We introduce a novel fine-grained causal reasoning dataset and present a series of novel tasks in NLP, from causality detection to event causality extraction and Causal QA. Our dataset contains human annotations of 25K cause-effect event pairs and 24K question-answering pairs within multi-sentence samples.
☆15Apr 21, 2022Updated 4 years ago
Alternatives and similar repositories for Fine-grained-Causal-Reasoning
Users that are interested in Fine-grained-Causal-Reasoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Constrained learning using boxes for event-event relation extraction☆12Aug 5, 2022Updated 3 years ago
- External Knowledge (Oxford Dictionary and ConceptNet etc.) fused Enhanced Event Causality Identitification Model☆10Jan 11, 2022Updated 4 years ago
- Used LSTM and Graph Attention Mechanism to detect the causal relationship in a sentence☆12May 14, 2023Updated 3 years ago
- ☆10Sep 7, 2022Updated 3 years ago
- ☆10Aug 16, 2022Updated 3 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Code for causality extraction.☆12Mar 8, 2022Updated 4 years ago
- A benchmark for assessing the strength of causal relationships between real-world events (EMNLP 2023).☆15Nov 23, 2023Updated 2 years ago
- ☆39Sep 29, 2020Updated 5 years ago
- [Findings of EMNLP2023] Code of Paper "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation".☆33Jan 25, 2024Updated 2 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆64Feb 9, 2024Updated 2 years ago
- Knowledge-enriched and Attention Guided Network, which is used for event causality identification.☆15Sep 14, 2022Updated 3 years ago
- In-context Contrastive Learning for Event Causality Identification☆15Oct 15, 2024Updated last year
- 中文突发事件语料库（Chinese Emergency Corpus）-上海大学-语义智能实验室☆12Apr 21, 2021Updated 5 years ago
- Code for ACL-2023 paper "Measuring Consistency in Text-based Financial Forecasting Models"☆16Jan 22, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆16Nov 25, 2022Updated 3 years ago
- PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification☆16Jun 7, 2024Updated last year
- Python package for functions around the causality in requirements artifacts (CiRA) initiative.☆14Jan 23, 2024Updated 2 years ago
- This repo contains our PyTorch implementation for the paper Selecting Optimal Context Sentences for Event-Event Relation Extraction.☆14Nov 25, 2023Updated 2 years ago
- Dataset and code for COLING2022 paper Event Causality Extraction with Event Argument Correlations☆50Jan 19, 2023Updated 3 years ago
- ☆23Aug 8, 2024Updated last year
- Code and data for paper 'Causality extraction based on self-attentive BiLSTM-CRF with transferred embeddings'☆66May 30, 2022Updated 4 years ago
- ☆32Aug 30, 2024Updated last year
- System behavior is often expressed by causal relations in requirements (e.g. if event 1 then event 2). Automatically extracting this embe…☆12Oct 24, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- klinikatlas api☆15Jun 9, 2024Updated last year
- Code for our ACL 2023 paper: Causality-aware Concept Extraction based on Knowledge-guided Prompting☆14Aug 19, 2023Updated 2 years ago
- Badgers: Bad Data Generators☆14Jan 29, 2026Updated 4 months ago
- ☆10Oct 20, 2020Updated 5 years ago
- Event StoryLine Corpus - annotated data, baselines and evaluation scripts, evaluation data.☆83Sep 23, 2023Updated 2 years ago
- Code for NAACL 2022 paper (Main Track) "RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Ex…☆36Aug 2, 2022Updated 3 years ago
- ☆18Mar 3, 2025Updated last year
- ☆11Apr 4, 2018Updated 8 years ago
- TensorFlow implementation of "A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Le…☆16Jul 2, 2022Updated 3 years 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.
- A list of publicly available resources regarding the SAS7BDAT file format☆11Jan 10, 2022Updated 4 years ago
- Materials for the StoryLine extraction task - annotated data, baselines and evaluation scripts, evaluation data.☆38Jan 28, 2019Updated 7 years ago
- 🎉 TrustJudge is accepted to ICLR 2026!☆46Sep 27, 2025Updated 8 months ago
- Code and data used in our EMNLP 2019 paper: Detecting Causal Language Use in Science Findings.☆11Oct 27, 2020Updated 5 years ago
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆91Aug 26, 2023Updated 2 years ago
- Official Implementation of UA^{2}-Agent and other baseline algorithms of "Towards Unified Alignment Between Agents, Humans, and Environme…☆19Nov 12, 2024Updated last year
- Calibrating LLM Confidence by Probing Perturbed Representation Stability☆18Jul 5, 2025Updated 10 months ago