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Causal Inference

3310 directly classified papers

Papers per year

Papers

Robustly Improving Bandit Algorithms with Confounded and Selection Biased Offline Data: A Causal Approach AAAI 2024
Qualitative Mechanism Independence NIPS 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024
Model Checking Causality IJCAI 2024
Causal-CoG: A Causal-Effect Look at Context Generation for Boosting Multi-modal Language Models CVPR 2024
Uncovering What Why and How: A Comprehensive Benchmark for Causation Understanding of Video Anomaly CVPR 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection CVPR 2024
Addressing Both Statistical and Causal Gender Fairness in NLP Models NAACL 2024
Fast Proxy Experiment Design for Causal Effect Identification NIPS 2024
DIALECT-COPA: Extending the Standard Translations of the COPA Causal Commonsense Reasoning Dataset to South Slavic Dialects NAACL 2024
BeLeaf: Belief Prediction as Tree Generation NAACL 2024
TFCD: Towards Multi-modal Sarcasm Detection via Training-Free Counterfactual Debiasing IJCAI 2024
Vision-and-Language Navigation via Causal Learning CVPR 2024
Can LLMs Handle Low-Resource Dialects? A Case Study on Translation and Common Sense Reasoning in Šariš NAACL 2024
MuLan: A Study of Fact Mutability in Language Models NAACL 2024
Causal Effect Identification in a Sub-Population with Latent Variables NIPS 2024
Evaluating the Deductive Competence of Large Language Models NAACL 2024
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News IJCAI 2024
Beyond What If: Advancing Counterfactual Text Generation with Structural Causal Modeling IJCAI 2024
Position Debiasing Fine-Tuning for Causal Perception in Long-Term Dialogue IJCAI 2024
Mind the Graph When Balancing Data for Fairness or Robustness NIPS 2024
Topic-Aware Causal Intervention for Counterfactual Detection EMNLP 2024
KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024
Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media NAACL 2024
Causal Graph Modeling with Deep Neural Engines for Strong Abstract Reasoning in Language and Vision IJCAI 2024