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Causal Inference

3310 directly classified papers

Papers per year

Papers

Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023
MindGames: Targeting Theory of Mind in Large Language Models with Dynamic Epistemic Modal Logic EMNLP 2023
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text EMNLP 2023
Inductive Relation Inference of Knowledge Graph Enhanced by Ontology Information EMNLP 2023
Open-ended Commonsense Reasoning with Unrestricted Answer Candidates EMNLP 2023
LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation EMNLP 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023
CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023
Always the Best Fit: Adaptive Domain Gap Filling from Causal Perspective for Few-Shot Relation Extraction EMNLP 2023
Causal Inference from Text: Unveiling Interactions between Variables EMNLP 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023
COMET-M: Reasoning about Multiple Events in Complex Sentences EMNLP 2023
From Speculation Detection to Trustworthy Relational Tuples in Information Extraction EMNLP 2023
A Causal View of Entity Bias in (Large) Language Models EMNLP 2023
Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023
Causal Abstraction for Chain-of-Thought Reasoning in Arithmetic Word Problems EMNLP 2023
Complementary Roles of Inference and Language Models in QA EMNLP 2023
An Actor-Centric Causality Graph for Asynchronous Temporal Inference in Group Activity CVPR 2023
Adjustment and Alignment for Unbiased Open Set Domain Adaptation CVPR 2023
Intrinsic Physical Concepts Discovery With Object-Centric Predictive Models CVPR 2023
Causally-Aware Intraoperative Imputation for Overall Survival Time Prediction CVPR 2023
Layout-Based Causal Inference for Object Navigation CVPR 2023
GaitGCI: Generative Counterfactual Intervention for Gait Recognition CVPR 2023