Jiachi Liu

3 papers · 2021–2023 · 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 · Silver 🗺️ Taxonomy Completionist (11)

Venues

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

Top co-authors

Keqing He (2) Weiran Xu (2) Xuefeng Li (2) Liwen Wang (2) Yuanmeng Yan (1) Xuefeng Yang (1) Guanting Dong (1) Weiquan Mao (1) Haoyan Liu (1) Yiren Chen (1)

Research topics

Machine Learning (3) Natural Language Processing (3) Application Areas (3) Applications (3) Learning Types · Machine Learning (3) Deep Learning (1) Interdisciplinary (1) Learning Types · Deep Learning (1) Linguistics (1)

Keywords

slot filling (2) zero-shot learning (2) domain adaptation (1) text classification (1) prompt learning (1) zero-shot transfer (1) prompt tuning (1) cross-domain adaptation (1) label confusion (1) prototypical contrastive learning (1) continual learning (1) inverse prompting (1) catastrophic forgetting (1)

Papers

Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ACL 2023 Parameter-efficient Continual Learning Framework in Industrial Real-time Text Classification System NAACL 2022 Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling EMNLP 2021