{"total":22,"rows":[{"id":"2407.08694","title":"Cloud Atlas: Efficient Fault Localization for Cloud Systems using Language Models and Causal Insight","created":"2024-07-11","cited_by_count":12,"area":null},{"id":"2506.00844","title":"LLM Cannot Discover Causality, and Should Be Restricted to Non-Decisional Support in Causal Discovery","created":"2025-06-01","cited_by_count":8,"area":null},{"id":"2409.14202","title":"Mining Causality: AI-Assisted Search for Instrumental Variables","created":"2024-09-21","cited_by_count":7,"area":null},{"id":"2503.17569","title":"Fairness-Driven LLM-based Causal Discovery with Active Learning and Dynamic Scoring","created":"2025-03-21","cited_by_count":5,"area":null},{"id":"2504.10936","title":"Can LLMs Leverage Observational Data? Towards Data-Driven Causal Discovery with LLMs","created":"2025-04-15","cited_by_count":5,"area":null},{"id":"2407.14022","title":"Causal Inference with Complex Treatments: A Survey","created":"2024-07-19","cited_by_count":3,"area":null},{"id":"2407.18607","title":"Using GPT-4 to guide causal machine learning","created":"2024-07-26","cited_by_count":3,"area":null},{"id":"2506.12227","title":"Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach","created":"2025-06-13","cited_by_count":3,"area":null},{"id":"2509.17784","title":"Revealing Multimodal Causality with Large Language Models","created":"2025-09-22","cited_by_count":3,"area":null},{"id":"2601.13614","title":"CauScientist: Teaching LLMs to Respect Data for Causal Discovery","created":"2026-01-20","cited_by_count":3,"area":null},{"id":"2504.10397","title":"Can LLMs Assist Expert Elicitation for Probabilistic Causal Modeling?","created":"2025-04-14","cited_by_count":1,"area":null},{"id":"2509.23570","title":"Improving constraint-based discovery with robust propagation and reliable LLM priors","created":"2025-09-28","cited_by_count":1,"area":null},{"id":"2606.01789","title":"Consistency evaluation of benchmarks used for causal discovery","created":"2026-06-01","cited_by_count":1,"area":null},{"id":"2606.03602","title":"CauTion: Knowing When to Trust LLMs for Ensemble Causal Discovery","created":"2026-06-02","cited_by_count":1,"area":null},{"id":"2506.16234","title":"Sequential Causal Discovery with Noisy Language Model Priors","created":"2025-06-19","cited_by_count":0,"area":null},{"id":"2510.23906","title":"Group Interventions on Deep Networks for Causal Discovery in Subsystems","created":"2025-10-27","cited_by_count":0,"area":null},{"id":"2510.26342","title":"Linear Causal Discovery with Interventional Constraints","created":"2025-10-30","cited_by_count":0,"area":null},{"id":"2602.20333","title":"DMCD: Semantic-Statistical Framework for Causal Discovery","created":"2026-02-23","cited_by_count":0,"area":null},{"id":"2605.06335","title":"Eliciting associations between clinical variables from LLMs via comparison questions across populations","created":"2026-05-07","cited_by_count":0,"area":null},{"id":"2607.10456","title":"Integrating Background Knowledge for Scalable Causal Discovery","created":"2026-07-11","cited_by_count":0,"area":null},{"id":"2609.15007","title":"ABSOL: Aggregated Bayesian Subsampling Orchestrated with LLMs","created":"2026-09-14","cited_by_count":0,"area":null},{"id":"2609.31801","title":"seq2cause: One Autoregressive Backbone, Four Causal Discovery Tasks in Event Sequences","created":"2026-09-25","cited_by_count":0,"area":null}],"next_cursor":null}