Chiyu Ma
Chiyu Ma has 4 papers in our library, in 2025–2026, most of them on Language models & pretraining, Reasoning, Speech & spoken language; often with Soroush Vosoughi, Xingjian Diao, Chunhui Zhang.
OpenAlex · ORCID · Wikidata · h-index 9 · 60 works · 327 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 123 times in our library · 5 more in our library without a page yet · ⭐ Paper Stars ranking: #6981
Affiliations
Fields, topics and concepts
📚 Shelves 12The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 4 worksComputer Science · 4 worksArtificial Intelligence · 4 worksLanguage and Linguistics · 4 worksSocial Sciences · 2 worksPolitical Science and International Relations · 1 workSafety Research · 1 workComputer Vision and Pattern Recognition · 2 worksSignal Processing · 1 workComputational Theory and Mathematics · 1 workEducation · 1 workInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 3 worksReasoning · 3 worksSpeech & spoken language · 1 work
Works by year
2020s
Papers
- Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-Judge (2025 · 71 citations)
LLM judges are widely used as a cheaper substitute for human evaluators, but they often favour an answer because of where it sits in the prompt rather than because of what it says. - SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models (2025 · 11 citations)
Large audio-language models (LALMs) can understand speech, but they are weak at multi-step logical reasoning. - What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical Reasoning (2026 · 4 citations)
Curriculum learning, which sorts training examples from easy to hard, is often used to improve LLM reasoning. - Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts (2026 · 3 citations)
Answering multi-hop questions over long documents requires connecting facts that appear far apart, while ignoring distracting text.
All works
- Data Boost: Text Data Augmentation Through Reinforcement Learning Guided Conditional Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetRuibo Liu et al.2020 · 103 citations
- Judging the Judges: A Systematic Study of Position Bias in LLM-as-a-JudgeInternational Joint Conference on Natural Language Processing (IJCNLP)Lin Shi, Chiyu Ma, Wenhua Liang, et al.2025 · 71 citations
- Deciphering Stereotypes in Pre-Trained Language Models ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetWeicheng Ma et al.2023 · 17 citations
- An Empirical Survey of Unsupervised Text Representation Methods on Twitter Data ↗Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020) · no summary yetLili Wang et al.2020 · 13 citations
- SoundMind: RL-Incentivized Logic Reasoning for Audio-Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Xingjian Diao, Chunhui Zhang, Keyi Kong, et al.2025 · 11 citations
- Simulated Misinformation Susceptibility (SMISTS): Enhancing Misinformation Research with Large Language Model Simulations ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetWeicheng Ma et al.2024 · 9 citations
- What Makes a Good Curriculum? Disentangling the Effects of Data Ordering on LLM Mathematical ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Yaning Jia, Chunhui Zhang, Xingjian Diao, et al.2026 · 4 citations
- Tailoring Memory Granularity for Multi-Hop Reasoning over Long ContextsFindings of the Association for Computational LinguisticsPeijun Qing, Xingjian Diao, Chiyu Ma, et al.2026 · 3 citations
- When Debiasing Backfires: Counterintuitive Side Effects of Preprocessing-Based Stereotype Mitigation ↗Findings of the Association for Computational Linguistics: ACL 2026 · no summary yetYahan Zheng et al.2026
Co-authors here
- Soroush Vosoughi ×4
- Xingjian Diao ×4
- Chunhui Zhang ×2
- Peijun Qing ×2
- Zhongyu Ouyang ×2
- Lin Shi
- Weicheng Ma
- Xiangchi Yuan
Venues
- Conference on Empirical Methods in Natural Language Processing (EMNLP) ×3: EMNLP 2025
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026
- Findings of the Association for Computational Linguistics: ACL 2024 ×2
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- International Joint Conference on Natural Language Processing (IJCNLP): IJCNLP 2025
- International Workshop on Semantic Evaluation (SemEval)
- Proceedings of the Sixth Workshop on Noisy User-generated Text (W-NUT 2020)
Cited by
Updated
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