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Search and information retrieval

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On Overcoming Miscalibrated Conversational Priors in LLM-based Chatbots

Result Diversification in Search and Recommendation: A Survey

ICRA 2024 conference recap blog - RASCAL library

RASCAL: Novel robotics for scalable and highly available automated storage and retrieval

Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models

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Published Date

Publication

Content-Based Similarity Search in Large-Scale DNA Data Storage Systems

Callista Bee, Yuan-Jyue Chen, David Ward, Xiaomeng Liu, Georg Seelig, Karin Strauss, Luis Ceze

May 2020

Project

Video

Deep Neural Methods for Retrieval by Bhaskar Mitra (Guest lecture at Emory University)

May 10, 2020 | Bhaskar Mitra

In this follow up lecture, we will be covering fundamental deep neural architectures for retrieval and ranking applications in information retrieval. Slides: https://www.slideshare.net/BhaskarMitra3/deep-neural-methods-for-retrieval Previous lecture: https://www.youtube.com/watch?v=1uut7IGStw8

01:39:29

Publication

Analyzing and Learning from User Interactions for Search Clarification

Hamed Zamani, Bhaskar Mitra, Everest Chen, Gord Lueck, Fernando Diaz, Paul Bennett, Nick Craswell, Susan Dumais

Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020

Publication

Local Self-Attention over Long Text for Efficient Document Retrieval

Sebastian Hofstätter, Hamed Zamani, Bhaskar Mitra, Nick Craswell, Allan Hanbury

Proceedings of the 43rd international ACM SIGIR conference on Research & development in information retrieval | May 2020

Publication

Transformer-XH: Multi-evidence Reasoning with Extra Hop Attention

Chen Zhao, Chenyan Xiong, Corby Rosset, Xia Song, Paul Bennett, Saurabh Tiwary

The Eighth International Conference on Learning Representations (ICLR 2020) | April 2020

Github

Video

Understanding and Improving Database-backed Applications

April 20, 2020 | Yeye He, Cong Yan

From online shopping to social media websites, many applications are built using imperative languages like Java, Python or Ruby while store its data in a persistent relational database. Such architecture enables fast development of application…