Proceedings of the ACM SIGIR Workshop on eCommerce 2024 co-located with the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2024), 2024

Relevance Filtering for Embedding-based Retrieval.

[BibT_eX]

[DOI]

Nicholas Rossi

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Enhancing Relevance of Embedding-based Retrieval at Walmart.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

Holistic Evaluation of Language Models.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

StarCoder: may the source be with you!

[BibT_eX]

[DOI]

Evgenii Zheltonozhskii

Logesh Kumar Umapathi

Urvashi Bhattacharyya

Carolyn Jane Anderson

Carlos Muñoz Ferrandis

Trans. Mach. Learn. Res., 2023

Evaluating Human-Language Model Interaction.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs.

[BibT_eX]

[DOI]

CoRR, 2023

Cheaply Estimating Inference Efficiency Metrics for Autoregressive Transformer Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Holistic Evaluation of Text-to-Image Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Do Question Answering Modeling Improvements Hold Across Benchmarks?

[BibT_eX]

[DOI]

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

2022

Semantic Retrieval at Walmart.

[BibT_eX]

[DOI]

Ajit Puthenputhussery

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Extending the WILDS Benchmark for Unsupervised Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Can Small and Synthetic Benchmarks Drive Modeling Innovation? A Retrospective Study of Question Answering Modeling Approaches.

[BibT_eX]

[DOI]

CoRR, 2021

WILDS: A Benchmark of in-the-Wild Distribution Shifts.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

TUTUS: Track Utilizing Transport for User Safety.

[BibT_eX]

[DOI]

Daniel Sung Hyun Shin

Proceedings of the Companion of the 2021 ACM/IEEE International Conference on Human-Robot Interaction, 2021

2020

Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments.

[BibT_eX]

[DOI]

Kenneth Choi

Tony Lee

CoRR, 2020

A Forward Train Detection Method Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Human Systems Integration 2020, 2020

2018

DataGraft: One-stop-shop for open data management.

[BibT_eX]

[DOI]

Semantic Web, 2018

2016

On Stability and Sojourn Time of Peer-to-Peer Queuing Systems.

[BibT_eX]

[DOI]

CoRR, 2016

XB: A Large-scale Korean Knowledge Base for Question Answering Systems.

[BibT_eX]

[DOI]

Jongmin Lee

Youngkyoung Ham

Tony Lee

Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

A universal sensor data platform modelled for realtime asset condition surveillance and big data analytics for railway systems: Developing a "Smart Railway" mastermind for the betterment of reliability, availability, maintainbility and safety of railway systems and passenger service.

[BibT_eX]

[DOI]

Tony Lee

May Tso

Proceedings of the 2016 IEEE SENSORS, Orlando, FL, USA, October 30 - November 3, 2016, 2016

2015

Brochette: Toward A Continuous Learning Platform for Knowledge Acquisition and Integration.

[BibT_eX]

[DOI]

Ivan Berlocher

Seonho Kim

Tony Lee