mainlp / awesome-human-label-variation
A curated list of awesome datasets with human label variation (un-aggregated labels) in Natural Language Processing and Computer Vision, accompanying The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation (EMNLP 2022)
☆76Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for awesome-human-label-variation
- Code and test data for "On Measuring Bias in Sentence Encoders", to appear at NAACL 2019.☆54Updated 3 years ago
- Cross-lingual version of WEAT☆9Updated 5 years ago
- This repository provides details and links to the ACL anthology corpus/collection including .bib, .pdf and grobid extractions of the pdfs☆167Updated last year
- Framework for controlling demographic biases in NLG (using adversarial prompts)☆20Updated last year
- ☆37Updated 5 years ago
- Data and code repository of " Multilingual Fairness Evaluation for Hate Speech Detection ". LREC 2020.☆20Updated last year
- Learning Gender-Neutral Word Embeddings☆46Updated 5 years ago
- Official code release for ACL 2020 paper "Contextualizing Hate Speech Classifiers with Post hoc Explanation"☆33Updated 2 years ago
- A benchmark for understanding and evaluating rationales: http://www.eraserbenchmark.com/☆97Updated 2 years ago
- ☆38Updated last year
- ☆38Updated last year
- A Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation, Levy et al., Findings of EMNLP 2021☆12Updated 2 years ago
- Dataset + classifier tools to study social perception biases in natural language generation☆67Updated last year
- ☆87Updated 2 years ago
- Code for ACL 2022 paper "Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation"☆31Updated 2 years ago
- On Explaining Your Explanations of BERT: An Empirical Study with Sequence Classification☆30Updated last year
- ☆31Updated last year
- [ACL 2020] Towards Debiasing Sentence Representations☆61Updated 2 years ago
- ☆37Updated 3 years ago
- Code for the paper "Measuring Bias in Contextualized Word Representations"☆35Updated 5 years ago
- A Diagnostic Study of Explainability Techniques for Text Classification☆67Updated 4 years ago
- Materials for the EMNLP 2020 Tutorial on "Interpreting Predictions of NLP Models"☆198Updated 3 years ago
- ☆95Updated 2 years ago
- Data and code for our paper "Exploring and Predicting Transferability across NLP Tasks", to appear at EMNLP 2020.☆48Updated 3 years ago
- Automatically detect errors in annotated corpora.☆47Updated last year
- Code for our WOAH@ACL 2021 Paper on Data Integration for Toxic Comment Classification: Making More Than 40 Datasets Easily Accessible in …☆27Updated 2 years ago
- Data for evaluating gender bias in coreference resolution systems.☆68Updated 5 years ago
- ☆13Updated 2 years ago
- ☆16Updated 2 years ago
- Interpreting Language Models with Contrastive Explanations (EMNLP 2022 Best Paper Honorable Mention)☆58Updated 2 years ago