Universal and Transferable Attacks on Aligned Language Models

LLM prompt attacks for hacker CTFs via CTFd.

LLM Prompt Injection Detector

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 Grou…

How Contextual are Contextualized Word Representations?

Code & Data for the paper "RedditBias: A Real-World Resource for Bias Evaluation and Debiasing of Conversational Language Models"

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

pix2tex: Using a ViT to convert images of equations into LaTeX code.

Research code for the paper "How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models"

calatan

Sparse Additive Generative Model of Text

Ontonotes-5-parsing: parser of Ontonotes 5.0 to transform this corpus to a simple JSON format

A repository for publicly/freely available Natural Language Processing (NLP) datasets for African languages.

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

Curated research at the intersection of causal inference and natural language processing.

Papers on fairness in NLP

A beautiful, simple, clean, and responsive Jekyll theme for academics

Data and code repository of " Multilingual Fairness Evaluation for Hate Speech Detection ". LREC 2020.

codes for EMNLP2020 LOGAN paper

A Python package to assess and improve fairness of machine learning models.

Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"

An overview and exploration of the concept of missing datasets.

Joint Bilingual Sentiment Embeddings and Classifier

Beyond Accuracy: Behavioral Testing of NLP models with CheckList

LAnguage Model Analysis

An example python package as a starter for good research code.