Weiting Tan
12 papers · 2023–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (33) 🗃️ Keyword Collector (67)
💎
Century Club · Bronze
❓
The Questioner
⚡
Prolific Year · Productive
Top co-authors
Research topics
Natural Language Processing
(9)
Machine Learning
(8)
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(5)
Applications
(5)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Speech & Audio
(3)
Application Areas
(3)
Architectures
(3)
Learning Types · Deep Learning
(3)
Recognition
(3)
Resources & Methods
(3)
Generation
(2)
Keywords
model compression
(2)
machine translation
(2)
large language model
(2)
automatic speech recognition
(2)
knowledge distillation
(2)
few-shot learning
(1)
sample efficiency
(1)
contrastive learning
(1)
data augmentation
(1)
parameter efficient
(1)
in-context learning
(1)
multilingual translation
(1)
emotion recognition
(1)
stochastic gradient descent
(1)
instruction tuning
(1)
cross-lingual alignment
(1)
class imbalance
(1)
reinforcement learning from human feedback
(1)
self-supervised learning
(1)
catastrophic forgetting
(1)
Papers
Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation
EMNLP 2025
SSR: Alignment-Aware Modality Connector for Speech Language Models
ACL 2025
Streaming Sequence Transduction through Dynamic Compression
ACL 2025
Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets
NAACL 2025
Contrastive Preference Optimization: Pushing the Boundaries of LLM Performance in Machine Translation
ICML 2024
DiffNorm: Self-Supervised Normalization for Non-autoregressive Speech-to-speech Translation
NeurIPS 2024
JHU IWSLT 2024 Dialectal and Low-resource System Description
ACL 2024
Narrowing the Gap between Zero- and Few-shot Machine Translation by Matching Styles
NAACL 2024
The Language Barrier: Dissecting Safety Challenges of LLMs in Multilingual Contexts
ACL 2024
Condensing Multilingual Knowledge with Lightweight Language-Specific Modules
EMNLP 2023
Flatness-Aware Prompt Selection Improves Accuracy and Sample Efficiency
EMNLP 2023
Multilingual Representation Distillation with Contrastive Learning
EACL 2023