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Causal Inference

3310 directly classified papers

Papers per year

Papers

The Causal Impact of Credit Lines on Spending Distributions AAAI 2024
Identification of Causal Structure with Latent Variables Based on Higher Order Cumulants AAAI 2024
Cross-Linguistic Intelligibility of Non-Compositional Expressions in Spoken Context INTERSPEECH 2024
Do large language models and humans have similar behaviours in causal inference with script knowledge? NAACL 2024
Mmm whatcha say? Uncovering distal and proximal context effects in first and second-language word perception using psychophysical reverse correlation INTERSPEECH 2024
Consistency of Neural Causal Partial Identification NIPS 2024
MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024
Invariant Physics-Informed Neural Networks for Ordinary Differential Equations JMLR 2024
Amortized Active Causal Induction with Deep Reinforcement Learning NIPS 2024
Do we EXPECT TO find phonetic traces for syntactic traces? INTERSPEECH 2024
Prosody-Driven Privacy-Preserving Dementia Detection INTERSPEECH 2024
Learning Linear Causal Representations from General Environments: Identifiability and Intrinsic Ambiguity NIPS 2024
Causal Intersectionality and Dual Form of Gradient Descent for Multimodal Analysis: A Case Study on Hateful Memes COLING 2024
Identification of Causal Structure in the Presence of Missing Data with Additive Noise Model AAAI 2024
CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans EMNLP 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
Progressive High-Frequency Reconstruction for Pan-Sharpening with Implicit Neural Representation AAAI 2024
End-To-End Causal Effect Estimation from Unstructured Natural Language Data NIPS 2024
Counterfactual Reasoning with Knowledge Graph Embeddings EACL 2024
CMA-R: Causal Mediation Analysis for Explaining Rumour Detection EACL 2024
Markov Equivalence and Consistency in Differentiable Structure Learning NIPS 2024
Causal Representation Learning via Counterfactual Intervention AAAI 2024
Effect-Invariant Mechanisms for Policy Generalization JMLR 2024
Belief Revision: The Adaptability of Large Language Models Reasoning EMNLP 2024
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding SEMEVAL 2024