A reading list for papers on causality for natural language processing (NLP)
☆696Apr 27, 2026Updated 6 months ago
Alternatives and similar repositories for CausalNLP_Papers
Users that are interested in CausalNLP_Papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A Causal Relation Schema for Text☆46Nov 4, 2024Updated 2 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Jun 14, 2020Updated 6 years ago
- A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP☆1,102Feb 17, 2026Updated 8 months ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆115Apr 19, 2024Updated 2 years ago
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆515Mar 3, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆149May 29, 2024Updated 2 years ago
- A reading list of up-to-date papers on NLP for Social Good.☆312Sep 13, 2023Updated 3 years ago
- Must-read papers and resources related to causal inference and machine (deep) learning☆753Nov 23, 2022Updated 3 years ago
- An index of algorithms for learning causality with data☆3,301Oct 28, 2026Updated last week
- Tensorflow 2 implementation of Causal-BERT☆73Nov 5, 2023Updated 3 years ago
- Causal Discovery in Python. Learning causality from data.☆1,711Sep 4, 2026Updated 2 months ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆81Aug 25, 2021Updated 5 years ago
- ☆20Nov 24, 2020Updated 5 years ago
- Providing the answer to "How to do patching on all available SAEs on GPT-2?". It is an official repository of the implementation of the p…☆14Jan 26, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code Repository for "A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models".☆15Oct 14, 2022Updated 4 years ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆68Jun 16, 2022Updated 4 years ago
- A companion for the Causal Artificial Intelligence book.☆15Sep 24, 2025Updated last year
- ☆40Jun 19, 2021Updated 5 years ago
- ☆120Mar 17, 2025Updated last year
- PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".☆25Jan 5, 2022Updated 4 years ago
- Experimental library integrating LLM capabilities to support causal analyses☆319Sep 3, 2026Updated 2 months ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,244Oct 13, 2025Updated last year
- repository for Causal&NLP reading group☆11Jan 30, 2026Updated 9 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 5 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,247Dec 14, 2023Updated 2 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆125Sep 23, 2020Updated 6 years ago
- A curated list of Causality in Computer Vision☆242Oct 23, 2021Updated 5 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆173Apr 26, 2021Updated 5 years ago
- Causal discovery algorithms and tools for implementing new ones☆253Jul 22, 2026Updated 3 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆570Nov 13, 2023Updated 2 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆23Sep 23, 2020Updated 6 years ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,327Jul 17, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆12Aug 18, 2022Updated 4 years ago
- ☆22Nov 11, 2023Updated 2 years ago
- [Findings of NAACL2022] A Dog Is Passing Over The Jet? A Text-Generation Dataset for Korean Commonsense Reasoning and Evaluation☆11May 27, 2022Updated 4 years ago
- Package for computing causal effects of text (as treatment)☆74May 3, 2022Updated 4 years ago
- ☆537Updated this week
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆65Feb 9, 2024Updated 2 years ago
- ☆23Oct 15, 2022Updated 4 years ago
Are these results useful?