Shimin Tao

DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning ACL 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 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models ACL 2026 The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models ACL 2026 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 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 A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting Interspeech 2024 Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation EMNLP 2024 DeMPT: Decoding-enhanced Multi-phase Prompt Tuning for Making LLMs Be Better Context-aware Translators EMNLP 2024 Evaluation Dataset for Lexical Translation Consistency in Chinese-to-English Document-level Translation COLING 2024 HW-TSC at TextGraphs-17 Shared Task: Enhancing Inference Capabilities of LLMs with Knowledge Graphs ACL 2024 Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024 Using Large Language Model for End-to-End Chinese ASR and NER Interspeech 2024 Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning AAAI 2023 Empowering a Metric with LLM-assisted Named Entity Annotation: HW-TSC’s Submission to the WMT23 Metrics Shared Task EMNLP 2023 HW-TSC’s Participation in the WMT 2023 Automatic Post Editing Shared Task EMNLP 2023 Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search EMNLP 2023 Lexical Translation Inconsistency-Aware Document-Level Translation Repair ACL 2023 SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023 The HW-TSC’s Speech-to-Speech Translation System for IWSLT 2023 ACL 2023 Unify Word-level and Span-level Tasks: NJUNLP’s Participation for the WMT2023 Quality Estimation Shared Task EMNLP 2023 WhiSLU: End-to-End Spoken Language Understanding with Whisper Interspeech 2023 Capture Human Disagreement Distributions by Calibrated Networks for Natural Language Inference ACL 2022 CrossQE: HW-TSC 2022 Submission for the Quality Estimation 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 at SemEval-2022 Task 7: Ensemble Model Based on Pretrained Models for Identifying Plausible Clarifications SemEval 2022 HW-TSC’s Submission for the WMT22 Efficiency Task EMNLP 2022 HwTscSU’s Submissions on WAT 2022 Shared Task COLING 2022 Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation EMNLP 2022 Neighbors Are Not Strangers: Improving Non-Autoregressive Translation under Low-Frequency Lexical Constraints NAACL 2022 NJUNLP’s Participation for the WMT2022 Quality Estimation Shared Task EMNLP 2022 Partial Could Be Better than Whole. HW-TSC 2022 Submission for the Metrics Shared Task EMNLP 2022 Part Represents Whole: Improving the Evaluation of Machine Translation System Using Entropy Enhanced Metrics AACL 2022 The HW-TSC’s Offline Speech Translation System for IWSLT 2022 Evaluation ACL 2022 The HW-TSC’s Simultaneous Speech Translation System for IWSLT 2022 Evaluation ACL 2022 The HW-TSC’s Speech to Speech Translation System for IWSLT 2022 Evaluation ACL 2022 How Length Prediction Influence the Performance of Non-Autoregressive Translation? EMNLP 2021 HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task EMNLP 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021 HW-TSC’s Participation at WMT 2020 Automatic Post Editing Shared Task EMNLP 2020 HW-TSC’s Participation at WMT 2020 Quality Estimation Shared Task EMNLP 2020 LogAnomaly: Unsupervised Detection of Sequential and Quantitative Anomalies in Unstructured Logs IJCAI 2019