YangLinyi / Fine-grained-Causal-ReasoningLinks
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.
☆15Updated 3 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
Sorting:
- Code for Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis (NAACL 2021 oral paper)☆66Updated 2 years ago
- ☆40Updated 4 years ago
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆84Updated last year
- Dataset and code for COLING2022 paper Event Causality Extraction with Event Argument Correlations☆50Updated 2 years ago
- ☆11Updated 4 years ago
- Unified benchmark and model for causal text mining☆25Updated last year
- [Findings of EMNLP2023] Code of Paper "Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation".☆32Updated last year
- Official code repository for the main conference paper in ACL2023: COLA: Contextualized Commonsense Causality Reasoning from the Causal I…☆30Updated 2 years ago
- ☆17Updated 7 months ago
- External Knowledge (Oxford Dictionary and ConceptNet etc.) fused Enhanced Event Causality Identitification Model☆10Updated 3 years ago
- ☆30Updated 9 months ago
- ☆14Updated 2 years ago
- This repo contains our PyTorch implementation for the paper Selecting Optimal Context Sentences for Event-Event Relation Extraction.☆14Updated last year
- PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification☆14Updated 11 months ago
- [ACL 2022] e-CARE: a New Dataset for Exploring Explainable Causal Reasoning☆60Updated 2 years ago
- ☆10Updated 2 years ago
- Repository for Causal News Corpus (LREC 2022) and RECESS (IJCNLP-AACL 2023)☆61Updated last year
- ☆11Updated last year
- Constrained learning using boxes for event-event relation extraction☆12Updated 2 years ago
- A standardized, fair, and reproducible benchmark for evaluating event extraction approaches☆56Updated 3 weeks ago
- Code for our NAACL-2022 paper DEGREE: A Data-Efficient Generation-Based Event Extraction Model.☆81Updated 11 months ago
- A Causal Relation Schema for Text☆43Updated 7 months ago
- DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction☆36Updated 2 years ago
- ☆21Updated 4 years ago
- CausalBank dataset from our IJCAI 2020 paper "Guided Generation of Cause and Effect" https://www.ijcai.org/Proceedings/2020/502☆50Updated 4 years ago
- Code for causality extraction.☆12Updated 3 years ago
- [NAACL'21 Demo] EventPlus: a temporal event understanding pipeline that integrates various state-of-the-art event understanding component…☆26Updated 2 years ago
- ☆12Updated 11 months ago
- Code for the paper "Open Domain Question Answering with A Unified Knowledge Interface" (ACL 2022)☆57Updated last year
- CogKTR: A Knowledge-Enhanced Text Representation Toolkit for Natural Language Understanding. EMNLP 2022☆31Updated 2 years ago