Lingyuan Liu

According to our database, Lingyuan Liu authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Learning from Evolving Training Dynamics: An Entropy-Maximizing Data Curation Strategy for LLM Supervised Post-Training.

Mengxiang Zhang, Lingyuan Liu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Less is More: Selective Reflection for Compatible and Efficient Knowledge Distillation in Large Language Models.

Lingyuan Liu, Mengxiang Zhang

CoRR, August, 2025

Being Strong Progressively! Enhancing Knowledge Distillation of Large Language Models through a Curriculum Learning Framework.

Lingyuan Liu, Mengxiang Zhang

CoRR, June, 2025

GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval.

Lingyuan Liu, Mengxiang Zhang

CoRR, June, 2025

Staged Knowledge Distillation Through Least-to-Most Prompting: Optimizing Teacher Guidance via Difficulty-Aware Training.

Mengxiang Zhang, Lingyuan Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Exp4Fuse: A Rank Fusion Framework for Enhanced Sparse Retrieval using Large Language Model-based Query Expansion.

Lingyuan Liu, Mengxiang Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

GOLFer: Smaller LMs-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information Retrieval.

Lingyuan Liu, Mengxiang Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

A Question-Answering Assistant over Personal Knowledge Graph.

Lingyuan Liu, Huifang Du, Xiaolian Zhang, Mengying Guo, Haofen Wang, Meng Wang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Time-Sensitve Retrieval-Augmented Generation for Question Answering.

Feifan Wu, Lingyuan Liu, Wentao He, Ziqi Liu, Zhiqiang Zhang, Haofen Wang, Meng Wang

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024