← Authors

Lu Fan

14 papers · 2019–2024 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (24) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) πŸ† Keyword Champion (4) πŸ—ƒοΈ Keyword Collector (54) πŸ’Ž Century Club (12) πŸ”₯ Unstoppable (6)

Conferences

INTERSPEECH (4) ACL (3) IJCNLP (3) COLING (2) EMNLP (2)

Top co-authors

Xiao-ming Wu (9) Albert Y.S. Lam (8) Li-Ming Zhan (5) Haowen Liang (5) Bo Liu (4) Xiaodong He (4) Han Liu (3) Qimai LI (3) Youzheng Wu (3) Meng Chen (3)

Keywords

dialogue system (6) intent classification (5) task-oriented dialogue (4) discriminative training (4) intent detection (4) out-of-distribution detection (4) self-supervised learning (3) zero-shot learning (3) attention mechanism (2) semantic capsule (2) zero-shot intent classification (2) capsule network (2) pseudo labeling (1) automatic speech recognition (1) generalized zero-shot (1) emotion recognition (1) semi-supervised learning (1) multimodal learning (1) model fusion (1) prompt engineering (1)

Papers

LANID: LLM-assisted New Intent Discovery COLING 2024
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition INTERSPEECH 2023
Leveraging Label Information for Multimodal Emotion Recognition INTERSPEECH 2023
Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts EMNLP 2023
A Closer Look at Few-Shot Out-of-Distribution Intent Detection COLING 2022
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition INTERSPEECH 2022
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training ACL 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training IJCNLP 2021
Out-of-Distribution Intent Detection with Self-Supervision and Discriminative Training ACL 2021
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification ACL 2020
The JD AI Speaker Verification System for the FFSVC 2020 Challenge INTERSPEECH 2020
Reconstructing Capsule Networks for Zero-shot Intent Classification IJCNLP 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification EMNLP 2019