Interpretable Evaluation for (Almost) All NLP Tasks
☆195Sep 22, 2025Updated 5 months ago
Alternatives and similar repositories for InterpretEval
Users that are interested in InterpretEval are comparing it to the libraries listed below
Sorting:
- Robustness Gym is an evaluation toolkit for machine learning.☆445Jun 28, 2022Updated 3 years ago
- Interpretable Evaluation for AI Systems☆366Mar 10, 2023Updated 2 years ago
- Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"☆28Oct 3, 2021Updated 4 years ago
- SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in c…☆359Feb 22, 2022Updated 4 years ago
- CrossWeigh: Training Named Entity Tagger from Imperfect Annotations☆176Jul 25, 2024Updated last year
- Brave is a simple visualisation library for NLP information extraction, built on top of embedded BRAT.☆15Dec 25, 2019Updated 6 years ago
- Combining encoder-based language models☆11Nov 11, 2021Updated 4 years ago
- Hyperparameter Search for AllenNLP☆140Mar 6, 2025Updated 11 months ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆200Dec 2, 2020Updated 5 years ago
- Implementation of Nested Named Entity Recognition using Flair☆24Oct 29, 2021Updated 4 years ago
- Library for Knowledge Intensive Language Tasks☆967Mar 31, 2022Updated 3 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆392Feb 8, 2022Updated 4 years ago
- Trankit is a Light-Weight Transformer-based Python Toolkit for Multilingual Natural Language Processing☆789Jul 22, 2025Updated 7 months ago
- A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)☆1,176Aug 28, 2024Updated last year
- ☆13Mar 1, 2022Updated 4 years ago
- A text augmentation tool for named entity recognition.☆54Jul 22, 2021Updated 4 years ago
- NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT☆234Jun 7, 2023Updated 2 years ago
- ☆75Jul 2, 2021Updated 4 years ago
- FastFormers - highly efficient transformer models for NLU☆709Mar 21, 2025Updated 11 months ago
- Beyond Accuracy: Behavioral Testing of NLP models with CheckList☆2,050Jan 9, 2024Updated 2 years ago
- Understanding the Difficulty of Training Transformers☆332May 31, 2022Updated 3 years ago
- Explicit Alignment Objectives for Multilingual Bidirectional Encoders☆14Apr 14, 2021Updated 4 years ago
- QED: A Framework and Dataset for Explanations in Question Answering☆119Aug 3, 2021Updated 4 years ago
- EMNLP 2021 Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections☆52Sep 15, 2021Updated 4 years ago
- A highly sophisticated sequence-to-sequence model for code generation☆40Jul 1, 2021Updated 4 years ago
- LAnguage Model Analysis☆1,390Jul 7, 2024Updated last year
- ☆104Jan 14, 2021Updated 5 years ago
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆291Jun 2, 2021Updated 4 years ago
- Minimal code to train ELMo models in recent versions of TensorFlow☆14Apr 30, 2023Updated 2 years ago
- Awesome Neural Adaptation in Natural Language Processing. A curated list. https://arxiv.org/abs/2006.00632☆265Jul 9, 2021Updated 4 years ago
- KnowBert -- Knowledge Enhanced Contextual Word Representations☆376Jun 2, 2020Updated 5 years ago
- Implementation, trained models and result data for the paper "Aspect-based Document Similarity for Research Papers" #COLING2020☆63Apr 30, 2024Updated last year
- Code for ACL2021 paper: "GLGE: A New General Language Generation Evaluation Benchmark"☆57Oct 26, 2022Updated 3 years ago
- Code for ACL '19 paper: Towards Improving Neural Named Entity Recognition with Gazetteers☆32Jul 2, 2021Updated 4 years ago
- The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic …☆3,634Feb 20, 2026Updated last week
- This repository contains the code for "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Representations".☆64Aug 13, 2020Updated 5 years ago
- pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference☆61Dec 8, 2022Updated 3 years ago
- TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs…☆3,364Jul 10, 2025Updated 7 months ago
- jiant is an nlp toolkit☆1,674Jul 6, 2023Updated 2 years ago