Sirui Wang
Sirui Wang has 3 papers in our library, in 2021–2025, most of them on Language models & pretraining, Information retrieval & search; often with Chunhui Zhang, Fuzheng Zhang, Rumei Li.
OpenAlex · ORCID · h-index 2 · 8 works · 16 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 192 times in our library · ⭐ Paper Stars ranking: #3236
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 2 worksInformation Systems · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 2 worksInformation retrieval & search · 1 work
Works by year
2020s
Papers
- ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer (2021 · 647 citations)
Sentence vectors taken directly from BERT, whether the [CLS] output or averaged token embeddings, behave poorly on semantic textual similarity (STS). - LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation (2025 · 14 citations)
Retrieval-augmented generation (RAG) helps LLMs with outdated or missing knowledge, but multi-hop questions remain difficult. - Growing Through Experience: Scaling Episodic Grounding in Language Models (2025 · 5 citations)
The paper addresses how language models can learn from past interaction experience (episodic grounding) to plan physical, multi-step tasks.
Co-authors here
- Chunhui Zhang
- Fuzheng Zhang
- Rumei Li
- Soroush Vosoughi
- Wei Wu
- Weiran Xu
- Xiangchi Yuan
- Xunliang Cai
- Zhongyu Ouyang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2025, ACL 2021
- International Conference on Computational Linguistics (COLING): COLING 2025
Cited by
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