Tim Klinger

According to our database, Tim Klinger authored at least 44 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Quantifying artificial intelligence through algebraic generalization.

Takuya Ito, Murray Campbell, Lior Horesh, Tim Klinger, Parikshit Ram

CoRR, 2024

Neural Reasoning Networks: Efficient Interpretable Neural Networks With Automatic Textual Explanations.

Stephen Carrow, Kyle Harper Erwin, Olga Vilenskaia, Parikshit Ram, Tim Klinger, Naweed Aghmad Khan, Ndivhuwo Makondo, Alexander Gray

CoRR, 2024

The Importance of Positional Encoding Initialization in Transformers for Relational Reasoning.

Takuya Ito, Luca Cocchi, Tim Klinger, Parikshit Ram, Murray Campbell, Luke J. Hearne

CoRR, 2024

What makes Models Compositional? A Theoretical View: With Supplement.

Parikshit Ram, Tim Klinger, Alexander G. Gray

CoRR, 2024

What makes Models Compositional? A Neuro-Symbolic Theoretical View (Extended Abstract).

Parikshit Ram, Tim Klinger, Alexander G. Gray

Proceedings of the First International Workshop on Logical Foundations of Neuro-Symbolic AI (LNSAI 2024) co-located with the 33rd International Joint Conference on Artificial Intelligence (IJCAI 2024), 2024

What Makes Models Compositional? A Theoretical View.

Parikshit Ram, Tim Klinger, Alexander G. Gray

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning.

Kinjal Basu, Keerthiram Murugesan, Subhajit Chaudhury, Murray Campbell, Kartik Talamadupula, Tim Klinger

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

2023

Compositional Program Generation for Systematic Generalization.

Tim Klinger, Luke Liu, Soham Dan, Maxwell Crouse, Parikshit Ram, Alexander Gray

CoRR, 2023

Learning in Factored Domains with Information-Constrained Visual Representations.

Tyler Malloy, Miao Liu, Matthew D. Riemer, Tim Klinger, Gerald Tesauro, Chris R. Sims

CoRR, 2023

Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing.

Maxwell Crouse, Pavan Kapanipathi, Subhajit Chaudhury, Tahira Naseem, Ramón Fernandez Astudillo, Achille Fokoue, Tim Klinger

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

AI Planning Annotation for Sample Efficient Reinforcement Learning.

Junkyu Lee, Michael Katz, Don Joven Agravante, Miao Liu, Tim Klinger, Murray Campbell, Shirin Sohrabi, Gerald Tesauro

CoRR, 2022

Compositional generalization through abstract representations in human and artificial neural networks.

Takuya Ito, Tim Klinger, Douglas Schultz, John Murray, Michael W. Cole, Mattia Rigotti

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Efficient Black-Box Planning Using Macro-Actions with Focused Effects.

Cameron Allen, Michael Katz, Tim Klinger, George Konidaris, Matthew Riemer, Gerald Tesauro

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Modeling Capacity-Limited Decision Making Using a Variational Autoencoder.

Tyler Malloy, Tim Klinger, Miao Liu, Gerald Tesauro, Matthew Riemer, Chris R. Sims

Proceedings of the 43rd Annual Meeting of the Cognitive Science Society, 2021

Capacity-Limited Decentralized Actor-Critic for Multi-Agent Games.

Tyler Malloy, Chris R. Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro

Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract).

Tyler Malloy, Tim Klinger, Miao Liu, Gerald Tesauro, Matthew Riemer, Chris R. Sims

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games.

Tyler Malloy, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro, Chris R. Sims

CoRR, 2020

Deep RL With Information Constrained Policies: Generalization in Continuous Control.

Tyler Malloy, Chris R. Sims, Tim Klinger, Miao Liu, Matthew Riemer, Gerald Tesauro

CoRR, 2020

A Study of Compositional Generalization in Neural Models.

Tim Klinger, Dhaval Adjodah, Vincent Marois, Josh Joseph, Matthew Riemer, Alex 'Sandy' Pentland, Murray Campbell

CoRR, 2020

Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic.

Cameron Allen, Tim Klinger, George Konidaris, Matthew Riemer, Gerald Tesauro

CoRR, 2020

2019

Routing Networks and the Challenges of Modular and Compositional Computation.

Clemens Rosenbaum, Ignacio Cases, Matthew Riemer, Tim Klinger

CoRR, 2019

Recursive Routing Networks: Learning to Compose Modules for Language Understanding.

Ignacio Cases, Clemens Rosenbaum, Matthew Riemer, Atticus Geiger, Tim Klinger, Alex Tamkin, Olivia Li, Sandhini Agarwal, Joshua D. Greene, Dan Jurafsky, Christopher Potts, Lauri Karttunen

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Scalable Recollections for Continual Lifelong Learning.

Matthew Riemer, Tim Klinger, Djallel Bouneffouf, Michele Franceschini

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Logical Rule Induction and Theory Learning Using Neural Theorem Proving.

