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Causal Inference

934 directly classified papers

Papers per year

Papers

Exploring Causal Mechanisms for Machine Text Detection Methods NAACL 2024
Domain Adaptation under Missingness Shift AISTATS 2023
Language Model Analysis for Ontology Subsumption Inference ACL 2023
Causal Intervention for Mitigating Name Bias in Machine Reading Comprehension ACL 2023
Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023
Causality-aware Concept Extraction based on Knowledge-guided Prompting ACL 2023
Knowledge Graph-augmented Language Models for Complex Question Answering ACL 2023
Choose your Data Wisely: A Framework for Semantic Counterfactuals IJCAI 2023
Ultra-marginal Feature Importance: Learning from Data with Causal Guarantees AISTATS 2023
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023
Robust Causal Graph Representation Learning against Confounding Effects AAAI 2023
Knowledge-Bridged Causal Interaction Network for Causal Emotion Entailment AAAI 2023
CausalDialogue: Modeling Utterance-level Causality in Conversations ACL 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023
PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023
Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers ACL 2023
Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference ACL 2023
Can ChatGPT Understand Causal Language in Science Claims? ACL 2023
Causal Bounds in Quasi-Markovian Graphs ICML 2023
Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023
A New Causal Decomposition Paradigm towards Health Equity AISTATS 2023
Learning Causal Effects on Hypergraphs (Extended Abstract) IJCAI 2023
Differentiable and Transportable Structure Learning ICML 2023