Lu Fan
10 papers · 2019–2024 · 4 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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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Keyword Collector
(51)
Top co-authors
Research topics
Machine Learning
(8)
Learning Types Β· Machine Learning
(7)
Natural Language Processing
(6)
Applications
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Speech & Audio
(3)
Core Methods
(3)
Recognition
(3)
Core AI
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Interdisciplinary
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
self-supervised learning
(3)
dialogue system
(3)
task-oriented dialogue
(3)
intent classification
(3)
zero-shot learning
(2)
out-of-distribution detection
(2)
zero-shot intent classification
(2)
intent detection
(2)
attention mechanism
(1)
emotion recognition
(1)
semi-supervised learning
(1)
generalized zero-shot
(1)
automatic speech recognition
(1)
multimodal learning
(1)
prompt engineering
(1)
optimal transport
(1)
model fusion
(1)
supervised contrastive learning
(1)
speech recognition
(1)
dynamic routing
(1)
Papers
LANID: LLM-assisted New Intent Discovery
COLING 2024
Just Adjust One Prompt: Enhancing In-Context Dialogue Scoring via Constructing the Optimal Subgraph of Demonstrations and Prompts
EMNLP 2023
Leveraging Label Information for Multimodal Emotion Recognition
Interspeech 2023
OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition
Interspeech 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-Scope Intent Detection with Self-Supervision and Discriminative Training
ACL 2021
The JD AI Speaker Verification System for the FFSVC 2020 Challenge
Interspeech 2020
Unknown Intent Detection Using Gaussian Mixture Model with an Application to Zero-shot Intent Classification
ACL 2020
Reconstructing Capsule Networks for Zero-shot Intent Classification
EMNLP 2019