Ting-En Lin
19 papers · 2019–2026 · 7 venues · across top CS/AI venues
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Achievements
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(12)
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(5)
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Research topics
Artificial Intelligence
(13)
Machine Learning
(13)
Natural Language Processing
(13)
Core AI
(13)
Learning Types Β· Machine Learning
(8)
Deep Learning
(7)
Applications
(6)
Core Methods
(6)
Learning Types Β· Deep Learning
(6)
Resources & Methods
(6)
Generation
(5)
Application Areas
(4)
Speech & Audio
(3)
Optimization & Theory
(3)
Recognition
(2)
Keywords
large language model
(7)
dialogue system
(5)
intent discovery
(3)
contrastive learning
(2)
task-oriented dialogue
(2)
multimodal learning
(2)
pairwise constraint
(2)
unknown intent detection
(2)
policy gradient
(1)
speech synthesis
(1)
k-means clustering
(1)
speech recognition
(1)
speech processing
(1)
preference optimization
(1)
attention mechanism
(1)
direct preference optimization
(1)
domain adaptation
(1)
visual reasoning
(1)
deep clustering
(1)
text summarization
(1)
Papers
Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity
ACL 2026
DEEM: Diffusion models serve as the eyes of large language models for image perception
ICLR 2025
MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
ACL 2025
OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
ACL 2025
Reverse Preference Optimization for Complex Instruction Following
ACL 2025
Supervised Optimism Correction: Be Confident When LLMs Are Sure
ACL 2025
Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
ACL 2024
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
EMNLP 2024
Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
ACL 2024
Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models
COLING 2024
Multi-View Active Fine-Grained Visual Recognition
ICCV 2023
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
ACL 2023
SpokenWOZ: A Large-Scale Speech-Text Benchmark for Spoken Task-Oriented Dialogue Agents
NeurIPS 2023
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
EMNLP 2022
Deep Open Intent Classification with Adaptive Decision Boundary
AAAI 2021
Discovering New Intents with Deep Aligned Clustering
AAAI 2021
Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract)
AAAI 2020
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
AAAI 2020
Deep Unknown Intent Detection with Margin Loss
ACL 2019