiter notebooks☆196May 30, 2024Updated last year
- MinScIE is an Open Information Extraction system which provides structured knowledge enriched with semantic information about citations.☆15Jun 9, 2019Updated 6 years ago
- "Deriving Machine Attention from Human Rationales" EMNLP 2018☆27Feb 15, 2019Updated 7 years ago
- Jupyter notebook widget to quickly label text data☆47Jan 30, 2019Updated 7 years ago