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31 | 31 | ## News 📢 |
32 | 32 |
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33 | | -* 🔥 **2022.12.9 [PaddleNLP v2.4.5](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.5)** |
34 | | - * 📃 Release **UIE-X**, an universal information extraction model which supports both document and text inputs. |
35 | | - * 🔨 Industrial application: Release [**Complete Solution of Information Extraction**](./applications/information_extraction), supports most extraction tasks, and we provide a comprehensive and easy-to-use fine-tuning customization workflow。 |
36 | | -* 🔥 **2022.11.28 [PaddleNLP v2.4.4](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.4)** |
37 | | - * 💪 Framework upgrade: Introduced [**Huggingface Hub Integration**](https://huggingface.co/PaddlePaddle) with a plan to gradually support all Models, Tokenizers and Taskflows to directly load from [Huggingface Hub](https://huggingface.co/PaddlePaddle); Added PET implementation to [**Prompt API**](./docs/advanced_guide/prompt.md). |
38 | | - * 💎 NLP Tool: [**Pipelines**](./pipelines) now supports Cross-Encoder [Ernie-Search](./pipelines/API.md) for Semantic Search; Released [**SimpleServing**](./docs/server.md), a quick out-of-box solution to deploy Taskflows and Pretrained Models. |
39 | | -* 🔥 **2022.11.17 [PaddleNLP v2.4.3](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.3) Released!** |
40 | | - * 💪 Framework upgrade: 🏆 Upgrade [**Prompt API**](./docs/advanced_guide/prompt.md), supporting more flexible prompt definitions and winning the 1st place in [FewCLUE](https://mp.weixin.qq.com/s/_JPiAzFA1f0BZ0igdv-EKA); 🕸 Upgrade [**Trainer API**](./docs/trainer.md), supporting Seq2seqTrainer, IterableDataset as well as bf16 and sharding strategies. |
41 | | - * 🔨 Industrial application: 🏃 Upgrade for [**Universal Information Extraction**](./model_zoo/uie). Support **quantization aware training** and INT8 precision inference for inference performance boost. |
42 | | -* 🔥 **2022.10.27 [PaddleNLP v2.4.2](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.2) Released!** |
43 | | - * NLG Upgrade: 📄 Release [**Solution of Text Summarization**](https://github.com/PaddlePaddle/PaddleNLP/tree/develop/applications/text_summarization/pegasus) based on Pegasus;❓ Release [**Solution of Problem Generation**](./examples/question_generation), providing **general problem generation pre-trained model** based on Baidu's UNIMO Text and large-scale multi domain problem generation dataset. Supporting high-performance inference ability based on FasterGeneration , and covering the whole process of training , inference and deployment. |
44 | | -* 🔥 **2022.10.14 [PaddleNLP v2.4.1](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.1) Released!** |
45 | | - * 🧾 Release multilingual/cross-lingual pre-trained models [**ERNIE-Layout**](./model_zoo/ernie-layout/) which achieves new SOTA results in 11 downstream tasks. **DocPrompt** 🔖 based on ERNIE-Layout is also released which has the ability for multilingual document information extraction and question ansering. |
46 | | -* 🔥 **2022.9.6 [PaddleNLPv2.4](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.0) Released!** |
47 | | - |
48 | | - * 💎 NLP Tool: **[Pipelines](./pipelines)** released. Supports for fast construction of search engine and question answering systems, and it is expandable to all kinds of NLP systems. Building end-to-end pipelines for NLP tasks like playing Lego! |
49 | | - |
50 | | - * 🔨 Industrial application: Release **[Complete Solution of Text Classification](./applications/text_classification)** covering various scenarios of text classification: multi-class, multi-label and hierarchical, it also supports for **few-shot learning** and the training and optimization of **TrustAI**. Upgrade for [**Universal Information Extraction**](./model_zoo/uie) and release **UIE-M**, support both Chinese and English information extraction in a single model; release the data distillation solution for UIE to break the bottleneck of time-consuming of inference. |
51 | | - |
52 | | - * 🍭 AIGC: Release code generation SOTA model [**CodeGen**](./examples/code_generation/codegen), supports for multiple programming languages code generation. Integrate [**Text to Image Model**](https://github.com/PaddlePaddle/PaddleNLP/blob/develop/docs/model_zoo/taskflow.md#%E6%96%87%E5%9B%BE%E7%94%9F%E6%88%90) DALL·E Mini, Disco Diffusion, Stable Diffusion, let's play and have some fun! Release [**Chinese Text Summarization Application**](./applications/text_summarization), first release of chinese text summarization model pretrained on a large scale of corpus, it can be use via Taskflow API and support for finetuning on your own data. |
| 33 | +* 🔥 **Latest Features** |
| 34 | + * 📃 Release **[UIE-X](./applications/information_extraction)**, an universal information extraction model that supports both document and text inputs. |
| 35 | + * ❣️Release **[Opinion Mining and Sentiment Analysis Models](./applications/sentiment_analysis/unified_sentiment_extraction)** based on UIE, including abilities of sentence-level and aspect-based sentiment classification, attribute extraction, opinion extraction, attribute aggregation and implicit opinion extraction. |
| 36 | +* **2022.9.6 [PaddleNLPv2.4](https://github.com/PaddlePaddle/PaddleNLP/releases/tag/v2.4.0) Released!** |
| 37 | + * 💎 NLP Tools: Released **[Pipelines](./pipelines)** which supports turn-key construction of search engine and question answering systems. It features a flexible design that is applicable for all kinds of NLP systems so you can build end-to-end NLP pipelines like Legos! |
| 38 | + |
| 39 | + * 🔨 Industrial application: Release **[Complete Solution of Text Classification](./applications/text_classification)** covering various scenarios of text classification: multi-class, multi-label and hierarchical, it also supports **few-shot learning** and the training and optimization of **TrustAI**. Upgrade for [**UIE**](./model_zoo/uie) and release **UIE-M**, support both Chinese and English information extraction in a single model; release the data distillation solution for UIE to break the bottleneck of time-consuming of inference. |
| 40 | + |
| 41 | + * 🍭 AIGC: Release code generation SOTA model [**CodeGen**](./examples/code_generation/codegen) that supports multiple programming languages code generation. Integrate [**Text to Image Model**](https://github.com/PaddlePaddle/PaddleNLP/blob/develop/docs/model_zoo/taskflow.md#%E6%96%87%E5%9B%BE%E7%94%9F%E6%88%90) DALL·E Mini, Disco Diffusion, Stable Diffusion, let's play and have some fun! |
53 | 42 |
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54 | 43 | * 💪 Framework upgrade: Release [**Auto Model Compression API**](./docs/compression.md), supports for pruning and quantization automatically, lower the barriers of model compression; Release [**Few-shot Prompt**](./applications/text_classification/multi_class/few-shot), includes the algorithms such as PET, P-Tuning and RGL. |
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58 | 47 |
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| 48 | + |
59 | 49 | ## Features |
60 | 50 |
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61 | 51 | #### <a href=#out-of-box-nlp-toolset> 📦 Out-of-Box NLP Toolset </a> |
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