Shengfei Lyu
8 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(7)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
ICML (2)
ACL (1)
COLING (1)
EMNLP (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(2)
zero-shot learning
(1)
benchmark evaluation
(1)
domain adaptation
(1)
document-level extraction
(1)
question answering
(1)
event argument extraction
(1)
retrieval-augmented generation
(1)
selection bia
(1)
counterfactual estimation
(1)
koopman operator
(1)
generative language model
(1)
embedding fusion
(1)
confounding bia
(1)
large language model
(1)
environmental social governance
(1)
dose-response function
(1)
role relationship
(1)
temporal treatment
(1)
treatment dynamics
(1)
Papers
Variational Counterfactual Intervention Planning to Achieve Target Outcomes
ICML 2025
Enhancing Counterfactual Estimation: A Focus on Temporal Treatments
IJCAI 2025
Generation-Augmented and Embedding Fusion in Document-Level Event Argument Extraction
COLING 2025
ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge
EMNLP 2025
A Dual-module Framework for Counterfactual Estimation over Time
ICML 2024
Generalization Bounds for Estimating Causal Effects of Continuous Treatments
NIPS 2022
Relation Classification with Entity Type Restriction
ACL 2021
Relation Classification with Entity Type Restriction
IJCNLP 2021