Yilun Liu

17 papers · 2022–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (34) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🤝 Dynamic Duo (11) ⚡ Prolific Year (5) 💎 Century Club (13) ❓ The Questioner (2) 🔥 Unstoppable (5) 🗃️ Keyword Collector (74)

Conferences

AAAI (4) EMNLP (4) ACL (3) SEMEVAL (2) AACL (1) COLING (1) EACL (1) NAACL (1)

Top co-authors

Shimin Tao (11) Min Zhang (8) Xiaofeng Zhao (8) Hao Yang (8) Xiaosong Qiao (7) Yinglu Li (6) Boxing Chen (5) Weibin Meng (4) Chang Su (4) Minggui He (4)

Keywords

large language model (6) machine translation (3) zero-shot learning (3) instruction tuning (2) prompt engineering (2) neural machine translation (2) prompt learning (2) bert score (2) natural language inference (2) knowledge graph (2) legal reasoning (2) quality estimation (2) multilingual translation (1) text-to-image synthesis (1) question answering (1) argument mining (1) image generation (1) entity linking (1) text classification (1) confidence calibration (1)

Papers

Parameter-Efficient Routed Fine-Tuning: Mixture-of-Experts Demands Mixture of Adaptation Modules EACL 2026

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

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

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

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

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

HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task NAACL 2024

HW-TSC at SemEval-2024 Task 5: Self-Eval? A Confident LLM System for Auto Prediction and Evaluation for the Legal Argument Reasoning Task SEMEVAL 2024

SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ACL 2024

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

HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial ACL 2023

HW-TSC at SemEval-2023 Task 7: Exploring the Natural Language Inference Capabilities of ChatGPT and Pre-trained Language Model for Clinical Trial SEMEVAL 2023

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

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

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