On the Downstream Performance of Compressed Word Embeddings

On the Downstream Performance of Compressed Word Embeddings

3 September 2019

Christopher Ré

Papers citing "On the Downstream Performance of Compressed Word Embeddings"

12 / 12 papers shown

Title
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 83 5 0 13 Mar 2025
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 63 66 0 10 May 2023
Project and Probe: Sample-Efficient Domain Adaptation by Interpolating Orthogonal Features Annie S. Chen Yoonho Lee Amrith Rajagopal Setlur Sergey Levine Chelsea Finn VLM 40 9 0 10 Feb 2023
Look-ups are not (yet) all you need for deep learning inference Calvin McCarter Nicholas Dronen 29 4 0 12 Jul 2022
BERTops: Studying BERT Representations under a Topological Lens Jatin Chauhan Manohar Kaul 26 3 0 02 May 2022
Managing ML Pipelines: Feature Stores and the Coming Wave of Embedding Ecosystems Laurel J. Orr Atindriyo Sanyal Xiao Ling Karan Goel Megan Leszczynski 27 18 0 11 Aug 2021
METEOR: Learning Memory and Time Efficient Representations from Multi-modal Data Streams Amila Silva S. Karunasekera C. Leckie Ling Luo AI4TS 24 2 0 23 Jul 2020
Understanding the Downstream Instability of Word Embeddings Megan Leszczynski Avner May Jian Zhang Sen Wu Christopher R. Aberger Christopher Ré 34 14 0 29 Feb 2020
Post-Training 4-bit Quantization on Embedding Tables Hui Guan Andrey Malevich Jiyan Yang Jongsoo Park Hector Yuen MQ 19 32 0 05 Nov 2019
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 304 7,005 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 312 13,377 0 25 Aug 2014