nlp
Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.
Repositories (1483)
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
Deprecated in favor of https://github.com/facebook/duckling
LLMs interview notes and answers:该仓库主要记录大模型（LLMs）算法工程师相关的面试题和参考答案
xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转拼音，文本摘要，偏旁部首，句子表征及文本相似度计算等功能
Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers. For ac...
Basaran is an open-source alternative to the OpenAI text completion API. It provides a compatible streaming API for your Hugging Face Transformers-bas...
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
基于医药知识图谱的智能问答系统
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. P...
TextRank implementation for Python 3.
ktrain is a Python library that makes deep learning and AI more accessible and easier to apply
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Keras implementation of "One pixel attack for fooling deep neural networks" using differential evolution on Cifar10 and ImageNet
📖 A curated list of awesome resources dedicated to Relation Extraction, one of the most important tasks in Natural Language Processing (NLP).
Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)
Multilingual word vectors in 78 languages
Taranis AI is an advanced Open-Source Intelligence (OSINT) tool, leveraging Artificial Intelligence to revolutionize information gathering and situati...
Videos, notes and experiments to understand deep learning
🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural network model for several NLP tasks based on PyTorch and AllenNLP
整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据 、推荐系统、数据库、数据挖掘 、机器学习 、深度学习...
Explore large language models in 512MB of RAM
My first Python repo with codes in Machine Learning, NLP and Deep Learning with Keras and Theano
Neural Network Compression Framework for enhanced OpenVINO™ inference
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word...
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks....
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
A curated list of NLP resources focused on Transformer networks, attention mechanism, GPT, BERT, ChatGPT, LLMs, and transfer learning.
🎓 系统性大语言模型构建课程｜🛠️ 覆盖预训练数据工程、Tokenizer、Transformer、MoE、GPU 编程 (CUDA/Triton)、分布式训练、Scaling Laws、推理优化及对齐 (SFT...
Neural question generation using transformers
Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.
List of papers on hallucination detection in LLMs.
The most accurate natural language detection library for Rust, suitable for short text and mixed-language text
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤
Z80-μLM is a 2-bit quantized language model small enough to run on an 8-bit Z80 processor. Train conversational models in Python, export them as CP/M...
WIT (Wikipedia-based Image Text) Dataset is a large multimodal multilingual dataset comprising 37M+ image-text sets with 11M+ unique images across 100...
llms 大模型 笔记50篇 此仓库包含关于机器学习、深度学习、计算机视觉、自然语言处理、大模型 爬虫等领域 项目实战
Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。
THUOCL（THU Open Chinese Lexicon）中文词库
🤗 A list of wonderful open-source projects & applications integrated with Hugging Face libraries.
Natural language detection library for Rust. Try demo online: https://whatlang.org/
Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applicati...
:memo: This repository recorded my NLP journey.
Curated List: Practical Natural Language Processing done in Ruby
curated collection of papers for the nlp practitioner 📖👩🔬
Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
A plug-and-play library for parameter-efficient-tuning (Delta Tuning)
📖 Paper reading list in conversational AI.