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Causal Inference

3310 directly classified papers

Papers per year

Papers

On the Universal Truthfulness Hyperplane Inside LLMs EMNLP 2024

Interventionally Consistent Surrogates for Complex Simulation Models NIPS 2024

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024

DiffPO: A causal diffusion model for learning distributions of potential outcomes NIPS 2024

Counterfactual Fairness by Combining Factual and Counterfactual Predictions NIPS 2024

Identification and Estimation of the Bi-Directional MR with Some Invalid Instruments NIPS 2024

Symmetry-Informed Governing Equation Discovery NIPS 2024

Achievable distributional robustness when the robust risk is only partially identified NIPS 2024

Partially Observable Task and Motion Planning with Uncertainty and Risk Awareness RSS 2024

HyperMix: Out-of-Distribution Detection and Classification in Few-Shot Settings WACV 2024

Causal Feature Alignment: Learning To Ignore Spurious Background Features WACV 2024

Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach IJCAI 2024

Vision-based Discovery of Nonlinear Dynamics for 3D Moving Target IJCAI 2024

Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024

Can Language Models Learn Embeddings of Propositional Logic Assertions? COLING 2024

Finding the Causality of an Event in News Articles COLING 2024

A Differentiable Integer Linear Programming Solver for Explanation-Based Natural Language Inference COLING 2024

Annotation of Japanese Discourse Relations Focusing on Concessive Inferences COLING 2024

Deja Vu at SemEval 2024 Task 9: A Comparative Study of Advanced Language Models for Commonsense Reasoning NAACL 2024

Learning bounded-degree polytrees with known skeleton ALT 2024

The role of randomness in quantum state certification with unentangled measurements COLT 2024

OpenPI2.0: An Improved Dataset for Entity Tracking in Texts EACL 2024

Language Models as Inductive Reasoners EACL 2024

Backtracing: Retrieving the Cause of the Query EACL 2024

Event Semantic Classification in Context EACL 2024