Liming Zhan

3 papers · 2022–2023 · 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 · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

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

Top co-authors

Xiao-ming Wu (3) Haowen Liang (2) Haode Zhang (2) Albert Lam (1) Bo Liu (1) Xiaolei Lu (1) Yuwei Zhang (1) Zexin Lu (1) Yujie Feng (1) Albert Y.S. Lam (1)

Research topics

Deep Learning (3) Natural Language Processing (3) Machine Learning (2) Applications (2) Generation (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Core AI (1) Learning Paradigms (1) Models (1) Techniques (1)

Keywords

few-shot learning (3) pre-trained language model (2) domain adaptation (1) task-oriented dialogue (1) intent classification (1) semantic representation (1) dialogue state tracking (1) intent detection (1) instruction tuning (1) feature space (1) continual pre-training (1) context augmentation (1) large language model (1) supervised pretraining (1) few-shot intent classification (1) few-shot intent detection (1) contrastive learning (1) direct fine-tuning (1) zero-shot learning (1)

Papers

Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023 Towards LLM-driven Dialogue State Tracking EMNLP 2023 Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization NAACL 2022