Munindar Singh
8 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(22)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(6)
Natural Language Processing
(6)
Applications
(6)
Core Methods
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Learning Types · Machine Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory
(2)
Computer Science
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Systems
(1)
Keywords
sentiment analysis
(3)
text classification
(2)
multi-agent system
(2)
markov random field
(2)
probabilistic model
(2)
topic modeling
(2)
unsupervised learning
(2)
domain adaptation
(1)
transfer learning
(1)
reinforcement learning
(1)
attention mechanism
(1)
dependency parsing
(1)
aspect sentiment
(1)
formal verification
(1)
genetic algorithm
(1)
probabilistic modeling
(1)
semantic correspondence
(1)
pre-trained language model
(1)
bayesian inference
(1)
metric learning
(1)
Papers
CoSiNES: Contrastive Siamese Network for Entity Standardization
ACL 2023
Pixie: Preference in Implicit and Explicit Comparisons
ACL 2022
Socially Intelligent Genetic Agents for the Emergence of Explicit Norms
IJCAI 2022
Clouseau: Generating Communication Protocols from Commitments
AAAI 2020
Lin: Unsupervised Extraction of Tasks from Textual Communication
COLING 2020
Octa: Omissions and Conflicts in Target-Aspect Sentiment Analysis
EMNLP 2020
Leveraging Structural and Semantic Correspondence for Attribute-Oriented Aspect Sentiment Discovery
EMNLP 2019
Limbic: Author-Based Sentiment Aspect Modeling Regularized with Word Embeddings and Discourse Relations
EMNLP 2018