Jianhua Lu

5 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ACL (2) NAACL (2) EMNLP (1)

Top co-authors

Luoxin Chen (3) He Xie (2) Xinyue Liu (2) Weitong Ruan (2) Mayank Kulkarni (2) Wei Ai (1) Nicolas Guenon des mesnards (1) Yuhang Zhou (1) Giannis Karamanolakis (1) Sahar Movaghati (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Deep Learning (3) Applications (3) Learning Types · Machine Learning (3) Understanding (3) Application Areas (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Core AI (1) Core Methods (1) Models (1)

Keywords

named entity recognition (3) sequence labeling (2) virtual adversarial training (2) semi-supervised learning (2) semantic parsing (1) adversarial training (1) task-oriented dialogue (1) intent classification (1) model merging (1) low-resource learning (1) sequence labelling (1) data selection (1) mixture of expert (1) expert routing (1) conditional random field (1) entity recognition (1) seq2seq model (1) parameter interference (1) large language model (1) expert model (1)

Papers

MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs NAACL 2025 An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing ACL 2023 Industry Scale Semi-Supervised Learning for Natural Language Understanding NAACL 2021 Enhance Robustness of Sequence Labelling with Masked Adversarial Training EMNLP 2020 SeqVAT: Virtual Adversarial Training for Semi-Supervised Sequence Labeling ACL 2020