Lise Getoor

University of California, Santa Cruz — United States

Computer Science · Physical Sciences

64h-index18.2kcitations388works0.82yr avg
OpenAlex↗Google Scholar↗Lab page↗

Accepting Students?

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

Research Topics

Bayesian Modeling and Causal Inference(88), Complex Network Analysis Techniques(66), Data Quality and Management(63), Advanced Graph Neural Networks(47), Topic Modeling(46)

Publications388 total

A Mathematical Framework, a Taxonomy of Modeling Paradigms, and a Suite of Learning Techniques for Neural-Symbolic Systems
arXiv (Cornell University)·2024Open Access
Modeling Patterns for Neural-Symbolic Reasoning Using Energy-based Models
Proceedings of the AAAI Symposium Series·2024· 2 citedOpen Access
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic
arXiv (Cornell University)·2024Open Access
Convex and Bilevel Optimization for Neuro-Symbolic Inference and Learning
arXiv (Cornell University)·2024· 1 citedOpen Access
NeuPSL: Neural Probabilistic Soft Logic
2023· 23 citedOpen Access
Collective Grounding: Applying Database Techniques to Grounding Templated Models
Proceedings of the VLDB Endowment·2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation
arXiv (Cornell University)·2023· 23 citedOpen Access
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic
2023· 2 citedOpen Access
CausalDialogue: Modeling Utterance-level Causality in Conversations
2023Open Access
CausalDialogue: Modeling Utterance-level Causality in Conversations
arXiv (Cornell University)·2022Open Access
Multi-relational Affinity Propagation
2022
The Power of (Statistical) Relational Thinking
Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining·2022
Emotion Recognition in Conversation using Probabilistic Soft Logic
arXiv (Cornell University)·2022· 1 citedOpen Access
NeuPSL: Neural Probabilistic Soft Logic
arXiv (Cornell University)·2022· 1 citedOpen Access
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue
arXiv (Cornell University)·2022Open Access
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue
2022· 2 citedOpen Access
D-REX: Dialogue Relation Extraction with Explanations
2022· 7 citedOpen Access
Reducing opinion polarization: Effects of exposure to similar people with differing political views
Proceedings of the National Academy of Sciences·2021· 121 citedOpen Access
A taxonomy of weight learning methods for statistical relational learning
Machine Learning·2021· 2 citedOpen Access
DiffXtract: Joint Discriminative Product Attribute-Value Extraction
2021· 1 cited
page 1 of 20Next →

Frequent Co-authors

Bert Huang(8), Elena Zheleva(5), Galileo Namata(4), Lilyana Mihalkova(4), Prithviraj Sen(3), Mustafa Bilgic(3), Nir Friedman(3), Daphne Koller(3), Ben Taskar(3), Jay Pujara(3), Shobeir Fakhraei(3), Christopher Diehl(2), Pedro Domingos(2), Ashwin Machanavajjhala(2), Indrajit Bhattacharya(2), Benjamin Taskar(2), Angelika Kimmig(2), Stephen H. Bach(2), Matthias Broecheler(2), Dhanya Sridhar(2)