Title
BroadGen: A Framework for Generating Effective and Efficient Advertiser Broad Match Keyphrase Recommendations Ashirbad Mishra Jinyu Zhao Soumik Dey Hansi Wu Binbin Li Kamesh Madduri 44 0 0 25 May 2025
Breaking the Batch Barrier (B3) of Contrastive Learning via Smart Batch Mining Raghuveer Thirukovalluru Rui Meng Yang Liu Karthikeyan K Mingyi Su Ping Nie Semih Yavuz Yingbo Zhou Wenhu Chen Bhuwan Dhingra 85 1 0 16 May 2025
Labels in Extremes: How Well Calibrated are Extreme Multi-label Classifiers? Nasib Ullah Erik Schultheis Jinbin Zhang Rohit Babbar 50 0 0 06 Nov 2024
Navigating Extremes: Dynamic Sparsity in Large Output Spaces Nasib Ullah Erik Schultheis Mike Lasby Yani Andrew Ioannou Rohit Babbar 114 1 0 05 Nov 2024
Prototypical Extreme Multi-label Classification with a Dynamic Margin Loss Kunal Dahiya Diego Ortego David Jiménez 116 0 0 27 Oct 2024
ASTRA: Accurate and Scalable ANNS-based Training of Extreme Classifiers Sonu Mehta Jayashree Mohan Nagarajan Natarajan Ramachandran Ramjee Manik Varma 68 0 0 30 Sep 2024
GraphEx: A Graph-based Extraction Method for Advertiser Keyphrase Recommendation Ashirbad Mishra Soumik Dey Marshall Wu Jinyu Zhao He Yu Kaichen Ni Binbin Li Kamesh Madduri 132 3 0 05 Sep 2024
Graphite: A Graph-based Extreme Multi-Label Short Text Classifier for Keyphrase Recommendation Ashirbad Mishra Soumik Dey Jinyu Zhao Marshall Wu Binbin Li Kamesh Madduri 67 6 0 29 Jul 2024
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals Akash Kumar Mohankumar K. Gururaj Gagan Madan Amit Singh RALM 54 1 0 19 Jul 2024
Multi-label Learning with Random Circular Vectors Ken Nishida Kojiro Machi Kazuma Onishi Katsuhiko Hayashi Hidetaka Kamigaito 89 0 0 08 Jul 2024
UniDEC : Unified Dual Encoder and Classifier Training for Extreme Multi-Label Classification Siddhant Kharbanda Devaansh Gupta K. Gururaj Pankaj Malhotra Cho-Jui Hsieh Rohit Babbar Rohit Babbar 91 1 0 04 May 2024
Learning label-label correlations in Extreme Multi-label Classification via Label Features Siddhant Kharbanda Devaansh Gupta Erik Schultheis Atmadeep Banerjee Cho-Jui Hsieh Rohit Babbar 55 4 0 03 May 2024
ICXML: An In-Context Learning Framework for Zero-Shot Extreme Multi-Label Classification Yaxin Zhu Hamed Zamani 91 4 0 16 Nov 2023
Dual-Encoders for Extreme Multi-Label Classification Nilesh Gupta Devvrit Khatri A. S. Rawat Srinadh Bhojanapalli Prateek Jain Inderjit Dhillon VLM 86 3 0 16 Oct 2023
Multi-modal Extreme Classification Anshul Mittal Kunal Dahiya Shreya Malani Janani Ramaswamy Seba Kuruvilla Jitendra Ajmera Keng-hao Chang Sumeet Agarwal Purushottam Kar Manik Varma 89 8 0 10 Sep 2023
MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label Text Classification Hui Ye Rajshekhar Sunderraman Shihao Ji 102 3 0 25 Aug 2023
XLDA: Linear Discriminant Analysis for Scaling Continual Learning to Extreme Classification at the Edge Karan Shah Vishruth Veerendranath Anushka Hebbar Raghavendra Bhat 42 0 0 21 Jul 2023
Large Language Models as Annotators: Enhancing Generalization of NLP Models at Minimal Cost Parikshit Bansal Amit Sharma 94 40 0 27 Jun 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 59 16 0 16 Oct 2022
Unified Generative & Dense Retrieval for Query Rewriting in Sponsored Search Akash Kumar Mohankumar Bhargav Dodla K. Gururaj Amit Singh RALM 60 6 0 13 Sep 2022