Kartik Talamadupula

Orcid: 0000-0002-4628-3785

According to our database1, Kartik Talamadupula authored at least 78 papers between 2007 and 2024.

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Bibliography

2024
Are Human Conversations Special? A Large Language Model Perspective.
CoRR, 2024

EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023
Follow the Successful Herd: Towards Explanations for Improved Use and Mental Models of Natural Language Systems.
Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Biomechanics-Guided Facial Action Unit Detection Through Force Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Knowledge-augmented Deep Learning and Its Applications: A Survey.
CoRR, 2022

When Is It Acceptable to Break the Rules? Knowledge Representation of Moral Judgement Based on Empirical Data.
CoRR, 2022

Variational message passing neural network for Maximum-A-Posteriori (MAP) inference.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Better Together? An Evaluation of AI-Supported Code Translation.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Investigating Explainability of Generative AI for Code through Scenario-based Design.
Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

Drinking Chai with Your (AI) Programming Partner: A Design Fiction about Generative AI for Software Engineering 107-122.
Proceedings of the Joint Proceedings of the IUI 2022 Workshops: APEx-UI, 2022

Opportunies for Generative AI in UX Modernization 81-91.
Proceedings of the Joint Proceedings of the IUI 2022 Workshops: APEx-UI, 2022

Can You Teach Robotic Process Automation Bots New Tricks?
Proceedings of the Business Process Management: Blockchain, Robotic Process Automation, and Central and Eastern Europe Forum, 2022

Eye of the Beholder: Improved Relation Generalization for Text-Based Reinforcement Learning Agents.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Using Document Similarity Methods to create Parallel Datasets for Code Translation.
CoRR, 2021

Applied AI matters: AI4Code: applying artificial intelligence to source code.
AI Matters, 2021

Looking Beyond Sentence-Level Natural Language Inference for Question Answering and Text Summarization.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Perfection Not Required? Human-AI Partnerships in Code Translation.
Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

How Data Scientists Improve Generated Code Documentation in Jupyter Notebooks.
Proceedings of the Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), 2021

Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Type-augmented Relation Prediction in Knowledge Graphs.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Quality Estimation & Interpretability for Code Translation.
CoRR, 2020

VisualHints: A Visual-Lingual Environment for Multimodal Reinforcement Learning.
CoRR, 2020

Looking Beyond Sentence-Level Natural Language Inference for Downstream Tasks.
CoRR, 2020

An Atlas of Cultural Commonsense for Machine Reasoning.
CoRR, 2020

Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge.
CoRR, 2020

CLAI: A Platform for AI Skills on the Command Line.
CoRR, 2020

The Association for the Advancement of Artificial Intelligence 2020 Workshop Program.
AI Mag., 2020

Reading Comprehension as Natural Language Inference: A Semantic Analysis.
Proceedings of the Ninth Joint Conference on Lexical and Computational Semantics, 2020

NeurIPS 2020 NLC2CMD Competition: Translating Natural Language to Bash Commands.
Proceedings of the NeurIPS 2020 Competition and Demonstration Track, 2020

Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
An Embodied Cognitive Assistant for Visualizing and Analyzing Exoplanet Data.
IEEE Internet Comput., 2019

Heuristics for Interpretable Knowledge Graph Contextualization.
CoRR, 2019

Reports of the Workshops Held at the 2019 AAAI Conference on Artificial Intelligence.
AI Mag., 2019

Planning and visualization for a smart meeting room assistant.
AI Commun., 2019

UIBK: user interactions for building knowledge.
Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

Answering Science Exam Questions Using Query Reformulation with Background Knowledge.
Proceedings of the 1st Conference on Automated Knowledge Base Construction, 2019

Improving Natural Language Inference Using External Knowledge in the Science Questions Domain.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Tentacular Artificial Intelligence, and the Architecture Thereof, Introduced.
CoRR, 2018

