Ruitong Liu
Ruitong Liu has 3 papers in our library, in 2025–2026, most of them on English, Language models & pretraining, Evaluation & benchmarks; often with Deqing Zou, Hai-Tao Zheng, Jingheng Ye.
OpenAlex · ORCID · h-index 19 · 101 works · 1,096 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksInformation Systems · 2 worksComputer Networks and Communications · 1 work
🧭 Topics 5Research subjects and languages the work is about.English · 2 worksLanguage models & pretraining · 1 workCode & programming languages · 1 workEvaluation & benchmarks · 1 workSemantic parsing & meaning representation · 1 work
Works by year
2020s
Papers
- Position: LLMs Can be Good Tutors in English Education (2025 · 9 citations)
This is a position paper. It runs no experiments and introduces no dataset. The authors argue that current LLM uses in English teaching mostly reuse standard NLP task framings and ignore educational methodology. They contend that LLMs can work as tutors that support human teachers rather than replace them. They… - Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration (2026)
Most Text-to-SQL benchmarks test one-shot translation of a fixed question into a read-only query. Real database work is different: users refine goals over several turns and often need to change data, not just read it. The authors introduce DySQL-Bench to evaluate LLM agents in this setting. It contains 1,072… - FEANEL: A Benchmark for Fine-Grained Error Analysis in K-12 English Writing (2025)
Feedback tools for school-age English learners usually stop at fixing errors (GEC) or giving holistic essay scores.
Co-authors here
- Deqing Zou ×2
- Hai-Tao Zheng ×2
- Jingheng Ye ×2
- Qingsong Wen ×2
- Shen Wang ×2
- Bihui Yu
- Bin Cui
- Hao Liang
- Haoyang Li
- Irwin King
- Jiaqi Chen
- Jingxuan Wei
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2025
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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