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Causal Inference

3310 directly classified papers

Papers per year

Papers

Debiased Multimodal Understanding for Human Language Sequences AAAI 2025
Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery ACL 2025
Evaluating Instructively Generated Statement by Large Language Models for Directional Event Causality Identification ACL 2025
A Unified Interpretation of Training-Time Out-of-Distribution Detection ICCV 2025
Rethinking Key-frame-based Micro-expression Recognition: A Robust and Accurate Framework Against Key-frame Errors ICCV 2025
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor ICCV 2025
Learning Counterfactually Decoupled Attention for Open-World Model Attribution ICCV 2025
Towards a Theory of AI Personhood AAAI 2025
FedCFA: Alleviating Simpson’s Paradox in Model Aggregation with Counterfactual Federated Learning AAAI 2025
Robustness in Single-Audience Value-based Abstract Argumentation: Complexity Results IJCAI 2025
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment EMNLP 2025
Beyond Guilt: Legal Judgment Prediction with Trichotomous Reasoning EMNLP 2025
MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering EMNLP 2025
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models ACL 2025
Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework EMNLP 2025
Deconfound Semantic Shift and Incompleteness in Incremental Few-shot Semantic Segmentation AAAI 2025
A Survey of Multilingual Reasoning in Language Models EMNLP 2025
Efficient Rectification of Neuro-Symbolic Reasoning Inconsistencies by Abductive Reflection AAAI 2025
Federated Causally Invariant Feature Learning AAAI 2025
Quantifying Misalignment Between Agents: Towards a Sociotechnical Understanding of Alignment AAAI 2025
Unravelling Causal Genetic Biomarkers of Alzheimer’s Disease via Neuron to Gene-token Backtracking in Neural Architecture: A Groundbreaking Reverse-Gene-Finder Approach AAAI 2025
Learning Causal Transition Matrix for Instance-dependent Label Noise AAAI 2025
Under the Shadow of Babel: How Language Shapes Reasoning in LLMs EMNLP 2025
SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News SEMEVAL 2025
Examining and Adapting Time for Multilingual Classification via Mixture of Temporal Experts NAACL 2025