← Authors

Lise Getoor

35 papers · 2004–2024 · 10 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) πŸ—ΊοΈ Taxonomy Completionist (14) πŸƒ Academic Marathon (20) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌈 Renaissance Researcher (5) 🌍 Conference Polyglot (10) 🧬 Topic Evolution πŸ† Keyword Champion (7) πŸ—ƒοΈ Keyword Collector (128) πŸš€ Conference Pioneer πŸ’Ž Century Club (35) πŸ”₯ Unstoppable (13) πŸ“ˆ Trend Setter ⚑ Prolific Year (10)

Conferences

ICML (8) ACL (6) EMNLP (4) IJCAI (4) AAAI (3) NIPS (3) AISTATS (2) IJCNLP (2) JMLR (2) UAI (1)

Top co-authors

Bert Huang (9) Connor Pryor (8) James Foulds (7) William Yang Wang (5) Jay Pujara (5) Ben London (4) Alon Albalak (4) Yi-Lin Tuan (4) Dhanya Sridhar (4) Eriq Augustine (4)

Keywords

probabilistic soft logic (7) markov random field (6) structured prediction (6) graphical model (4) map inference (4) probabilistic graphical model (4) generalization bound (3) hinge-loss markov random field (3) statistical relational learning (3) templated graphical model (2) bayesian inference (2) dialogue system (2) collective stability (2) variational inference (2) latent variable (2) learning theory (2) structure learning (2) sentiment analysis (1) semi-supervised learning (1) convex optimization (1)

Papers

Convex and Bilevel Optimization for Neural-Symbolic Inference and Learning ICML 2024
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic ACL 2023
NeuPSL: Neural Probabilistic Soft Logic IJCAI 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation ICML 2023
CausalDialogue: Modeling Utterance-level Causality in Conversations ACL 2023
Learning explainable templated graphical models UAI 2022
D-REX: Dialogue Relation Extraction with Explanations ACL 2022
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue EMNLP 2022
Context-Aware Online Collective Inference for Templated Graphical Models ICML 2021
Local Explanation of Dialogue Response Generation NIPS 2021
Tandem Inference: An Out-of-Core Streaming Algorithm for Very Large-Scale Relational Inference AAAI 2020
BOWL: Bayesian Optimization for Weight Learning in Probabilistic Soft Logic AAAI 2020
Lifted Hinge-Loss Markov Random Fields AAAI 2019
Estimating Causal Effects of Tone in Online Debates IJCAI 2019
Scalable Probabilistic Causal Structure Discovery IJCAI 2018
Hinge-Loss Markov Random Fields and Probabilistic Soft Logic JMLR 2017
Sparsity and Noise: Where Knowledge Graph Embeddings Fall Short EMNLP 2017
Disambiguating Energy Disaggregation: A Collective Probabilistic Approach IJCAI 2017
Stability and Generalization in Structured Prediction JMLR 2016
Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums ACL 2015
Unifying Local Consistency and MAX SAT Relaxations for Scalable Inference with Rounding Guarantees AISTATS 2015
RELLY: Inferring Hypernym Relationships Between Relational Phrases EMNLP 2015
Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs ICML 2015
The Benefits of Learning with Strongly Convex Approximate Inference ICML 2015
Latent Topic Networks: A Versatile Probabilistic Programming Framework for Topic Models ICML 2015
HawkesTopic: A Joint Model for Network Inference and Topic Modeling from Text-Based Cascades ICML 2015
Weakly Supervised Models of Aspect-Sentiment for Online Course Discussion Forums IJCNLP 2015
Joint Models of Disagreement and Stance in Online Debate IJCNLP 2015
Joint Models of Disagreement and Stance in Online Debate ACL 2015
PAC-Bayesian Collective Stability AISTATS 2014
Collective Stability in Structured Prediction: Generalization from One Example ICML 2013
Scaling MPE Inference for Constrained Continuous Markov Random Fields with Consensus Optimization NIPS 2012
Computing Marginal Distributions over Continuous Markov Networks for Statistical Relational Learning NIPS 2010
Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification EMNLP 2009
Unsupervised Sense Disambiguation Using Bilingual Probabilistic Models ACL 2004