← Authors

Hengchao Shang

51 papers · 2020–2025 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🏃 Academic Marathon (5) 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (70) 🏠 Conference Loyalist (29) 🤝 Dynamic Duo (51) 🏆 Keyword Champion (3) 🧬 Topic Evolution 🔬 Deep Specialist (35) ⚡ Prolific Year (13) 🚀 Conference Pioneer 🗃️ Keyword Collector (172) 🔥 Unstoppable (6) 💎 Century Club (51) ❓ The Questioner

Conferences

EMNLP (29) ACL (16) INTERSPEECH (3) AACL (1) COLING (1) NAACL (1)

Top co-authors

Hao Yang (51) Daimeng Wei (49) Zongyao Li (46) Jiaxin Guo (42) Zhanglin Wu (37) Zhiqiang Rao (28) Xiaoyu Chen (28) Shaojun Li (27) Lizhi Lei (27) Zhengzhe Yu (23)

Keywords

neural machine translation (26) machine translation (25) back translation (14) automatic speech recognition (11) large language model (9) transformer architecture (8) domain adaptation (7) knowledge distillation (6) multilingual translation (6) transformer model (5) data augmentation (4) transfer learning (4) ensemble learning (4) model ensemble (4) speech-to-speech translation (4) forward translation (4) speech recognition (3) speech synthesis (3) simultaneous translation (3) translation quality (3)

Papers

M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models EMNLP 2025
Generative Annotation for ASR Named Entity Correction EMNLP 2025
HW-TSC’s Submissions to the WMT 2025 Segment-level Quality Score Prediction Task EMNLP 2025
Combining the Best of Both Worlds: A Method for Hybrid NMT and LLM Translation ACL 2025
Enhancing Large Language Models for Document-Level Translation Post-Editing Using Monolingual Data COLING 2025
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning EMNLP 2024
Choose the Final Translation from NMT and LLM Hypotheses Using MBR Decoding: HW-TSC’s Submission to the WMT24 General MT Shared Task EMNLP 2024
An End-to-End Speech Summarization Using Large Language Model INTERSPEECH 2024
A Novel Paradigm Boosting Translation Capabilities of Large Language Models NAACL 2024
Speaker-Smoothed kNN Speaker Adaptation for End-to-End ASR INTERSPEECH 2024
HW-TSC’s submission to the IWSLT 2024 Subtitling track ACL 2024
Improving the Quality of IWLST 2024 Cascade Offline Speech Translation and Speech-to-Speech Translation via Translation Hypothesis Ensembling with NMT models and Large Language Models ACL 2024
HW-TSC’s Speech to Text Translation System for IWSLT 2024 in Indic track ACL 2024
HW-TSC’s Submissions To the IWSLT2024 Low-resource Speech Translation Tasks ACL 2024
HW-TSC’s Simultaneous Speech Translation System for IWSLT 2024 ACL 2024
Exploring the Traditional NMT Model and Large Language Model for Chat Translation EMNLP 2024
Context-aware and Style-related Incremental Decoding Framework for Discourse-Level Literary Translation EMNLP 2024
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain EMNLP 2024
Improving Neural Machine Translation Formality Control with Domain Adaptation and Reranking-based Transductive Learning ACL 2023
Text Style Transfer Back-Translation ACL 2023
Length-Aware NMT and Adaptive Duration for Automatic Dubbing ACL 2023
HW-TSC at IWSLT2023: Break the Quality Ceiling of Offline Track via Pre-Training and Domain Adaptation ACL 2023
The HW-TSC’s Speech-to-Speech Translation System for IWSLT 2023 ACL 2023
The HW-TSC’s Simultaneous Speech-to-Text Translation System for IWSLT 2023 Evaluation ACL 2023
The HW-TSC’s Simultaneous Speech-to-Speech Translation System for IWSLT 2023 Evaluation ACL 2023
INarIG: Iterative Non-autoregressive Instruct Generation Model For Word-Level Auto Completion EMNLP 2023
Treating General MT Shared Task as a Multi-Domain Adaptation Problem: HW-TSC’s Submission to the WMT23 General MT Shared Task EMNLP 2023
Multifaceted Challenge Set for Evaluating Machine Translation Performance EMNLP 2023
The Path to Continuous Domain Adaptation Improvements by HW-TSC for the WMT23 Biomedical Translation Shared Task EMNLP 2023
HW-TSC’s Submissions to the WMT23 Discourse-Level Literary Translation Shared Task EMNLP 2023
WhiSLU: End-to-End Spoken Language Understanding with Whisper INTERSPEECH 2023
HW-TSC Translation Systems for the WMT22 Chat Translation Task EMNLP 2022
HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022
HW-TSC’s Submissions to the WMT22 Word-Level Auto Completion Task EMNLP 2022
HW-TSC’s Participation in the IWSLT 2022 Isometric Spoken Language Translation ACL 2022
The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022
HW-TSC’s Submissions to the WMT 2022 General Machine Translation Shared Task EMNLP 2022
Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task EMNLP 2022
HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022
HW-TSC Translation Systems for the WMT22 Biomedical Translation Task EMNLP 2022
HW-TSC’s Participation in the WMT 2021 Triangular MT Shared Task EMNLP 2021
HW-TSC’s Participation in the WMT 2021 News Translation Shared Task EMNLP 2021
How Length Prediction Influence the Performance of Non-Autoregressive Translation? EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021
HW-TSC’s Submissions to the WMT21 Biomedical Translation Task EMNLP 2021
HW-TSC’s Participation in the WMT 2021 Large-Scale Multilingual Translation Task EMNLP 2021
HW-TSC’s Participation in the WAT 2020 Indic Languages Multilingual Task AACL 2020
The HW-TSC Video Speech Translation System at IWSLT 2020 ACL 2020
HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task EMNLP 2020
HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020
HW-TSC’s Participation in the WMT 2020 News Translation Shared Task EMNLP 2020