Jiecao Chen | DeepAI

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Featured Co-authors

Yuan Zhou
82 publications
Sanjiv Kumar
74 publications
Liu Yang
73 publications
Hamed Zamani
50 publications
Ananda Theertha Suresh
44 publications
Qin Zhang
35 publications
Michael Bendersky
31 publications
Kazuma Hashimoto
31 publications
Ankit Singh Rawat
31 publications
Sashank J Reddi
28 publications
Sebastian Hofstätter
27 publications

∙ 09/28/2022

FiD-Light: Efficient and Effective Retrieval-Augmented Text Generation

Retrieval-augmented generation models offer many benefits over standalon...

0 Sebastian Hofstätter, et al. ∙

∙ 07/07/2022

Multi-Task Retrieval-Augmented Text Generation with Relevance Sampling

This paper studies multi-task training of retrieval-augmented generation...

0 Sebastian Hofstätter, et al. ∙

∙ 03/16/2022

Transforming Sequence Tagging Into A Seq2Seq Task

Pretrained, large, generative language models (LMs) have had great succe...

0 Karthik Raman, et al. ∙

∙ 03/02/2021

WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning

The milestone improvements brought about by deep representation learning...

0 Krishna Srinivasan, et al. ∙

∙ 10/23/2020

DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries

Pre-trained multilingual language models such as mBERT have shown immens...

0 Aditi Chaudhary, et al. ∙

∙ 10/07/2020

DiPair: Fast and Accurate Distillation for Trillion-Scale Text Matching and Pair Modeling

Pre-trained models like BERT (Devlin et al., 2018) have dominated NLP / ...

0 Jiecao Chen, et al. ∙

∙ 07/24/2019

Sampled Softmax with Random Fourier Features

The computational cost of training with softmax cross entropy loss grows...

5 Ankit Singh Rawat, et al. ∙

∙ 10/29/2018

Distinct Sampling on Streaming Data with Near-Duplicates

In this paper we study how to perform distinct sampling in the streaming...

0 Jiecao Chen, et al. ∙

∙ 10/16/2018

Stochastic Negative Mining for Learning with Large Output Spaces

We consider the problem of retrieving the most relevant labels for a giv...

0 Sashank J Reddi, et al. ∙

∙ 05/24/2018

A Practical Algorithm for Distributed Clustering and Outlier Detection

We study the classic k-means/median clustering, which are fundamental pr...

0 Jiecao Chen, et al. ∙

∙ 05/23/2018

Tight Bounds for Collaborative PAC Learning via Multiplicative Weights

We study the collaborative PAC learning problem recently proposed in Blu...

0 Jiecao Chen, et al. ∙

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