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Shang-Wen Li

35 papers · 2020–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (71) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) 🌍 Conference Polyglot (10) πŸƒ Academic Marathon (5) 🐝 Cross-Pollinator (13) 🀝 Dynamic Duo (15) πŸ‘₯ Mega-Team (20) πŸ”¬ Deep Specialist (11) πŸ† Keyword Champion (2) πŸ—ƒοΈ Keyword Collector (130) πŸ“ˆ Trend Setter ⚑ Prolific Year (6) πŸ”₯ Unstoppable (6) πŸ’Ž Century Club (35)

Conferences

INTERSPEECH (11) ACL (7) NAACL (6) EMNLP (4) IJCNLP (2) CVPR (1) EACL (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Hung-yi Lee (15) James Glass (8) Yung-Sung Chuang (7) Hongyin Luo (7) Abdelrahman Mohamed (7) Guan-Ting Lin (6) Henghui Zhu (5) Hu Xu (5) Po-Yao Huang (5) Shinji Watanabe (4)

Research topics

Resources & Methods (1) Speech & Audio (1)

Keywords

self-supervised learning (9) transfer learning (6) contrastive learning (5) domain adaptation (4) representation learning (4) zero-shot learning (4) automatic speech recognition (4) few-shot learning (4) natural language processing (3) language model pretraining (3) speech processing (3) knowledge distillation (3) spoken language understanding (3) unsupervised learning (2) language model (2) continual learning (2) synthetic datum (2) domain generalization (2) semantic similarity (2) bias mitigation (2)

Papers

Demystifying Synthetic Data in LLM Pre-training: A Systematic Study of Scaling Laws, Benefits, and Pitfalls EMNLP 2025
SelfCite: Self-Supervised Alignment for Context Attribution in Large Language Models ICML 2025
GSQA: An End-to-End Model for Generative Spoken Question Answering INTERSPEECH 2024
Altogether: Image Captioning via Re-aligning Alt-text EMNLP 2024
Demystifying CLIP Data ICLR 2024
VoiceCraft: Zero-Shot Speech Editing and Text-to-Speech in the Wild ACL 2024
MoDE: CLIP Data Experts via Clustering CVPR 2024
Syllable Discovery and Cross-Lingual Generalization in a Visually Grounded, Self-Supervised Speech Model INTERSPEECH 2023
MAViL: Masked Audio-Video Learners NIPS 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target INTERSPEECH 2023
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark INTERSPEECH 2023
Introducing Semantics into Speech Encoders ACL 2023
Expand, Rerank, and Retrieve: Query Reranking for Open-Domain Question Answering ACL 2023
Self-supervised Representation Learning for Speech Processing NAACL 2022
SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition INTERSPEECH 2022
An Exploration of Prompt Tuning on Generative Spoken Language Model for Speech Processing Tasks INTERSPEECH 2022
DUAL: Discrete Spoken Unit Adaptive Learning for Textless Spoken Question Answering INTERSPEECH 2022
Cooperative Self-training of Machine Reading Comprehension NAACL 2022
Meta Learning for Natural Language Processing: A Survey NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora NAACL 2022
Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL 2021
Meta Learning and Its Applications to Natural Language Processing ACL 2021
Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021
SUPERB: Speech Processing Universal PERformance Benchmark INTERSPEECH 2021
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection INTERSPEECH 2021
Supporting Clustering with Contrastive Learning NAACL 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021
Meta Learning and Its Applications to Natural Language Processing IJCNLP 2021
Mitigating Biases in Toxic Language Detection through Invariant Rationalization IJCNLP 2021
Knowledge Grounded Conversational Symptom Detection with Graph Memory Networks EMNLP 2020
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption INTERSPEECH 2020
Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding INTERSPEECH 2020