Yuexiang Xie | DeepAI

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∙ 09/05/2023

Data-Juicer: A One-Stop Data Processing System for Large Language Models

The immense evolution in Large Language Models (LLMs) has underscored th...

0 Daoyuan Chen, et al. ∙

∙ 09/01/2023

FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning

LLMs have demonstrated great capabilities in various NLP tasks. Differen...

0 Weirui Kuang, et al. ∙

∙ 05/18/2023

Counterfactual Debiasing for Generating Factually Consistent Text Summaries

Despite substantial progress in abstractive text summarization to genera...

0 Chenhe Dong, et al. ∙

∙ 03/23/2023

FS-Real: Towards Real-World Cross-Device Federated Learning

Federated Learning (FL) aims to train high-quality models in collaborati...

0 Daoyuan Chen, et al. ∙

∙ 12/12/2022

Collaborating Heterogeneous Natural Language Processing Tasks via Federated Learning

The increasing privacy concerns on personal private text data promote th...

0 Chenhe Dong, et al. ∙

∙ 06/07/2022

Federated Hetero-Task Learning

To investigate the heterogeneity of federated learning in real-world sce...

0 Liuyi Yao, et al. ∙

∙ 04/12/2022

FederatedScope-GNN: Towards a Unified, Comprehensive and Efficient Package for Federated Graph Learning

The incredible development of federated learning (FL) has benefited vari...

0 Zhen Wang, et al. ∙

∙ 04/11/2022

FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing

Although remarkable progress has been made by the existing federated lea...

0 Yuexiang Xie, et al. ∙

∙ 08/30/2021

Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation

Despite significant progress has been achieved in text summarization, fa...

0 Yuexiang Xie, et al. ∙

∙ 04/12/2021

Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge

Answer selection, which is involved in many natural language processing ...

0 Yang Deng, et al. ∙

∙ 07/29/2020

Interactive Feature Generation via Learning Adjacency Tensor of Feature Graph

To automate the generation of interactive features, recent methods are p...

3 Yuexiang Xie, et al. ∙

∙ 11/22/2019

Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering

Community question answering (CQA) gains increasing popularity in both a...

0 Yang Deng, et al. ∙

∙ 12/06/2018

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering

Answer selection and knowledge base question answering (KBQA) are two im...

0 Yang Deng, et al. ∙

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