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Bi-CAT: Improving Robustness of LLM-based Text Rankers to Conditional Distribution Shifts

2024-05-13 | Conference paper
Contributors: Sriram Srinivasan; Stephen Sheng; Rishabh Deshmukh; Chen Luo; Yesh Dattatreya; Subhajit Sanyal; Vishwanathan S V N
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PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models

2024-03-04 | Conference paper
Contributors: Wei-Cheng Chang; Jyun-Yu Jiang; Jiong Zhang; Mutasem Al-Darabsah; Choon Hui Teo; Cho-Jui Hsieh; Hsiang-Fu Yu; S. V. N. Vishwanathan
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Web-Scale Semantic Product Search with Large Language Models

Advances in Knowledge Discovery and Data Mining
2023 | Book chapter
Part of ISBN: 9783031333798
Part of ISBN: 9783031333804
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Aashiq Muhamed; Sriram Srinivasan; Choon-Hui Teo; Qingjun Cui; Belinda Zeng; Trishul Chilimbi; S. V. N. Vishwanathan
Source: Self-asserted source
Vishwanathan S. V. N.

Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track
2022 | Conference paper
Contributors: Ashutosh Joshi; Shankar Vishwanath; Choon Teo; Vaclav Petricek; Vishy Vishwanathan; Rahul Bhagat; Jonathan May
Source: Self-asserted source
Vishwanathan S. V. N.

Toward Understanding Privileged Features Distillation in Learning-to-Rank

Advances in Neural Information Processing Systems
2022 | Conference paper
URI:

https://proceedings.neurips.cc/paper_files/paper/2022/file/aa31dc84098add7dd2ffdd20646f2043-Paper-Conference.pdf

Contributors: Yang, Shuo; Sanghavi, Sujay; Rahmanian, Holakou; Bakus, Jan; S. V. N., Vishwanathan; S. Koyejo; S. Mohamed; A. Agarwal; D. Belgrave; K. Cho et al.
Source: Self-asserted source
Vishwanathan S. V. N.