Guoqing Zheng | DeepAI

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Featured Co-authors

Wei Wang
492 publications
Graham Neubig
243 publications
Jianfeng Gao
241 publications
Xiaodong Liu
88 publications
Hao Cheng
85 publications
Yiming Yang
76 publications
Anastasios Kyrillidis
66 publications
Soroush Vosoughi
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Yangfeng Ji
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Ahmed Hassan Awadallah
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Subhabrata Mukherjee
38 publications

∙ 08/08/2023

Hybrid Retrieval-Augmented Generation for Real-time Composition Assistance

Retrieval augmented models show promise in enhancing traditional languag...

0 Xuchao Zhang, et al. ∙

∙ 06/14/2023

Fed-ZERO: Efficient Zero-shot Personalization with Federated Mixture of Experts

One of the goals in Federated Learning (FL) is to create personalized mo...

0 Chen Dun, et al. ∙

∙ 10/20/2022

Boosting Natural Language Generation from Instructions with Meta-Learning

Recent work has shown that language models (LMs) trained with multi-task...

0 Budhaditya Deb, et al. ∙

∙ 04/17/2022

Pathologies of Pre-trained Language Models in Few-shot Fine-tuning

Although adapting pre-trained language models with few examples has show...

0 Hanjie Chen, et al. ∙

∙ 04/06/2022

Knowledge Infused Decoding

Pre-trained language models (LMs) have been shown to memorize a substant...

2 Ruibo Liu, et al. ∙

∙ 11/04/2021

CLUES: Few-Shot Learning Evaluation in Natural Language Understanding

Most recent progress in natural language understanding (NLU) has been dr...

2 Subhabrata Mukherjee, et al. ∙

∙ 09/15/2021

A Conditional Generative Matching Model for Multi-lingual Reply Suggestion

We study the problem of multilingual automated reply suggestions (RS) mo...

9 Budhaditya Deb, et al. ∙

∙ 09/09/2021

MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces

Albeit the universal representational power of pre-trained language mode...

0 Srinagesh Sharma, et al. ∙

∙ 08/28/2021

WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding

Building quality machine learning models for natural language understand...

8 Guoqing Zheng, et al. ∙

∙ 06/03/2021

A Dataset and Baselines for Multilingual Reply Suggestion

Reply suggestion models help users process emails and chats faster. Prev...

0 Mozhi Zhang, et al. ∙

∙ 04/16/2021

MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning

The combination of multilingual pre-trained representations and cross-li...

12 Mengzhou Xia, et al. ∙

∙ 04/12/2021

Self-Training with Weak Supervision

State-of-the-art deep neural networks require large-scale labeled traini...

81 Giannis Karamanolakis, et al. ∙

∙ 05/26/2020

Learning with Weak Supervision for Email Intent Detection

Email remains one of the most frequently used means of online communicat...

0 Kai Shu, et al. ∙

∙ 11/10/2019

Meta Label Correction for Learning with Weak Supervision

Leveraging weak or noisy supervision for building effective machine lear...

0 Guoqing Zheng, et al. ∙

∙ 06/15/2018

Stochastic WaveNet: A Generative Latent Variable Model for Sequential Data

How to model distribution of sequential data, including but not limited ...

0 Guokun Lai, et al. ∙

∙ 11/20/2017

Likelihood Almost Free Inference Networks

Variational inference for latent variable models is prevalent in various...

0 Guoqing Zheng, et al. ∙

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