🧑‍🔬 Xuan-Phi Nguyen

🏛️ Affiliations

🏢SalesforceSan Francisco · United States2020–2026 · 17 paperscurrent🎓Nanyang Technological UniversitySingapore · Singapore2020–2025 · 7 papers🏢Alibaba DAMO AcademyHangzhou · China2023–2024 · 5 papers🏢Alibaba GroupHangzhou · China2023–2024 · 5 papers🏢Alibaba GroupGeorge Town · Cayman Islands2023–2024 · 3 papers🔬Institute for Infocomm ResearchSingapore · Singapore2020–2022 · 3 papers🏛️Agency for Science, Technology and ResearchSingapore · Singapore2020 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

🧭 Concepts, shelves and topics

Of its works in our library: the number of works on each and its rating among them.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization (2023 · 119 citations)
   This paper asks whether LLMs such as ChatGPT and GPT-4 can take over from human annotators when judging abstractive summaries.
2. SeaLLMs — Large Language Models for Southeast Asia (2023 · 92 citations)
   Mainstream LLMs are trained mostly on English. As a result, they handle Southeast Asian languages poorly, especially those written in non-Latin scripts, which standard BPE tokenizers break into very long token sequences. SeaLLMs are open models for Southeast Asian languages, built by adapting English-centric…
3. RST Parsing from Scratch (2021 · 44 citations)
   The paper tackles document-level discourse parsing in the Rhetorical Structure Theory (RST) framework. Earlier systems first split the text into elementary discourse units (EDUs) with a separate segmenter and often depended on handcrafted features. The authors recast the whole task as a top-down sequence of splitting…

All works

9 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. Large Language Models are Not Yet Human-Level Evaluators for Abstractive SummarizationChenhui Shen, Liying Cheng, Xuan-Phi Nguyen, et al.Findings of the Association for Computational Linguistics · 119 citations
2. SeaLLMs — Large Language Models for Southeast AsiaXuan-Phi Nguyen, Wenxuan Zhang, Xin Li, et al.arXiv:2312.00738 · 92 citations
3. Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization · original ↗ · no summary yet · arXiv:2305.13091 · Findings of EMNLP 2023Chenhui Shen et al.2023 · 75 citations
4. Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts · original ↗ · no summary yet · Proceedings of the 62nd Annual Meeting of the Association for Computational…Xuan-Phi Nguyen et al.2024 · 55 citations
5. RST Parsing from ScratchThanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, et al.Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) · 44 citations
6. A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems · original ↗ · no summary yet · arXiv:2504.09037Zixuan Ke et al.2025 · 38 citations
7. Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction · original ↗ · no summary yet · Findings of the Association for Computational Linguistics: ACL 2026Zhenmei Shi et al.2026 · 12 citations
8. J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Austin Xu et al.2026 · 3 citations
9. Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math · original ↗ · no summary yet · Proceedings of the 64th Annual Meeting of the Association for Computational…Shrey Pandit et al.2026 · 2 citations

🤝 Co-authors here

12 of 15 co-authors with a page, the most papers together first.

• Chenhui Shen ×2
• Liying Cheng ×2
• Guanzheng Chen
• Jianyu Wang
• Lidong Bing
• Qingyu Tan
• Shafiq Joty
• Thanh-Tung Nguyen
• Wenxuan Zhang
• Xiaoli Li
• Xin Li
• Xingxuan Li

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• Proceedings of the 62nd Annual Meeting of the Association… ×3
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2023
• Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2021
• Findings of the Association for Computational Linguistics…

🔗 Cited by

Papers of our library cite their works 292 times (of the 141,840 papers whose bibliographies we read); 34 citing papers with a page here →.

Updated 24 October 2026

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