Answering Science Exam Questions Using Query Rewriting with Background Knowledge.
CoRR, 2018

Visualizations for an Explainable Planning Agent.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

An Interface for Annotating Science Questions.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018

Toward a Smart City Using Tentacular AI.
Proceedings of the Ambient Intelligence - 14th European Conference, 2018

A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset.
Proceedings of the Workshop on Machine Reading for Question Answering@ACL 2018, 2018

User Interfaces and Scheduling and Planning: Workshop Summary and Proposed Challenges.
Proceedings of the 2018 AAAI Spring Symposia, 2018

A Cognitive Assistant for Visualizing and Analyzing Exoplanets.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Herding the Crowd: Using Automated Planning for Better Crowdsourced Planning.
Hum. Comput., 2017

Towards Cognitive-and-Immersive Systems: Experiments in a Shared (or common) Blockworld Framework.
CoRR, 2017

Workflow Complexity for Collaborative Interactions: Where are the Metrics? - A Challenge.
CoRR, 2017

Reports of the Workshops of the Thirty-First AAAI Conference on Artificial Intelligence.
AI Mag., 2017

The Limits of Abstract Evaluation Metrics: The Case of Hate Speech Detection.
Proceedings of the 2017 ACM on Web Science Conference, 2017

Learning to Query, Reason, and Answer Questions On Ambiguous Texts.
Proceedings of the 5th International Conference on Learning Representations, 2017

A Knowledge Driven Policy Framework for Internet of Things.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

Policy Conflict Resolution in IoT via Planning.
Proceedings of the Advances in Artificial Intelligence, 2017

Mr. Jones - Towards a Proactive Smart Room Orchestrator.
Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017

Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

UbuntuWorld 1.0 LTS - A Platform for Automated Problem Solving & Troubleshooting in the Ubuntu OS.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
A Formal Framework for Studying Interaction in Human-Robot Societies.
Proceedings of the Symbiotic Cognitive Systems, 2016

2015
TweetSense: Context Recovery for Orphan Tweets by Exploiting Social Signals in Twitter.
Proceedings of the ACM Web Science Conference, 2015

Planning for serendipity.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Predicting User Engagement on Twitter with Real-World Events.
Proceedings of the Ninth International Conference on Web and Social Media, 2015

2014
The Metrics Matter! On the Incompatibility of Different Flavors of Replanning.
CoRR, 2014

Coordination in human-robot teams using mental modeling and plan recognition.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

AI-MIX: Using Automated Planning to Steer Human Workers Towards Better Crowdsourced Plans.
Proceedings of the Seconf AAAI Conference on Human Computation and Crowdsourcing, 2014

Easychair as a Pedagogical Tool: Engaging Graduate Students in the Reviewing Process.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Strategic Planning for Network Data Analysis
CoRR, 2013

Herding the Crowd: Automated Planning for Crowdsourced Planning.
CoRR, 2013

Dude, srsly?: The Surprisingly Formal Nature of Twitter's Language.
Proceedings of the Seventh International Conference on Weblogs and Social Media, 2013

Herding the Crowd: Automated Planning for Crowdsourced Planning.
Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

RAProp: ranking tweets by exploiting the tweet/user/web ecosystem and inter-tweet agreement.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Tell me when and why to do it!: run-time planner model updates via natural language instruction.
Proceedings of the International Conference on Human-Robot Interaction, 2012

2010
Planning for human-robot teaming in open worlds.
ACM Trans. Intell. Syst. Technol., 2010

G-Value Plateaus: A Challenge for Planning.
Proceedings of the 20th International Conference on Automated Planning and Scheduling, 2010

Integrating a Closed World Planner with an Open World Robot: A Case Study.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Finding and exploiting goal opportunities in real-time during plan execution.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

2007
Evaluating Temporal Planning Domains.
Proceedings of the Seventeenth International Conference on Automated Planning and Scheduling, 2007


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