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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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Project

Archai: Platform for Neural Architecture Search

Archai is a platform for Neural Network Search (NAS) with a goal to unify several recent advancements in research and making them accessible to non-experts so that anyone can leverage this research to generate efficient…

Publication

Product Insights: Analyzing Product Intents in Web Search

Nikitha Rao, Chetan Bansal, Subhabrata (Subho) Mukherjee, Chandra Maddila

CIKM 2020 | October 2020

Publication

Wiki2row – the In’s and Out’s or Row Suggestion with a Large Scale Knowledge Base

Alperen Karaoglu, Carina Negreanu, Shuang Chen, Jack Williams, Dany Fabian, Andy Gordon, Chin-Yew Lin

October 2020

Project

Publication

Pythia: AI-assisted Code Completion System

Alexey Svyatkovskiy, Ying Zhao, Shengyu Fu, Neel Sundaresan

25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD ’19) | September 2020

Project

Publication

BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition

Tianyang Zhao, Haoyan Liu, Qianhui Wu, Changzhi Sun, Dongdong Zhan, Zhoujun Li

25th International Conference on Database Systems for Advanced Applications (DASFAA 2020) | September 2020

Publication

Simulating information retrieval test collections

David Hawking, Bodo von Billerbeck, Paul Thomas, Nick Craswell

Published by Morgan & Claypool | September 2020

Editor(s): Gary Marchionini

ISBN: 9781681739571

Synthesis Lectures on Information Concepts, Retrieval, and Services

Publication

KRED: Knowledge-Aware Document Representation for News Recommendations

Danyang Liu, Jianxun Lian, Shiyin Wang, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie

RecSys 2020 | September 2020

Tool

Accessible Information Seeking

Slides from ACM CHIIR 2020 closing keynote on Accessible Information Seeking.

Access Publication Publication Publication Publication Publication

Video

ZeRO & Fastest BERT: Increasing the scale and speed of deep learning training in DeepSpeed

August 6, 2020 | Yuxiong He, Samyam Rajbhandari, Jeff Rasley, Tunji Ruwase

The latest trend in AI is that larger natural language models provide better accuracy; however, larger models are difficult to train because of cost, time, and ease of code integration. With the goal of advancing…

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Publication

Semantic Product Search for Matching Structured Product Catalogs in E-Commerce

Jason Ingyu Choi, Surya Kallumadi, Bhaskar Mitra, Eugene Agichtein, Faizan Javed

August 2020

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Search and information retrieval

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