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nlp-machine-learning

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.

Here are 1,866 public repositories matching this topic...

deeppavlov / DeepPavlov

An open source library for deep learning end-to-end dialog systems and chatbots.

Updated Nov 26, 2024
Python

thunlp / OpenPrompt

An Open-Source Framework for Prompt-Learning.

nlp natural-language-processing ai deep-learning prompt pytorch transformer prompt-toolkit nlp-library nlp-machine-learning prompts natural-language-understanding pre-trained-model pre-trained-language-models prompt-based-tuning prompt-learning

Updated Jul 16, 2024
Python

katanaml / sparrow

Data processing with ML, LLM and Vision LLM

computer-vision machinelearning gpt nlp-machine-learning rag huggingface-transformers llm vllm

Updated Feb 12, 2025
Python

zhaoyingjun / chatbot

ChatGPT带火了聊天机器人，主流的趋势都调整到了GPT类模式，本项目也与时俱进，会在近期更新GPT类版本。基于本项目和自己的语料可以训练出自己想要的聊天机器人，用于智能客服、在线问答、闲聊等场景。

python ai chatbot pytorch nlp-machine-learning seq2seq-chatbot seqgan seqgan-tensorflow tensorflow2

Updated Jun 26, 2024
Python

kk7nc / Text_Classification

Text Classification Algorithms: A Survey

Updated Oct 10, 2024
Python

chrismattmann / tika-python

Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.

Updated Apr 14, 2024
Python

MilaNLProc / contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).

nlp embeddings transformer topic-modeling nlp-library nlp-machine-learning bert neural-topic-models text-as-data topic-coherence multilingual-topic-models multilingual-models

Updated Feb 4, 2025
Python

DengBoCong / nlp-paper

自然语言处理领域下的相关论文（附阅读笔记），复现模型以及数据处理等（代码含TensorFlow和PyTorch两版本）

nlp paper dialogue speech pytorch nlp-machine-learning bert tensorflow2

Updated Jan 5, 2024
Python

google-research / tapas

End-to-end neural table-text understanding models.

tensorflow question-answering nlp-machine-learning table-parsing

Updated Jul 22, 2024
Python

Python-ai-assistant

ggeop / Python-ai-assistant

Python AI assistant 🧠

Updated Nov 17, 2024
Python

NorskRegnesentral / skweak

skweak: A software toolkit for weak supervision applied to NLP tasks

python data-science natural-language-processing weak-supervision spacy nlp-library nlp-machine-learning distant-supervision training-data

Updated Sep 2, 2024
Python

bin123apple / AutoCoder

We introduced a new model designed for the Code generation task. Its test accuracy on the HumanEval base dataset surpasses that of GPT-4 Turbo (April 2024) and GPT-4o.

nlp text-generation code-generation nlp-machine-learning humaneval llm code-interpreter

Updated Jul 6, 2024
Python

georgian-io / LLM-Finetuning-Toolkit

Toolkit for fine-tuning, ablating and unit-testing open-source LLMs.

nlp unit-testing falcon classification summarization lora nlp-machine-learning zephyr fine-tuning finetuning ablation-study large-language-models flan-t5 redpajama qlora llm-test llama2 mistral-7b

Updated Oct 25, 2024
Python

mila-iqia / babyai

BabyAI platform. A testbed for training agents to understand and execute language commands.

nlp openai-gym imitation-learning nlp-machine-learning reinforcement-learning-environments

Updated Oct 1, 2023
Python

michaelthwan / searchGPT

Grounded search engine (i.e. with source reference) based on LLM / ChatGPT / OpenAI API. It supports web search, file content search etc.

python nlp machine-learning ai retrieval openai language-model nlp-machine-learning retrieval-model llm grounded-bot grounded-api chatgpt

Updated Aug 25, 2024
Python

namuan / dr-doc-search

Converse with book - Built with GPT-3

python summarization nlp-machine-learning gpt3 langchain

Updated Oct 1, 2024
Python

lpty / nlp_base

自然语言基础模型

nlp-machine-learning

Updated Apr 29, 2019
Python

google-research-datasets / dstc8-schema-guided-dialogue

The Schema-Guided Dialogue Dataset

dialogue assistant dataset nlp-machine-learning dialogue-systems

Updated Aug 7, 2023
Python

CarryChang / Customer_Satisfaction_Analysis

基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。目的是克服用户打分和评论不一致，实时对在线民宿的满意度评测，包含在线评论采集和情感可视化分析。搭建了百度地图POI查询入口，可以进行自动化的批量查询 POI 信息的功能；构建了基于在线民宿语料的 LDA 自动主题聚类模型，利用主题中心词能找出对应的主题属性字典；以用户打分作为标注，然后 litNlp 自带的字符级 TextCNN 进行情感分析，将情感分类概率分布作为情感趋势，最后通过 POI 热力图的方式对不同地域的民宿满意度进行展示。软件版本请见链接。

sentiment-analysis nlp-machine-learning customer-satisfaction-analysis litnlp

Updated Oct 30, 2024
Python

vietnh1009 / Hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

python nlp deep-neural-networks deep-learning text-classification cnn python3 pytorch document-classification deeplearning hierarchical-attention-networks nlp-machine-learning han

Updated Oct 23, 2021
Python

Created by Alan Turing

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