Jiayuan He

4 papers · 2021–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

EACL (2) ICML (1) NAACL (1)

Top co-authors

Karin Verspoor (3) Aparna Elangovan (2) Rui Li (1) Yinghai Lu (1) Fangda Gu (1) Zhaojie Gong (1) Xuan Cao (1) Timothy Baldwin (1) Xing Liu (1) Lucy Liao (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Core AI (2) Optimization & Theory (2) Understanding (2) Deep Learning (1) Healthcare & Medicine (1) Application Areas (1) Architectures (1) Clinical (1) Learning Types (1) Models (1)

Keywords

causal inference (1) generative modeling (1) relation extraction (1) model evaluation (1) coreference resolution (1) ndcg (1) data leakage (1) external validity (1) anaphora resolution (1) neural approach (1) online a/b test (1) neural network (1) dataset overlap (1) train-test overlap (1) chemical patent (1) bridging reference (1) internal validity (1) hstu (1) sequential transduction (1) trillion parameters (1)

Papers

Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations ICML 2024 Principles from Clinical Research for NLP Model Generalization NAACL 2024 ChEMU-Ref: A Corpus for Modeling Anaphora Resolution in the Chemical Domain EACL 2021 Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation EACL 2021