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causal relation

51 papers

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Co-occurring keywords

temporal relation (56) causal discovery (460) causal inference (1630) causal relation extraction (22) relation extraction (919) text classification (6793) event extraction (390) event causality identification (28) large language model (13587) language model (4599)

Papers

Deconfounding Physical Dynamics with Global Causal Relation and Confounder Transmission for Counterfactual Prediction AAAI 2022
Efficient Encoding of Cost Optimal Delete-Free Planning as SAT AAAI 2022
MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022
NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification EMNLP 2022
SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022
GGNN@Causal News Corpus 2022:Gated Graph Neural Networks for Causal Event Classification from Social-Political News Articles EMNLP 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
Do Learned Representations Respect Causal Relationships? CVPR 2022
Event Causality Identification with Causal News Corpus - Shared Task 3, CASE 2022 EMNLP 2022
Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols IJCNLP 2021
Event-Centric Natural Language Processing ACL 2021
Learning Latent Structures for Cross Action Phrase Relations in Wet Lab Protocols ACL 2021
Extracting a Knowledge Base of Mechanisms from COVID-19 Papers NAACL 2021
Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks IJCNLP 2021
Joint Causal Inference from Multiple Contexts JMLR 2020
COSMIC: COmmonSense knowledge for eMotion Identification in Conversations EMNLP 2020
Spatio-Temporal Change Detection Using Granger Sequence Pattern IJCAI 2020
Exploiting Background Knowledge in Compact Answer Generation for Why-Questions AAAI 2019
Specific and Shared Causal Relation Modeling and Mechanism-Based Clustering NIPS 2019
An Encoder-decoder Approach to Predicting Causal Relations in Stories NAACL 2018
Joint Reasoning for Temporal and Causal Relations ACL 2018
Marine Variable Linker: Exploring Relations between Changing Variables in Marine Science Literature EACL 2017
Combining Experiments to Discover Linear Cyclic Models with Latent Variables AISTATS 2010
Causal discovery in multiple models from different experiments NIPS 2010