Sotabase

Career

· Professor, University of Notre Dame

Publications (112)

Generate rather than Retrieve: Large Language Models are Strong Context Generators
International Conference on Learning Representations · 2022
398
cited
A Survey of Knowledge-enhanced Text Generation
ACM Computing Surveys · 2020
321
cited
Automated Phrase Mining from Massive Text Corpora
IEEE Transactions on Knowledge and Data Engineering · 2017
318
cited
TrustLLM: Trustworthiness in Large Language Models
arXiv.org · 2024
294
cited
Mining topic-level influence in heterogeneous networks
International Conference on Information and Knowledge Management · 2010
284
cited
Few-Shot Knowledge Graph Completion
AAAI Conference on Artificial Intelligence · 2019
231
cited
Few-Shot Graph Learning for Molecular Property Prediction
The Web Conference · 2021
206
cited
Graph Few-shot Learning via Knowledge Transfer
AAAI Conference on Artificial Intelligence · 2019
184
cited
CatchSync: catching synchronized behavior in large directed graphs
Knowledge Discovery and Data Mining · 2014
177
cited
Enhancing Factual Consistency of Abstractive Summarization
North American Chapter of the Association for Computational Linguistics · 2021
156
cited
Suspicious Behavior Detection: Current Trends and Future Directions
IEEE Intelligent Systems · 2016
137
cited
TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering
Knowledge Discovery and Data Mining · 2018
117
cited
Improving Language Models via Plug-and-Play Retrieval Feedback
arXiv.org · 2023
98
cited
A Survey of Multi-task Learning in Natural Language Processing: Regarding Task Relatedness and Training Methods
Conference of the European Chapter of the Association for Computational Linguistics · 2022
97
cited
Catching Synchronized Behaviors in Large Networks
ACM Transactions on Knowledge Discovery from Data · 2016
95
cited
A General Suspiciousness Metric for Dense Blocks in Multimodal Data
2015 IEEE International Conference on Data Mining · 2015
92
cited
MetaPAD: Meta Pattern Discovery from Massive Text Corpora
Knowledge Discovery and Data Mining · 2017
87
cited
Inferring Strange Behavior from Connectivity Pattern in Social Networks
Pacific-Asia Conference on Knowledge Discovery and Data Mining · 2014
86
cited
Large-Scale Embedding Learning in Heterogeneous Event Data
Industrial Conference on Data Mining · 2016
86
cited
Analysis of electroencephalogram characteristics of anti-NMDA receptor encephalitis patients in China
Clinical Neurophysiology · 2017
71
cited
Sotabase