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Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Oct 19, 2022 · Artificial Intelligence

How CKBERT Boosts Chinese NLP with Knowledge‑Enhanced Pretraining

CKBERT, a Chinese knowledge‑enhanced BERT developed by Alibaba’s EasyNLP team, integrates external knowledge graphs and internal linguistic cues through novel pre‑training tasks, offers three model sizes compatible with HuggingFace and PAI, and demonstrates superior performance on CLUE and NER benchmarks while providing easy deployment on cloud platforms.

CKBERTChinese NLPEasyNLP
0 likes · 40 min read
How CKBERT Boosts Chinese NLP with Knowledge‑Enhanced Pretraining
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Sep 21, 2022 · Artificial Intelligence

Unlocking PEGASUS: How EasyNLP Simplifies Text Summarization with Pre‑Training

This article explains the importance of text generation, introduces the PEGASUS model’s gap‑sentence pre‑training for abstractive summarization, and shows how the EasyNLP framework integrates PEGASUS and other Chinese and English summarization models with step‑by‑step installation, data preparation, and training commands.

EasyNLPNLPPEGASUS
0 likes · 22 min read
Unlocking PEGASUS: How EasyNLP Simplifies Text Summarization with Pre‑Training
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jul 29, 2022 · Artificial Intelligence

Unlock Chinese Text-to-Image Generation with EasyNLP’s Open‑Source Models

This article introduces EasyNLP’s newly integrated Chinese text‑to‑image generation framework, explains the underlying Transformer‑VQGAN architecture, provides model specifications, code snippets, performance benchmarks on multiple datasets, and step‑by‑step tutorials for fine‑tuning and inference using open‑source checkpoints.

AI generationChinese NLPEasyNLP
0 likes · 20 min read
Unlock Chinese Text-to-Image Generation with EasyNLP’s Open‑Source Models