Shen Huang
18 papers · 2017–2026 · 8 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (37)
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Topic Evolution
🗃️
Keyword Collector
(86)
💎
Century Club · Bronze
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Unstoppable · Silver
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Prolific Year · Productive
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Research topics
Natural Language Processing
(13)
Machine Learning
(12)
Applications
(9)
Deep Learning
(8)
Application Areas
(7)
Artificial Intelligence
(5)
Speech & Audio
(5)
Recognition
(5)
Architectures
(4)
Core AI
(4)
Learning Types · Machine Learning
(4)
Resources & Methods
(4)
Learning Types · Deep Learning
(3)
Generation
(2)
Understanding
(2)
Keywords
large language model
(4)
named entity recognition
(3)
automatic speech recognition
(3)
speech recognition
(3)
neural machine translation
(3)
acoustic model
(2)
data augmentation
(2)
phonetic reduction
(2)
instruction tuning
(2)
end-to-end speech recognition
(2)
machine translation
(2)
argument mining
(1)
language model adaptation
(1)
information retrieval
(1)
curriculum learning
(1)
policy optimization
(1)
natural language understanding
(1)
domain adaptation
(1)
chinese word segmentation
(1)
text summarization
(1)
Papers
Evidence-Augmented Policy Optimization with Reward Co-Evolution for Long-Context Reasoning
ACL 2026
Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
NAACL 2025
EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
AAAI 2024
End-to-End Beam Retrieval for Multi-Hop Question Answering
NAACL 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
NAACL 2024
Pinyin Regularization in Error Correction for Chinese Speech Recognition with Large Language Models
Interspeech 2024
SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
AAAI 2024
DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition
SemEval 2023
Improving Low-resource Named Entity Recognition with Graph Propagated Data Augmentation
ACL 2023
PM-MMUT: Boosted Phone-mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition
Interspeech 2022
Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition
Interspeech 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders
ACL 2021
The TNT Team System Descriptions of Cantonese and Mongolian for IARPA OpenASR20
Interspeech 2021
CSP:Code-Switching Pre-training for Neural Machine Translation
EMNLP 2020
Dynamic Curriculum Learning for Low-Resource Neural Machine Translation
COLING 2020
Multimedia Simultaneous Translation System for Minority Language Communication with Mandarin
Interspeech 2019
TencentFmRD Neural Machine Translation for WMT18
EMNLP 2018
Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure
IJCNLP 2017