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Causal Inference

3310 directly classified papers

Papers per year

Papers

Abductive Reasoning in Logical Credal Networks NIPS 2024

Mmm whatcha say? Uncovering distal and proximal context effects in first and second-language word perception using psychophysical reverse correlation INTERSPEECH 2024

Data-driven bifurcation analysis via learning of homeomorphism L4DC 2024

LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning EMNLP 2024

Interpretable Causal Inference for Analyzing Wearable, Sensor, and Distributional Data AISTATS 2024

MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NIPS 2024

Is There a One-Model-Fits-All Approach to Information Extraction? Revisiting Task Definition Biases EMNLP 2024

Guided Knowledge Generation with Language Models for Commonsense Reasoning EMNLP 2024

BeLeaf: Belief Prediction as Tree Generation NAACL 2024

Sample Efficient Bayesian Learning of Causal Graphs from Interventions NIPS 2024

Doubly Abductive Counterfactual Inference for Text-based Image Editing CVPR 2024

Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering EMNLP 2024

Addressing Both Statistical and Causal Gender Fairness in NLP Models NAACL 2024

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024

Enabling Discriminative Reasoning in LLMs for Legal Judgment Prediction EMNLP 2024

Causal Modeling with Stationary Diffusions AISTATS 2024

Temporal Cognitive Tree: A Hierarchical Modeling Approach for Event Temporal Relation Extraction EMNLP 2024

VarDial Evaluation Campaign 2024: Commonsense Reasoning in Dialects and Multi-Label Similar Language Identification NAACL 2024

Vision-and-Language Navigation via Causal Learning CVPR 2024

CLEAR: Can Language Models Really Understand Causal Graphs? EMNLP 2024

Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs EMNLP 2024

MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning EMNLP 2024

Proximal Causal Inference for Synthetic Control with Surrogates AISTATS 2024

Transport-based Counterfactual Models JMLR 2024

CELLO: Causal Evaluation of Large Vision-Language Models EMNLP 2024