zhijing-jin / CausalNLP_PapersLinks
A reading list for papers on causality for natural language processing (NLP)
☆644Updated last week
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.☆798Updated last year
- We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NU…☆517Updated 2 years ago
- Papers on fairness in NLP☆442Updated last year
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆752Updated 2 weeks ago
- Must-read Papers on Knowledge Editing for Large Language Models.☆1,093Updated last week
- Must-read papers and resources related to causal inference and machine (deep) learning☆718Updated 2 years ago
- A repo for open resources & information for people to succeed in PhD in CS & career in AI / NLP☆921Updated 8 months ago
- A reading list of up-to-date papers on NLP for Social Good.☆304Updated last year
- Paper List for Contrastive Learning for Natural Language Processing☆560Updated 2 years ago
- Paper List for In-context Learning 🌷☆854Updated 7 months ago
- A data index for learning causality.☆467Updated last year
- This repository contains a collection of papers and resources on Reasoning in Large Language Models.☆565Updated last year
- Tools for checking ACL paper submissions☆727Updated 2 weeks ago
- A collection of papers of neural-symbolic AI (mainly focus on NLP applications)☆274Updated 9 months ago
- ☆185Updated 2 years ago
- Data and code for the Corr2Cause paper (ICLR 2024)☆105Updated last year
- Awesome papers involving LLMs in Social Science.☆480Updated 3 weeks ago
- This repository collects all relevant resources about interpretability in LLMs☆353Updated 7 months ago
- Pytorch implementation of "Adapting Text Embeddings for Causal Inference"☆91Updated 3 years ago
- Code for the paper "Causal Mediation Analysis for Interpreting Neural NLP: The Case of Gender Bias"☆77Updated 3 years ago
- ACL 2022: An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models.☆137Updated 5 months ago
- ☆166Updated 11 months ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆146Updated 3 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year
- Experimental library integrating LLM capabilities to support causal analyses☆206Updated last week
- ☆175Updated 10 months ago
- Reading list of Instruction-tuning. A trend starts from Natrural-Instruction (ACL 2022), FLAN (ICLR 2022) and T0 (ICLR 2022).☆769Updated last year
- ☆682Updated last month
- [ACL 2023] Reasoning with Language Model Prompting: A Survey☆963Updated 2 weeks ago
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆1,019Updated 6 months ago