Paul A. Crook

Orcid: 0000-0002-0252-0769

According to our database1, Paul A. Crook authored at least 42 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2024
Overview of the Tenth Dialog System Technology Challenge: DSTC10.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Overview of the Ninth Dialog System Technology Challenge: DSTC9.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2022
Database Search Results Disambiguation for Task-Oriented Dialog Systems.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

KETOD: Knowledge-Enriched Task-Oriented Dialogue.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

2021
Teaching Models new APIs: Domain-Agnostic Simulators for Task Oriented Dialogue.
CoRR, 2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking.
CoRR, 2021

An Analysis of State-of-the-Art Models for Situated Interactive MultiModal Conversations (SIMMC).
Proceedings of the 22nd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2021

Adding Chit-Chat to Enhance Task-Oriented Dialogues.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue StateTracking.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Continual Learning in Task-Oriented Dialogue Systems.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Zero-Shot Dialogue State Tracking via Cross-Task Transfer.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2020
Continual Learning in Task-Oriented Dialogue Systems.
CoRR, 2020

Adding Chit-Chats to Enhance Task-Oriented Dialogues.
CoRR, 2020

Information Seeking in the Spirit of Learning: A Dataset for Conversational Curiosity.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Situated and Interactive Multimodal Conversations.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019
SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform.
CoRR, 2019

Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
Conversational Semantic Search: Looking Beyond Web Search, Q&A and Dialog Systems.
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, 2018

Impact of Domain and User's Learning Phase on Task and Session Identification in Smart Speaker Intelligent Assistants.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Measuring User Satisfaction on Smart Speaker Intelligent Assistants Using Intent Sensitive Query Embeddings.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Sequence to Sequence Modeling for User Simulation in Dialog Systems.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

End-to-end joint learning of natural language understanding and dialogue manager.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
An overview of end-to-end language understanding and dialog management for personal digital assistants.
Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016


Flexible, Rapid Authoring of Goal-Orientated, Multi-Turn Dialogues Using the Task Completion Platform.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015
On the Linear Belief Compression of POMDPs: A re-examination of current methods.
CoRR, 2015

Hypotheses ranking and state tracking for a multi-domain dialog system using multiple ASR alternates.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Multi-language hypotheses ranking and domain tracking for open domain dialogue systems.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Knowledge Graph Inference for spoken dialog systems.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
Real user evaluation of a POMDP spoken dialogue system using automatic belief compression.
Comput. Speech Lang., 2014

Hypotheses ranking for robust domain classification and tracking in dialogue systems.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014

2012
A Statistical Spoken Dialogue System using Complex User Goals and Value Directed Compression.
Proceedings of the EACL 2012, 2012

2011
Parallel Computing and Practical Constraints when applying the Standard POMDP Belief Update Formalism to Spoken Dialogue Management.
Proceedings of the Paralinguistic Information and its Integration in Spoken Dialogue Systems, 2011

Lossless Value Directed Compression of Complex User Goal States for Statistical Spoken Dialogue Systems.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010
Representing Uncertainty about Complex User Goals in Statistical Dialogue Systems.
Proceedings of the SIGDIAL 2010 Conference, 2010

2008
Identifying semi-Invariant Features on Mouse Contours.
Proceedings of the British Machine Vision Conference 2008, Leeds, UK, September 2008, 2008

2007
Learning in a state of confusion : employing active perception and reinforcement learning in partially observable worlds.
PhD thesis, 2007

2003
Could Active Perception Aid Navigation of Partially Observable Grid Worlds?
Proceedings of the Machine Learning: ECML 2003, 2003

2002
A Tale of Two Filters - On-Line Novelty Detection.
Proceedings of the 2002 IEEE International Conference on Robotics and Automation, 2002


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