分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

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Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Llama中文社区，实时汇总最新Llama学习资料，构建最好的中文Llama大模型开源生态，完全开源可商用

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

100+ Chinese Word Vectors 上百种预训练中文词向量

A framework for few-shot evaluation of language models.

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

中文文本分类，TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention，DPCNN，Transformer，基于pytorch，开箱即用。

使用Bert，ERNIE，进行中文文本分类

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Fine-tuning ChatGLM-6B with PEFT | 基于 PEFT 的高效 ChatGLM 微调

800,000 step-level correctness labels on LLM solutions to MATH problems

Alpaca dataset from Stanford, cleaned and curated

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For access to our API, please email us at contact@unita…

天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

using bilstm-crf,bert and other methods to do sequence tagging task

[ECCV 2022] & [IJCV 2024] Official implementation of the paper: Audio-Visual Segmentation (with Semantics)

NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.

PyTorch + HuggingFace code for RetoMaton: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022), including an implementation of kNN-LM and kNN-MT

[EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

[ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

The official implementation of ACL2022``Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks''

The official implementation of "ICDPO: Effectively Borrowing Alignment Capability of Others via In-context Direct Preference Optimization".