An Evaluation of Transfer Learning for Classifying Sales Engagement
Emails at Large Scale

An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale

19 April 2019

Pavel A. Dmitriev

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Papers citing "An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale"

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Title
Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors V. Zhelezniak Aleksandar Savkov April Shen Francesco Moramarco Jack Flann Nils Y. Hammerla 44 40 0 30 Apr 2019
Parameter-Efficient Transfer Learning for NLP N. Houlsby A. Giurgiu Stanislaw Jastrzebski Bruna Morrone Quentin de Laroussilhe Andrea Gesmundo Mona Attariyan Sylvain Gelly 221 4,514 0 02 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 139 1,273 0 31 Jan 2019
Learning and Evaluating General Linguistic Intelligence Dani Yogatama Cyprien de Masson dÁutume Jerome T. Connor Tomás Kociský Mike Chrzanowski ... Angeliki Lazaridou Wang Ling Lei Yu Chris Dyer Phil Blunsom ELM AI4CE 166 211 0 31 Jan 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 71 99 0 29 Jan 2019
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Alex Jinpeng Wang Jan Hula Patrick Xia R. Pappagari R. Thomas McCoy ... Berlin Chen Benjamin Van Durme Edouard Grave Ellie Pavlick Samuel R. Bowman LRM VLM 60 27 0 28 Dec 2018
Practical Text Classification With Large Pre-Trained Language Models Neel Kant Raul Puri Nikolai Yakovenko Bryan Catanzaro VLM 55 67 0 04 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Dissecting Contextual Word Embeddings: Architecture and Representation Matthew E. Peters Mark Neumann Luke Zettlemoyer Wen-tau Yih 99 431 0 27 Aug 2018
Large Scale Language Modeling: Converging on 40GB of Text in Four Hours Raul Puri Robert M. Kirby Nikolai Yakovenko Bryan Catanzaro 62 29 0 03 Aug 2018
Evaluation of sentence embeddings in downstream and linguistic probing tasks C. Perone Roberto Silveira Thomas S. Paula ELM 76 155 0 16 Jun 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 49 392 0 10 May 2018
Few-Shot Text Classification with Pre-Trained Word Embeddings and a Human in the Loop Katherine Bailey Sunny Chopra 36 20 0 05 Apr 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 71 330 0 30 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 233 11,566 0 15 Feb 2018
Universal Language Model Fine-tuning for Text Classification Jeremy Howard Sebastian Ruder VLM 65 276 0 18 Jan 2018
Train Once, Test Anywhere: Zero-Shot Learning for Text Classification Pushpankar Kumar Pushp Muktabh Mayank Srivastava VLM 62 93 0 16 Dec 2017
Visualizing and Understanding Neural Models in NLP Jiwei Li Xinlei Chen Eduard H. Hovy Dan Jurafsky MILM FAtt 81 707 0 02 Jun 2015