Yiming Chen
Yiming Chen has 3 papers in our library, in 2026, most of them on Language models & pretraining, Speech & spoken language, Code & programming languages; often with Robby T. Tan, Chen Zhang, Haizhou Li.
OpenAlex · ORCID · h-index 5 · 19 works · 162 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 71 times in our library · ⭐ Paper Stars ranking: #6972
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksSignal Processing · 1 workInformation Systems · 2 worksSoftware · 2 works
🧭 Topics 3Research subjects and languages the work is about.Speech & spoken language · 1 workCode & programming languages · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- VoiceBench: Benchmarking LLM-Based Voice Assistants (2026 · 74 citations)
Voice assistants built on audio-capable LLMs, such as GPT-4o-style systems, have had no common yardstick. Earlier work mostly reported ASR scores, anecdotal examples, or small spoken QA sets made from clean TTS audio. The authors address this with VoiceBench, an evaluation suite of 6,783 spoken instructions in eight… - CodeJudgeBench: Benchmarking LLM-as-a-Judge for Coding Tasks (2026 · 13 citations)
LLMs increasingly act as evaluators that compare, rank, or score code, yet little is known about how reliable they are in this role. - TreeDiff: AST-Guided Code Generation with Diffusion LLMs (2026 · 3 citations)
Diffusion-based language models (DLLMs) generate text by iteratively un-masking a corrupted sequence. They do this poorly for code, partly because training masks tokens uniformly at random, ignoring program grammar. As a result, models often produce syntactically broken drafts and miss long-range relations such as…
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era: Workshop on Structured Understanding, Retrieval, and Generation in the LLM Era 2026
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2026
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