Congying Xia

Computer Science · Physical Sciences

20h-index1.9kcitations64works3.32yr avg
OpenAlex↗ORCID↗Google Scholar↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Topic Modeling(42), Natural Language Processing Techniques(28), Multimodal Machine Learning Applications(15), Sentiment Analysis and Opinion Mining(9), Advanced Graph Neural Networks(8)

Publications63 total

ProjectTest: A Project-level LLM Unit Test Generation Benchmark and Impact of Error Fixing Mechanisms
arXiv (Cornell University)·2025Open Access
AAAR-1.0: Assessing AI's Potential to Assist Research
arXiv (Cornell University)·2024· 1 citedOpen Access
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
arXiv (Cornell University)·2024Open Access
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
arXiv (Cornell University)·2024· 2 citedOpen Access
FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
arXiv (Cornell University)·2024· 1 citedOpen Access
FOFO: A Benchmark to Evaluate LLMs’ Format-Following Capability
2024· 4 citedOpen Access
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs
2024· 10 citedOpen Access
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
2024· 12 citedOpen Access
Association of cholecystectomy with osteoporosis risk: a prospective study using data from the UK Biobank
Frontiers in Endocrinology·2023· 4 citedOpen Access
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
arXiv (Cornell University)·2023Open Access
XGen-7B Technical Report
arXiv (Cornell University)·2023· 4 citedOpen Access
Contrastive Box Embedding for Collaborative Reasoning
2023· 7 cited
Learning to Select from Multiple Options
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 7 citedOpen Access
Preference-grounded Token-level Guidance for Language Model Fine-tuning
arXiv (Cornell University)·2023· 1 citedOpen Access
Modeling Reviews for Few-Shot Recommendation via Enhanced Prototypical Network
IEEE Transactions on Knowledge and Data Engineering·2023· 1 cited
Transferring From Textual Entailment to Biomedical Named Entity Recognition
IEEE/ACM Transactions on Computational Biology and Bioinformatics·2023· 7 cited
All Labels Together: Low-shot Intent Detection with an Efficient Label Semantic Encoding Paradigm
2023Open Access
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing
2022 IEEE International Conference on Big Data (Big Data)·2022· 7 cited
Domain-Invariant Feature Progressive Distillation with Adversarial Adaptive Augmentation for Low-Resource Cross-Domain NER
ACM Transactions on Asian and Low-Resource Language Information Processing·2022· 6 cited
Learning to Select from Multiple Options
arXiv (Cornell University)·2022· 1 citedOpen Access
page 1 of 4Next →

Frequent Co-authors

Philip S. Yu(39), Wenpeng Yin(11), Tingting Liang(11), Lichao Sun(9), Lifang He(9), Yuyu Yin(8), Jiangshu Du(6), Caiming Xiong(6), Chenwei Zhang(5), Hao Peng(4), Yingtong Dou(4), Yihao Feng(4), Jianxin Li(3), Limeng Cui(3), Tao Zhang(3), Zhongfen Deng(3), Xing Chen(3), Qian Li(2), Renyu Yang(2), Kai Shu(2)