Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)
☆67Jun 16, 2022Updated 3 years ago
Alternatives and similar repositories for GCI
Users that are interested in GCI are comparing it to the libraries listed below
Sorting:
- Codes and data for 《De-biased Court’s View Generation with Causality》 EMNLP 2020☆14Nov 29, 2021Updated 4 years ago
- CausalNLP is a practical toolkit for causal inference with text as treatment, outcome, or "controlled-for" variable.☆158Feb 6, 2025Updated last year
- Experiments codes for COLING '22 paper "Augmenting Legal Judgment Prediction with Contrastive Case Relations"☆11Apr 25, 2024Updated last year
- Tensorflow 2 implementation of Causal-BERT☆74Nov 5, 2023Updated 2 years ago
- Open-source code for GEAR☆13Dec 3, 2025Updated 3 months ago
- Code for NAACL 2022 paper "Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification"☆25Oct 13, 2022Updated 3 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
- Curated research at the intersection of causal inference and natural language processing.☆814Feb 1, 2024Updated 2 years ago
- Software and pre-processed data for "Using Embeddings to Correct for Unobserved Confounding in Networks"☆57Feb 24, 2023Updated 3 years ago
- Source code for ACL-IJCNLP 2021 findings paper: MRN: A Locally and Globally Mention-Based Reasoning Network for Document-Level Relation E…☆15Feb 25, 2022Updated 4 years ago
- Software and data for "Using Text Embeddings for Causal Inference"☆126Sep 23, 2020Updated 5 years ago
- The source code of article "Distinguish Confusing Law Articles for Legal Judgment Prediction", ACL 2020☆69Aug 26, 2024Updated last year
- CausaLM: Causal Model Explanation Through Counterfactual Language Models☆56Jun 14, 2020Updated 5 years ago
- Some baselines for PCIC2021 Track 2: Causal Inference and Recommendation☆17May 29, 2023Updated 2 years ago
- Code for R-former: Legal Judgment Prediction via Relational Learning, accepted at SIGIR 2021.☆23Feb 21, 2022Updated 4 years ago
- ☆34Jun 15, 2022Updated 3 years ago
- ☆11Jun 15, 2019Updated 6 years ago
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck☆10Sep 9, 2022Updated 3 years ago
- ☆25Jun 19, 2024Updated last year
- Bias Correction of Learned Generative Models using Likelihood-Free Importance Weighting☆12Mar 24, 2023Updated 2 years ago
- ☆18Oct 6, 2025Updated 5 months ago
- Temporal and Causal Reasoning (dataset)☆10Apr 19, 2022Updated 3 years ago
- [NAACL 2022] TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding☆10Jul 15, 2023Updated 2 years ago
- ☆11Mar 25, 2022Updated 3 years ago
- Code for "Using Embeddings to Correct for Unobserved Confounding"☆10May 31, 2019Updated 6 years ago
- Efficient retrieval head analysis with triton flash attention that supports topK probability☆13Jun 15, 2024Updated last year
- Code for the paper "Optimal Off-Policy Evaluation from Multiple Logging Policies"☆15Jul 17, 2021Updated 4 years ago
- Package for computing causal effects of text (as treatment)☆75May 3, 2022Updated 3 years ago
- Code for "Challenges of Using Text Classifiers for Causal Inference," at EMNLP '18☆24Sep 23, 2020Updated 5 years ago
- Source code and data for The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code (Findings of ACL 2023…☆31Jun 4, 2023Updated 2 years ago
- A Causal Relation Schema for Text☆46Nov 4, 2024Updated last year
- ROCK Framework for Commonsense Causality Reasoning (CCR)☆10Jun 28, 2023Updated 2 years ago
- Illustration of counterfactual inference following Ferenc Huszar example☆13Aug 15, 2025Updated 6 months ago
- ☆10Mar 30, 2024Updated last year
- Resources for our AAAI 2022 paper: "Unsupervised Editing for Counterfactual Stories".☆11Oct 25, 2022Updated 3 years ago
- Software relating to relational empirical risk minimization☆17Jun 12, 2021Updated 4 years ago
- statnlp-neural☆32Sep 26, 2019Updated 6 years ago
- Neural Markov Logic Networks☆14Feb 14, 2022Updated 4 years ago
- ☆13Aug 18, 2022Updated 3 years ago