← Authors

Kartik Talamadupula

18 papers · 2018–2024 · 11 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (15) 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (45) 🧭 Keyword Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (10) πŸš€ Conference Pioneer πŸ’Ž Century Club (18) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (78) πŸ”₯ Unstoppable (7) ⚑ 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

Pavan Kapanipathi (10) Keerthiram Murugesan (5) Maria Chang (4) Nicholas Mattei (4) Qiang Ji (4) Tian Gao (4) Murray Campbell (4) Zijun Cui (4) Michael Witbrock (3) Achille Fokoue (3)

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