A reading list for papers on causality for natural language processing (NLP)
☆686May 29, 2025Updated 9 months ago
Alternatives and similar repositories for CausalNLP_Papers
Users that are interested in CausalNLP_Papers are comparing it to the libraries listed below
Sorting:
- Curated research at the intersection of causal inference and natural language processing.☆814Feb 1, 2024Updated 2 years ago
- A Causal Relation Schema for Text☆46Nov 4, 2024Updated last year
- A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP☆1,051Feb 17, 2026Updated 2 weeks ago
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆516Mar 3, 2023Updated 3 years ago
- A reading list of up-to-date papers on NLP for Social Good.☆306Sep 13, 2023Updated 2 years ago
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Jun 14, 2020Updated 5 years ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆113Apr 19, 2024Updated last year
- Must-read papers and resources related to causal inference and machine (deep) learning☆751Nov 23, 2022Updated 3 years ago
- We develop benchmarks and analysis tools to evaluate the causal reasoning abilities of LLMs.☆137May 29, 2024Updated last year
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆93Jan 25, 2022Updated 4 years ago
- An index of algorithms for learning causality with data☆3,248Jan 22, 2025Updated last year
- 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…☆13Jan 26, 2025Updated last year
- Tensorflow 2 implementation of Causal-BERT☆74Nov 5, 2023Updated 2 years ago
- ☆10Oct 20, 2020Updated 5 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆158Feb 6, 2025Updated last year
- Causal Discovery in Python. Learning causality from data.☆1,553Feb 18, 2026Updated 2 weeks ago
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆67Jun 16, 2022Updated 3 years ago
- ☆45Oct 22, 2024Updated last year
- repository for Causal&NLP reading group☆11Jan 30, 2026Updated last month
- Group-conditional DRO to alleviate spurious correlations☆15Jul 15, 2021Updated 4 years ago
- PyTorch implementation for our proposed CFIE in EMNLP 2021 paper "Uncovering Main Causalities for Long-tailed Information Extraction".☆26Jan 5, 2022Updated 4 years ago
- Must-read papers on prompt-based tuning for pre-trained language models.☆4,293Jul 17, 2023Updated 2 years ago
- ☆20Nov 24, 2020Updated 5 years ago
- ☆22Nov 11, 2023Updated 2 years ago
- ☆13Aug 18, 2022Updated 3 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 3 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆126Sep 23, 2020Updated 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☆1,237Dec 14, 2023Updated 2 years ago
- Learning the Difference that Makes a Difference with Counterfactually-Augmented Data☆171Apr 26, 2021Updated 4 years ago
- Causal discovery algorithms and tools for implementing new ones☆247Jul 10, 2025Updated 7 months ago
- Package for causal inference in graphs and in the pairwise settings. Tools for graph structure recovery and dependencies are included.☆1,222Oct 13, 2025Updated 4 months ago
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆567Nov 13, 2023Updated 2 years ago
- Code Repository for "A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models".☆15Oct 14, 2022Updated 3 years ago
- ☆15Feb 28, 2023Updated 3 years ago
- [EMNLP 2022] Summarization as Indirect Supervision for Relation Extraction (SuRE)☆28Nov 22, 2022Updated 3 years ago
- A curated list of Causality in Computer Vision☆243Oct 23, 2021Updated 4 years ago
- Trustworthy AI related projects☆1,106Nov 13, 2025Updated 3 months ago
- ☆15Jul 14, 2022Updated 3 years ago
- ☆14Jul 6, 2021Updated 4 years ago