PECOS: Prediction for Enormous and Correlated Output Spaces

PECOS: Prediction for Enormous and Correlated Output Spaces

12 October 2020

Wei-Cheng Chang

Inderjit S. Dhillon

Papers citing "PECOS: Prediction for Enormous and Correlated Output Spaces"

14 / 14 papers shown

Title
Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs Osma Suominen Juho Inkinen Mona Lehtinen 51 1 0 28 Apr 2025
SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog Jennifer D’Souza Sameer Sadruddin Holger Israel Mathias Begoin Diana Slawig 57 5 0 09 Apr 2025
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 31 3 0 18 Jan 2024
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation Eli Chien Jiong Zhang Cho-Jui Hsieh Jyun-Yu Jiang Wei-Cheng Chang O. Milenkovic Hsiang-Fu Yu 17 9 0 21 May 2023
Extreme Classification for Answer Type Prediction in Question Answering Vinay Setty 15 1 0 24 Apr 2023
Cluster-Guided Label Generation in Extreme Multi-Label Classification Taehee Jung Joo-Kyung Kim Sungjin Lee Dongyeop Kang VLM 22 6 0 17 Feb 2023
ELIAS: End-to-End Learning to Index and Search in Large Output Spaces Nilesh Gupta Patrick H. Chen Hsiang-Fu Yu Cho-Jui Hsieh Inderjit S Dhillon 18 15 0 16 Oct 2022
Deep Hierarchy in Bandits Joey Hong B. Kveton S. Katariya Manzil Zaheer Mohammad Ghavamzadeh 25 20 0 03 Feb 2022
Propensity-scored Probabilistic Label Trees Marek Wydmuch Kalina Jasinska-Kobus Rohit Babbar Krzysztof Dembczyñski 13 8 0 20 Oct 2021
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification Siddhant Kharbanda Atmadeep Banerjee Devaansh Gupta Akash Palrecha Rohit Babbar 21 9 0 13 Sep 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 29 59 0 23 Jun 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification Ting Jiang Deqing Wang Leilei Sun Huayi Yang Zhengyang Zhao Fuzhen Zhuang VLM 115 137 0 09 Jan 2021
Session-Aware Query Auto-completion using Extreme Multi-label Ranking Nishant Yadav Rajat Sen Daniel N. Hill A. Mazumdar Inderjit S. Dhillon 8 10 0 09 Dec 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018