nlp

텍스트 요약 분야의 주요 연구 주제, Must-read Papers, 이용 가능한 model 및 data 등을 추천 자료와 함께 정리한 저장소입니다.

How to use TensorLayer

Python library & examples for Masked Language Model Scoring (ACL 2020)

C#/.NET binding of llama.cpp, including LLaMa/GPT model inference and quantization, ASP.NET core integration and UI.

Python library & framework to build custom translators for the hearing-impaired and translate between Sign Language & Text using Artificial Intelligen...

NLP Capabilities in Neo4j

Recent trends of Entity Linking, Disambiguation, and Representation.

:boom: displaCy.js: An open-source NLP visualiser for the modern web

A curated list of all the Awesome --Topic Name-- lists I've found till date relevant to Data lifecycle, ML and DL.

Research code for pixel-based encoders of language (PIXEL)

A List of Big Models

医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、...

基于Transformers的文本分类

End-To-End Memory Network using Tensorflow

Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: Generative Ps...

Source code of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

xk-time 是时间转换，时间计算，时间格式化，时间解析，日历，时间cron表达式和时间NLP等的工具，使用Java8（JSR-310），线程安全，简单易用，多达70几种常用日...

A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Review).

A curated list of research papers and resources on code-switching

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

使用 flask + pyecharts 搭建的新冠肺炎疫情数据可视化交互分析网站平台，包含疫情数据获取、每日疫情地图、曲线图展示，数据统计分析、态势感知、确诊人数预测...

ACL 2022: BRIO: Bringing Order to Abstractive Summarization

⚡ Local chat assistants with AI superpowers

Code for the TriviaQA reading comprehension dataset

Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code...

Rule-based facts extraction for Russian language

The fastest way to build and start training your own LLM. CLI tool that scaffolds production-ready PyTorch training projects in seconds. Like create-n...

chatbot_ner: Named Entity Recognition for chatbots.

Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)

Neural Search

(NeurIPS D&B 2024) STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases

Language sentiment analysis and neural networks... for trolls.

This repository contains a new generative model of chatbot based on seq2seq modeling.

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

dialogbot, provide search-based dialogue, task-based dialogue and generative dialogue model. 对话机器人，基于问答型对话、任务型对话、聊天型对话等模型...

A simple effective ToolKit for short text matching

My Tech Blog: about Mojo / Rust / Golang / Python / Kotlin / Flutter / VueJS / Blockchain etc.

Make function calling with LLM easier

React Native Apple LLM plugin using Foundation Models

Interface to ChatGPT from R

Cybertron: the home planet of the Transformers in Go

Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Que...

This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.

NLP tokenizers written in Go language

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

自然语言处理项目，目标是对文本进行分类。

Repository for Project Insight: NLP as a Service

AI-powered legal compliance assistant for alcohol beverage pricing laws — extracts, analyzes, and explains New York state-level regulationsusing RAG +...

AI Tool for querying natural language on tabular data.