🧑‍🔬 Congying Xia

🏛️ Affiliations

🎓University of Illinois ChicagoChicago · United States2017–2022 · 24 papers🏢SalesforceSan Francisco · United States2022–2024 · 13 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.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. Zero-shot User Intent Detection via Capsule Neural Networks (2018 · 263 citations)
   Voice assistants keep gaining new skills, so intent classifiers often meet user intents with no annotated utterances yet.
2. MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms (2026 · 2 citations)
   Most benchmarks for LLM-based unit test generation work at the level of a single function, class, or file.

All works

7 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. User Preference-aware Fake News Detection ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetYingtong Dou et al.2021 · 292 citations
2. Zero-shot User Intent Detection via Capsule Neural NetworksConference on Empirical Methods in Natural Language Processing (EMNLP)Congying Xia, Chenwei Zhang, Xiaohui Yan, et al.2018 · 263 citations
3. Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetLichao Sun et al.2020 · 156 citations
4. Multi-grained Named Entity Recognition ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetCongying Xia et al.2019 · 112 citations
5. Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJianguo Zhang et al.2021 · 103 citations
6. Composed Variational Natural Language Generation for Few-shot Intents ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetCongying Xia et al.2020 · 43 citations
7. MultiFileTest: A Multi-File-Level LLM Unit Test Generation Benchmark and Impact of Error Fixing MechanismsFindings of the Association for Computational LinguisticsYibo Wang, Congying Xia, Wenting Zhao, et al.2026 · 2 citations

🤝 Co-authors here

10 co-authors with a page, the most papers together first.

• Philip S. Yu ×2
• Chen Xing
• Chenwei Zhang
• Chunyu Miao
• Jiangshu Du
• Wenting Zhao
• Xiaohui Yan
• Yi Chang
• Yibo Wang
• Zhongfen Deng

Venues

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

• Conference on Empirical Methods in Natural Language Processing (EMNLP) ×3: EMNLP 2018
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Findings of the Association for Computational Linguistics: EMNLP 2020
• International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
• Proceedings of the 28th International Conference on Computational Linguistics
• Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics

🔗 Cited by

Papers of our library cite their works 252 times (of the 149,439 papers whose bibliographies we read); 26 citing papers with a page here →.

Updated 31 October 2026

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