Kartik Talamadupula
18 papers · 2018–2024 · 11 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
π Cross-Pollinator (15) π Academic Marathon (6) π Interdisciplinary Bridge π Conference Polyglot (11) π Renaissance Researcher (7)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(45)
π§
Keyword Pioneer
π§¬
Topic Evolution
π€
Dynamic Duo
(10)
π
Conference Pioneer
π
Century Club
(18)
π
Trend Setter
ποΈ
Keyword Collector
(78)
π₯
Unstoppable
(7)
β‘
Prolific Year
(5)
Conferences
AAAI (6)
ACL (2)
EMNLP (2)
AISTATS (1)
COLING (1)
CVPR (1)
EACL (1)
IJCAI (1)
IJCNLP (1)
NAACL (1)
UAI (1)
Top co-authors
Keywords
text-based game
(5)
reinforcement learning
(5)
natural language inference
(4)
knowledge graph
(4)
question answering
(3)
commonsense knowledge
(3)
science question
(3)
probabilistic inference
(2)
variational inference
(2)
neural network
(2)
knowledge classification
(2)
textual entailment
(2)
belief propagation
(2)
machine reading comprehension
(2)
graph representation
(2)
semantic analysis
(1)
information retrieval
(1)
decision making
(1)
explainable ai
(1)
sequential decision making
(1)
Papers
Theory-guided Message Passing Neural Network for Probabilistic Inference
AISTATS 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
EACL 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
Variational message passing neural network for Maximum-A-Posteriori (MAP) inference
UAI 2022
Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents
AAAI 2022
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
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
IJCNLP 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations
ACL 2021
Type-augmented Relation Prediction in Knowledge Graphs
AAAI 2021
Reading Comprehension as Natural Language Inference:A Semantic Analysis
COLING 2020
Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks
AAAI 2020
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020
Improving Natural Language Inference Using External Knowledge in the Science Questions Domain
AAAI 2019
Visualizations for an Explainable Planning Agent
IJCAI 2018
An Interface for Annotating Science Questions
EMNLP 2018
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset
ACL 2018