Learning label-label correlations in Extreme Multi-label Classification
via Label Features

Learning label-label correlations in Extreme Multi-label Classification via Label Features

3 May 2024

Siddhant Kharbanda

Erik Schultheis

Atmadeep Banerjee

Papers citing "Learning label-label correlations in Extreme Multi-label Classification via Label Features"

13 / 13 papers shown

Title
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 53 10 0 21 May 2023
NGAME: Negative Mining-aware Mini-batching for Extreme Classification Kunal Dahiya Nilesh Gupta Deepak Saini Akshay Soni Yajun Wang ... Sonu Mehta Ramachandran Ramjee Sumeet Agarwal Purushottam Kar Manik Varma 60 37 0 10 Jul 2022
ERNIE-Search: Bridging Cross-Encoder with Dual-Encoder via Self On-the-fly Distillation for Dense Passage Retrieval Yuxiang Lu Yiding Liu Jiaxiang Liu Yunsheng Shi Zhengjie Huang ... Hao Tian Hua Wu Shuaiqiang Wang Dawei Yin Haifeng Wang 138 60 0 18 May 2022
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua Wu Haifeng Wang Ji-Rong Wen 199 254 0 14 Oct 2021
Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification Jiong Zhang Wei-Cheng Chang Hsiang-Fu Yu Inderjit S. Dhillon 51 101 0 01 Oct 2021
DECAF: Deep Extreme Classification with Label Features Anshul Mittal Kunal Dahiya Sheshansh Agrawal Deepak Saini Sumeet Agarwal Purushottam Kar Manik Varma VLM 38 67 0 01 Aug 2021
ECLARE: Extreme Classification with Label Graph Correlations Anshul Mittal Noveen Sachdeva Sheshansh Agrawal Sumeet Agarwal Purushottam Kar Manik Varma 45 65 0 31 Jul 2021
A Flexible Class of Dependence-aware Multi-Label Loss Functions Eyke Hüllermeier Marcel Wever E. Mencía Johannes Furnkranz Michael Rapp 13 5 0 02 Nov 2020
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 97 1,207 0 01 Jul 2020
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Omar Khattab Matei A. Zaharia 97 1,337 0 27 Apr 2020
Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks Wei-Lin Chiang Xuanqing Liu Si Si Yang Li Samy Bengio Cho-Jui Hsieh GNN 108 1,268 0 20 May 2019
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 173 2,610 0 09 May 2017
DiSMEC - Distributed Sparse Machines for Extreme Multi-label Classification Rohit Babbar Bernhard Schölkopf 46 252 0 08 Sep 2016