Chenming Tang
Chenming Tang has 3 papers in our library, in 2023–2026, most of them on Language models & pretraining, Evaluation & benchmarks, Grammatical error correction & learner language; often with Yunfang Wu, Weijie Liu.
OpenAlex · h-index 0 · 7 works · 0 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 15 times in our library · ⭐ Paper Stars ranking: #9180
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Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 workGrammatical error correction & learner language · 1 work
Works by year
2020s
Papers
- Evaluating the Capability of Large-scale Language Models on Chinese Grammatical Error Correction Task (2023 · 15 citations)
This report asks whether instruction-following large language models can handle Chinese grammatical error correction (CGEC) as well as dedicated systems. - Do Not Step Into the Same River Twice: Learning to Reason from Trial and Error (2026 · 3 citations)
RLVR training such as GRPO learns only from the model's own sampled answers. When every rollout for a hard problem is wrong, the group-relative advantages all become zero and the problem yields no gradient. The authors call this exploration stagnation. Existing fixes depend on human-written solutions or traces from… - Aligning Language Models with Real-time Knowledge Editing (2026)
Most knowledge-editing benchmarks are frozen snapshots, and LMs have often already seen much of their content.
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