Andres Campero, Aldo Pareja, Tim Klinger, Josh Tenenbaum, Sebastian Riedel

CoRR, 2018

Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering.

Shuohang Wang, Mo Yu, Jing Jiang, Wei Zhang, Xiaoxiao Guo, Shiyu Chang, Zhiguo Wang, Tim Klinger, Gerald Tesauro, Murray Campbell

Proceedings of the 6th International Conference on Learning Representations, 2018

Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning.

Clemens Rosenbaum, Tim Klinger, Matthew Riemer

Proceedings of the 6th International Conference on Learning Representations, 2018

R³: Reinforced Ranker-Reader for Open-Domain Question Answering.

Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerry Tesauro, Bowen Zhou, Jing Jiang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Generation and Consolidation of Recollections for Efficient Deep Lifelong Learning.

Matthew Riemer, Michele Franceschini, Tim Klinger

CoRR, 2017

R³: Reinforced Reader-Ranker for Open-Domain Question Answering.

Shuohang Wang, Mo Yu, Xiaoxiao Guo, Zhiguo Wang, Tim Klinger, Wei Zhang, Shiyu Chang, Gerald Tesauro, Bowen Zhou, Jing Jiang

CoRR, 2017

e-QRAQ: A Multi-turn Reasoning Dataset and Simulator with Explanations.

Clemens Rosenbaum, Tian Gao, Tim Klinger

CoRR, 2017

Learning to Query, Reason, and Answer Questions On Ambiguous Texts.

Xiaoxiao Guo, Tim Klinger, Clemens Rosenbaum, Joseph P. Bigus, Murray Campbell, Ban Kawas, Kartik Talamadupula, Gerry Tesauro, Satinder Singh

Proceedings of the 5th International Conference on Learning Representations, 2017

Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation.

Iulian Vlad Serban, Tim Klinger, Gerald Tesauro, Kartik Talamadupula, Bowen Zhou, Yoshua Bengio, Aaron C. Courville

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2015

Towards Cognitive Automation of Data Science.

Alain Biem, Maria Butrico, Mark Feblowitz, Tim Klinger, Yuri Malitsky, Kenney Ng, Adam Perer, Chandra Reddy, Anton Riabov, Horst Samulowitz, Daby M. Sow, Gerald Tesauro, Deepak S. Turaga

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Characterizing defect trends in software support.

Tung Thanh Nguyen, Evelyn Duesterwald, Tim Klinger, Peter Santhanam, Tien N. Nguyen

Proceedings of the 36th International Conference on Software Engineering, 2014

2012

Inferring developer expertise through defect analysis.

Tung Thanh Nguyen, Tien N. Nguyen, Evelyn Duesterwald, Tim Klinger, Peter Santhanam

Proceedings of the 34th International Conference on Software Engineering, 2012

2011

An enterprise perspective on technical debt.

Tim Klinger, Peri L. Tarr, Patrick Wagstrom, Clay Williams

Proceedings of the 2nd Workshop on Managing Technical Debt, 2011

2010

Supporting enterprise stakeholders in software projects.

Clay Williams, Patrick Wagstrom, Kate Ehrlich, Dick Gabriel, Tim Klinger, Jacquelyn Martino, Peri L. Tarr

Proceedings of the 2010 ICSE Workshop on Cooperative and Human Aspects of Software Engineering, 2010

2009

Roles, rights, and responsibilities: Better governance through decision rights automation.

Alexander Kofman, Avi Yaeli, Tim Klinger, Peri L. Tarr

Proceedings of the 2009 ICSE Workshop on Software Development Governance, 2009

2008

Less is More: A Minimalistic Approach to UML Model-Based Conformance Test Generation.

Matthew Kaplan, Tim Klinger, Amit M. Paradkar, Avik Sinha, Clay Williams, Cemal Yilmaz

Proceedings of the First International Conference on Software Testing, 2008

Enacting responsibility assignment in software development environments.

Avi Yaeli, Tim Klinger

Proceedings of the 1st international workshop on Software development governance, 2008

2006

Integrated solution engineering.

Leiguang Gong, Tim Klinger, Paul Matchen, Peri L. Tarr, Rosario Uceda-Sosa, Annie T. T. Ying, Jian Xu, Xin Zhou

Proceedings of the Companion to the 21th Annual ACM SIGPLAN Conference on Object-Oriented Programming, 2006

2005

Toward Engineered, Useful Use Cases.

Clay Williams, Matthew Kaplan, Tim Klinger, Amit M. Paradkar

J. Object Technol., 2005

2004

Automated Risk Assessment for Managing Software Projects.

Bonnie K. Ray, Tim Klinger, R. Delmonico, Peter Santhanam

Proceedings of the Sixteenth International Conference on Software Engineering & Knowledge Engineering (SEKE'2004), 2004

Automated Consistency and Completeness Checking of Testing Models for Interactive Systems.

Amit M. Paradkar, Tim Klinger

Proceedings of the 28th International Computer Software and Applications Conference (COMPSAC 2004), 2004