Shanshan Jiang
Shanshan Jiang has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Text generation, Reasoning; often with Bin Dong, Ben He, Fangyu Lei.
OpenAlex · ORCID · h-index 32 · 185 works · 3,733 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 55 times in our library · ⭐ Paper Stars ranking: #6721
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksInformation Systems · 1 work
🧭 Topics 4Research subjects and languages the work is about.Language models & pretraining · 2 worksReasoning · 1 workText generation · 1 workCode & programming languages · 1 work
Works by year
2020s
Papers
- ChatGPT Is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models (2024 · 106 citations)
Large language models often struggle with commonsense, but it is unclear where the weakness lies: missing knowledge, or failure to apply it. - SRCB at SemEval-2026 Task 5 A Multi-Target Finetuning Framework for Large Language Models with Joint Regression and Text Generation (2026 · 1 citation)
The paper describes the first-ranked system for SemEval-2026 Task 5. In this task, models do not pick one correct sense of a homonym. They instead predict how plausible humans find a given sense in a short story, on a 1–5 scale. Evaluation uses Spearman correlation together with an accuracy measure that counts a… - GATE: Graph-based Adaptive Tool Evolution Across Diverse Tasks (2026)
LLM-based tool-making systems tend to accumulate bloated, repetitive tool libraries and are usually tied to a single task type, such as Minecraft or code generation.
Co-authors here
- Bin Dong ×3
- Ben He
- Fangyu Lei
- Hongyu Li
- Hongyu Lin
- Jianwen Luo
- Jun Zhao
- Kang Liu
- Le Sun
- Shizhu He
- Xianpei Han
- Xiao Liu
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Language Resources and Evaluation Conference (LREC): LREC 2024
- International Workshop on Semantic Evaluation (SemEval): SemEval 2026
Cited by
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