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Causal Inference

934 directly classified papers

Papers per year

Papers

Quantifying Consistency and Information Loss for Causal Abstraction Learning IJCAI 2023
Linear Causal Disentanglement via Interventions ICML 2023
An Efficient Doubly-Robust Test for the Kernel Treatment Effect NIPS 2023
Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023
Language Model Analysis for Ontology Subsumption Inference ACL 2023
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023
CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023
Can ChatGPT Understand Causal Language in Science Claims? ACL 2023
RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering EMNLP 2023
SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning EMNLP 2023
Inference for a Large Directed Acyclic Graph with Unspecified Interventions JMLR 2023
Novel Relation Detection: Discovering Unknown Relation Types via Multi-Strategy Self-Supervised Learning EMNLP 2023
Clustering and Structural Robustness in Causal Diagrams JMLR 2023
Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning EMNLP 2023
PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023
Causal Intervention for Abstractive Related Work Generation EMNLP 2023
Event Causality Extraction via Implicit Cause-Effect Interactions EMNLP 2023
Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles EMNLP 2023
Detecting hidden confounding in observational data using multiple environments NIPS 2023
Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ACL 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023
Enhancing Event Causality Identification with Counterfactual Reasoning ACL 2023
Event Semantic Knowledge in Procedural Text Understanding ACL 2023