Schedule and Syllabus for Human-Centered Machine learning.
☆186Apr 3, 2023Updated 2 years ago
Alternatives and similar repositories for human-centered-machine-learning
Users that are interested in human-centered-machine-learning are comparing it to the libraries listed below
Sorting:
- Implementation for Decision-focused Summarization (EMNLP2021)☆12Mar 14, 2022Updated 3 years ago
- This is the official implementation for the paper "Learning to Scaffold: Optimizing Model Explanations for Teaching"☆20May 19, 2022Updated 3 years ago
- ReCross: Unsupervised Cross-Task Generalization via Retrieval Augmentation☆24May 1, 2022Updated 3 years ago
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- Code associated with the paper: "Few-Shot Self-Rationalization with Natural Language Prompts"☆13Apr 27, 2022Updated 3 years ago
- ACL 2021: HiTransformer☆13May 29, 2021Updated 4 years ago
- Code release for "TempLM: Distilling Language Models into Template-Based Generators"☆14Jul 21, 2022Updated 3 years ago
- ☆14Mar 1, 2019Updated 7 years ago
- ☆40Sep 26, 2025Updated 5 months ago
- ☆19Nov 7, 2022Updated 3 years ago
- Code for Evaluating Explanations for Reading Comprehension with Realistic Counterfactuals.☆18Apr 25, 2021Updated 4 years ago
- Code, datasets, models for the paper "Automatic Evaluation of Attribution by Large Language Models"☆56Jul 3, 2023Updated 2 years ago
- Deep Weighted Averaging Classifiers☆23Feb 4, 2019Updated 7 years ago
- ☆15Dec 10, 2021Updated 4 years ago
- Code for the paper "Distinguishing the Knowable from the Unknowable with Language Models"☆11Apr 15, 2024Updated last year
- Explaining neural decisions contrastively to alternative decisions.☆25Mar 18, 2021Updated 4 years ago
- Code for the paper "Simulating Bandit Learning from User Feedback for Extractive Question Answering".☆19Aug 30, 2022Updated 3 years ago
- Code for the paper "Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection"☆31Jan 23, 2021Updated 5 years ago
- EMNLP 2024: Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue☆38May 26, 2025Updated 9 months ago
- Model Patching: Closing the Subgroup Performance Gap with Data Augmentation☆42Nov 17, 2020Updated 5 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆62May 12, 2022Updated 3 years ago
- ☆58May 4, 2022Updated 3 years ago
- Code for paper "Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?"☆22Oct 13, 2020Updated 5 years ago
- A reading list of up-to-date papers on NLP for Social Good.☆306Sep 13, 2023Updated 2 years ago
- Compute training dynamics, plot data cartography, analysing data quality...☆42Nov 10, 2022Updated 3 years ago
- [ICML 2023] Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning☆44May 10, 2023Updated 2 years ago
- COMM 4940: Governing Human-Algorithm Behavior☆24Updated this week
- Public experimental example code for the ProPublic recidivism data-based experiments for the upcoming Interpretable Active Learning Paper☆10Dec 18, 2017Updated 8 years ago
- ☆18May 3, 2025Updated 10 months ago
- distill large scale web page text☆12Jul 29, 2023Updated 2 years ago
- Natural Perturbation for Robust Question Answering☆12Apr 7, 2020Updated 5 years ago
- ☆12Jul 6, 2023Updated 2 years ago
- ☆10Jun 13, 2021Updated 4 years ago
- ☆12Oct 5, 2020Updated 5 years ago
- ☆12Oct 14, 2024Updated last year
- ☆10Nov 1, 2019Updated 6 years ago
- This repository contains the dataset and implementation details of the paper "An In-depth Analysis of Implicit and Subtle Hate Speech Mes…☆10May 9, 2024Updated last year
- [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding☆10Jul 15, 2023Updated 2 years ago
- ☆12Feb 20, 2021Updated 5 years ago