Shimin Tao

44 papers · 2019–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (13) 🗺️ Taxonomy Completionist (74) 🏠 Conference Loyalist (20) 🏆 Keyword Champion (3) 🤝 Dynamic Duo (40) 🔬 Deep Specialist (20) 🧬 Topic Evolution 🗃️ Keyword Collector (180) 💎 Century Club (41) 🔥 Unstoppable (7) ❓ The Questioner ⚡ Prolific Year (15)

Conferences

EMNLP (20) ACL (8) AAAI (6) INTERSPEECH (3) COLING (2) NAACL (2) AACL (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Hao Yang (40) Min Zhang (22) Daimeng Wei (14) Minghan Wang (13) Yinglu Li (12) Jiaxin Guo (12) Yilun Liu (11) Xiaosong Qiao (11) Hengchao Shang (10) Ying Qin (10)

Keywords

machine translation (19) quality estimation (10) neural machine translation (9) large language model (5) automatic speech recognition (4) document-level translation (4) named entity recognition (4) knowledge distillation (3) multitask learning (3) text generation (3) speech recognition (3) bottleneck adapter (3) word-level prediction (3) model compression (2) pseudo labeling (2) multi-task learning (2) ensemble learning (2) domain adaptation (2) prompt engineering (2) data augmentation (2)

Papers

MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026

ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction AAAI 2026

Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026

Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance EMNLP 2025

Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025

M-Ped: Multi-Prompt Ensemble Decoding for Large Language Models EMNLP 2025

SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training AAAI 2025

Evaluation Dataset for Lexical Translation Consistency in Chinese-to-English Document-level Translation COLING 2024

DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators EMNLP 2024

Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024

A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting INTERSPEECH 2024

Using Large Language Model for End-to-End Chinese ASR and NER INTERSPEECH 2024

Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024

HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs ACL 2024

Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023

Lexical Translation Inconsistency-Aware Document-Level Translation Repair ACL 2023

The HW-TSC’s Speech-to-Speech Translation System for IWSLT 2023 ACL 2023

Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search EMNLP 2023

SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023

Empowering a Metric with LLM-assisted Named Entity Annotation: HW-TSC’s Submission to the WMT23 Metrics Shared Task EMNLP 2023

Unify Word-level and Span-level Tasks: NJUNLP’s Participation for the WMT2023 Quality Estimation Shared Task EMNLP 2023

HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023

WhiSLU: End-to-End Spoken Language Understanding with Whisper INTERSPEECH 2023

NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task EMNLP 2022

HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022

Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022

HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications NAACL 2022

HW-TSC at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SEMEVAL 2022

The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation ACL 2022

Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022

The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022

The HW-TSC’s Simultaneous Speech Translation System for IWSLT 2022 Evaluation ACL 2022

Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation EMNLP 2022

Exploring Robustness of Machine Translation Metrics: A Study of Twenty-Two Automatic Metrics in the WMT22 Metric Task EMNLP 2022

Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task EMNLP 2022

CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task EMNLP 2022

HwTscSU’s Submissions on WAT 2022 Shared Task COLING 2022

Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics AACL 2022

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 Participation at WMT 2021 Quality Estimation Shared Task EMNLP 2021

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

LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs IJCAI 2019