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Papers
Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models
CVPR 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation
EMNLP 2023
Large Language Models are Temporal and Causal Reasoners for Video Question Answering
EMNLP 2023
Moral Responsibility for AI Systems
NeurIPS 2023
NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models
SemEval 2023
On Data Manifolds Entailed by Structural Causal Models
ICML 2023
Pipeline for modeling causal beliefs from natural language
ACL 2023
PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification
IJCAI 2023
Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning
ICLR 2023
Social Commonsense for Explanation and Cultural Bias Discovery
EACL 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code
ACL 2023
WikiWhy: Answering and Explaining Cause-and-Effect Questions
ICLR 2023
Active Bayesian Causal Inference
NeurIPS 2022
ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification
EMNLP 2022
CARE: Causality Reasoning for Empathetic Responses by Conditional Graph Generation
EMNLP 2022
CausalQA: A Benchmark for Causal Question Answering
COLING 2022
CLEVRER-Humans: Describing Physical and Causal Events the Human Way
NeurIPS 2022
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
ACL 2022
e-CARE: a New Dataset for Exploring Explainable Causal Reasoning
ACL 2022
From Actions to Programs as Abstract Actual Causes
AAAI 2022
Generalizing Goal-Conditioned Reinforcement Learning with Variational Causal Reasoning
NeurIPS 2022
Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations
AAAI 2022
Investigating the Robustness of Natural Language Generation from Logical Forms via Counterfactual Samples
EMNLP 2022
Learning to Generate Explanation from e-Hospital Services for Medical Suggestion
COLING 2022
Narrative Why-Question Answering: A Review of Challenges and Datasets
EMNLP 2022