Sotabase

Career

· Professor, University of Illinois Urbana-Champaign, Siebel School of Computing and Data Science2019–

Publications (206)

OpenHands: An Open Platform for AI Software Developers as Generalist Agents
International Conference on Learning Representations · 2024
374
cited
Towards a Unified Multi-Dimensional Evaluator for Text Generation
Conference on Empirical Methods in Natural Language Processing · 2022
335
cited
A Survey of Knowledge-enhanced Text Generation
ACM Computing Surveys · 2020
321
cited
CoType: Joint Extraction of Typed Entities and Relations with Knowledge Bases
The Web Conference · 2016
314
cited
TrustLLM: Trustworthiness in Large Language Models
arXiv.org · 2024
294
cited
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
North American Chapter of the Association for Computational Linguistics · 2023
246
cited
Translation between Molecules and Natural Language
Conference on Empirical Methods in Natural Language Processing · 2022
240
cited
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation
Knowledge Discovery and Data Mining · 2015
193
cited
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries
Conference on Empirical Methods in Natural Language Processing · 2021
183
cited
Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners
Neural Information Processing Systems · 2022
164
cited
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
Found. Trends Mach. Learn. · 2023
149
cited
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding
Knowledge Discovery and Data Mining · 2016
148
cited
Factuality challenges in the era of large language models and opportunities for fact-checking
Nature Machine Intelligence · 2024
147
cited
Training Software Engineering Agents and Verifiers with SWE-Gym
International Conference on Machine Learning · 2024
146
cited
CLIP-Event: Connecting Text and Images with Event Structures
Computer Vision and Pattern Recognition · 2022
145
cited
Unlearning Bias in Language Models by Partitioning Gradients
Annual Meeting of the Association for Computational Linguistics · 2023
142
cited
Liberal Event Extraction and Event Schema Induction
Annual Meeting of the Association for Computational Linguistics · 2016
139
cited
SciMON: Scientific Inspiration Machines Optimized for Novelty
Annual Meeting of the Association for Computational Linguistics · 2023
138
cited
AFET: Automatic Fine-Grained Entity Typing by Hierarchical Partial-Label Embedding
Conference on Empirical Methods in Natural Language Processing · 2016
136
cited
The Age of Social Sensing
Computer · 2018
126
cited
Sotabase