Kartik Talamadupula
17 papers · 2018–2024 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (38) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
ποΈ
Keyword Collector
(76)
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Trend Setter
π
Renaissance Researcher
(5)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Artificial Intelligence
(12)
Core AI
(10)
Deep Learning
(7)
Natural Language Processing
(7)
Applications Β· Natural Language Processing
(7)
Knowledge & Reasoning
(5)
Machine Learning
(5)
Representation
(5)
Reinforcement Learning
(4)
Core Methods
(4)
Learning Types
(4)
Applications Β· Reinforcement Learning
(3)
Architectures
(3)
Bayesian & Probabilistic
(2)
Methods
(2)
Keywords
reinforcement learning
(4)
knowledge graph
(4)
natural language inference
(4)
text-based game
(4)
question answering
(3)
science question
(3)
belief propagation
(2)
commonsense knowledge
(2)
variational inference
(2)
knowledge classification
(2)
neural network
(2)
probabilistic inference
(2)
machine reading comprehension
(2)
textual entailment
(2)
multimodal learning
(1)
information retrieval
(1)
decision making
(1)
explainable ai
(1)
sequential decision making
(1)
bayesian inference
(1)
Papers
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
EACL 2024
Theory-guided Message Passing Neural Network for Probabilistic Inference
AISTATS 2024
Biomechanics-Guided Facial Action Unit Detection Through Force Modeling
CVPR 2023
A Goal-Driven Natural Language Interface for Creating Application Integration Workflows
AAAI 2022
Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents
AAAI 2022
Variational message passing neural network for Maximum-A-Posteriori (MAP) inference
UAI 2022
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
ACL 2021
Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization
NAACL 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
AAAI 2021
Type-augmented Relation Prediction in Knowledge Graphs
AAAI 2021
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
AAAI 2020
Reading Comprehension as Natural Language Inference:A Semantic Analysis
COLING 2020
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain
AAAI 2019
An Interface for Annotating Science Questions
EMNLP 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
ACL 2018
Visualizations for an Explainable Planning Agent
IJCAI 2018