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13 search results found

Deep Learning Drizzle ⭐ 10,767

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

Transformers Interpret ⭐ 1,090

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Awesome Open Data Centric Ai ⭐ 630

Curated list of open source tooling for data-centric AI on unstructured data.

Datascience_artificialintelligence_utils ⭐ 369

Examples of Data Science projects and Artificial Intelligence use-cases

Automated Fact Checking Resources ⭐ 303

Links to conference/journal publications in automated fact-checking (resources for the TACL22/EMNLP23 paper).

Interpretability for sequence generation models 🐛 🔍

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

A Python library that encapsulates various methods for neuron interpretation and analysis in Deep NLP models.

Essential NLP & ML, short & fast pure Python code

ExpMRC: Explainability Evaluation for Machine Reading Comprehension

In the wild extraction of entities that are found using Flair and displayed using a very elegant front-end.

Helping AI practitioners better understand their datasets and models in text classification. From ServiceNow.

XAI based human-in-the-loop framework for automatic rule-learning.

WikiWhy is a new benchmark for evaluating LLMs' ability to explain between cause-effect relationships. It is a QA dataset containing 9000+ "why" question-answer-rationale triplets.

Finding semantically meaningful and accurate prompts.

Biaslyze ⭐ 28

The NLP Bias Identification Toolkit

Bert_attn_viz ⭐ 25

Visualize BERT's self-attention layers on text classification tasks

MERLIN is a global, model-agnostic, contrastive explainer for any tabular or text classifier. It provides contrastive explanations of how the behaviour of two machine learning models differs.

Fact Checking Survey ⭐ 9

Repository for the COLING 2020 paper "Explainable Automated Fact-Checking: A Survey."

Interpret Flair ⭐ 6

A small repository to test Captum Explainable AI with a trained Flair transformers-based text classifier.

Text Ebano Express ⭐ 5

T-EBAnO: Explaining deep learning black-box models for Natural Language Processing.

Anchors_text_theory ⭐ 5

A Sea of Words: An In-Depth Analysis of Anchors for Text Data

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1-13 of 13 search results

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