Xiao Ding
Xiao Ding has 2 papers in our library, in 2023–2024, most of them on Language models & pretraining, Evaluation & benchmarks; often with Bing Qin, Gang Chen, Junbo Zhao.
OpenAlex · ORCID · h-index 13 · 88 works · 681 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 166 times in our library · ⭐ Paper Stars ranking: #4061
Affiliations
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 works
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey (2024 · 236 citations)
Building strong NLP models depends on large amounts of diverse, well-labelled data. Collecting such data from people is expensive, sometimes impossible because of scarcity or privacy, and still prone to bias and error. LLMs can produce fluent text and follow instructions closely, which makes them attractive data… - Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate (2023 · 94 citations)
Work on LLM consistency usually examines a single model. This paper asks whether several LLMs can work together and agree on a shared answer. The authors use multi-choice commonsense reasoning as a testbed because disagreement between models can be measured exactly. They define a metric, INCON, which is the share of…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2024, Findings of the Association for Computational Linguistics 2023
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