Shengfei Lyu
7 papers · 2021–2025 · 6 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
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Keyword Champion
(2)
Top co-authors
Research topics
Keywords
counterfactual estimation
(2)
causal inference
(2)
benchmark evaluation
(1)
variational inference
(1)
domain adaptation
(1)
document-level extraction
(1)
question answering
(1)
event argument extraction
(1)
temporal integration
(1)
retrieval-augmented generation
(1)
selection bia
(1)
conditional likelihood
(1)
observational data
(1)
koopman operator
(1)
generative language model
(1)
embedding fusion
(1)
confounding bia
(1)
balanced representation
(1)
long-range dependencies
(1)
large language model
(1)
Papers
Enhancing Counterfactual Estimation: A Focus on Temporal Treatments
IJCAI 2025
ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge
EMNLP 2025
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction
COLING 2025
Variational Counterfactual Intervention Planning to Achieve Target Outcomes
ICML 2025
A Dual-module Framework for Counterfactual Estimation over Time
ICML 2024
Generalization Bounds for Estimating Causal Effects of Continuous Treatments
NeurIPS 2022
Relation Classification with Entity Type Restriction
ACL 2021