Iain Mackie

According to our database, Iain Mackie authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

Open Assistant Toolkit - version 2.

Sophie Fischer, Federico Rossetto, Carlos Gemmell, Andrew Ramsay, Iain Mackie, Philip Zubel, Niklas Tecklenburg, Jeffrey Dalton

CoRR, 2024

GRILLBot In Practice: Lessons and Tradeoffs Deploying Large Language Models for Adaptable Conversational Task Assistants.

Sophie Fischer, Carlos Gemmell, Niklas Tecklenburg, Iain Mackie, Federico Rossetto, Jeffrey Dalton

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities.

Thong Nguyen, Shubham Chatterjee, Sean MacAvaney, Iain Mackie, Jeff Dalton, Andrew Yates

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

DREQ: Document Re-ranking Using Entity-Based Query Understanding.

Shubham Chatterjee, Iain Mackie, Jeff Dalton

Proceedings of the Advances in Information Retrieval, 2024

2023

Re-Rank - Expand - Repeat: Adaptive Query Expansion for Document Retrieval Using Words and Entities.

Iain Mackie, Shubham Chatterjee, Sean MacAvaney, Jeffrey Dalton

CoRR, 2023

GRM: Generative Relevance Modeling Using Relevance-Aware Sample Estimation for Document Retrieval.

Iain Mackie, Ivan Sekulic, Shubham Chatterjee, Jeffrey Dalton, Fabio Crestani

CoRR, 2023

Generative and Pseudo-Relevant Feedback for Sparse, Dense and Learned Sparse Retrieval.

Iain Mackie, Shubham Chatterjee, Jeffrey Dalton

CoRR, 2023

Generative Relevance Feedback with Large Language Models.

Iain Mackie, Shubham Chatterjee, Jeffrey Dalton

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2022

DocuT5: Seq2seq SQL Generation with Table Documentation.

Elena Soare, Iain Mackie, Jeffrey Dalton

CoRR, 2022

Query-Specific Knowledge Graphs for Complex Finance Topics.

Iain Mackie, Jeffrey Dalton

CoRR, 2022

GRILLBot: An Assistant for Real-World Tasks with Neural Semantic Parsing and Graph-Based Representations.

Carlos Gemmell, Iain Mackie, Paul Owoicho, Federico Rossetto, Sophie Fischer, Jeffrey Dalton

CoRR, 2022

VILT: Video Instructions Linking for Complex Tasks.

Sophie Fischer, Carlos Gemmell, Iain Mackie, Jeffrey Dalton

CoRR, 2022

CODEC: Complex Document and Entity Collection.

Iain Mackie, Paul Owoicho, Carlos Gemmell, Sophie Fischer, Sean MacAvaney, Jeffrey Dalton

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

GRILLBot: A multi-modal conversational agent for complex real-world tasks.

Carlos Gemmell, Federico Rossetto, Iain Mackie, Paul Owoicho, Sophie Fischer, Jeff Dalton

Proceedings of the 23rd Annual Meeting of the Special Interest Group on Discourse and Dialogue, 2022

2021

How Deep is your Learning: the DL-HARD Annotated Deep Learning Dataset.

Iain Mackie, Jeffrey Dalton, Andrew Yates

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021