This repository structures data in title, summary, tags, sentiment given a fragment of a conversation

Last update: Jan 11, 2022

Overview

Understand-conversation-AI

This repository structures data in title, summary, tags, sentiment given a fragment of a conversation

How to install:

pip install -r requirements.txt

How to run:

The code is tested in python 3.7.8 and macOS Catalina

streamlit run app.py

Or You can run online here

Owner

Juan Camilo López Montes

Data Scientist

GitHub Repository

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This repository structures data in title, summary, tags, sentiment given a fragment of a conversation

Related tags

Overview

Understand-conversation-AI

How to install:

How to run:

Owner

Juan Camilo López Montes

Code for EMNLP'21 paper "Types of Out-of-Distribution Texts and How to Detect Them"

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

Modeling cumulative cases of Covid-19 in the US during the Covid 19 Delta wave using Bayesian methods.

CorNet Correlation Networks for Extreme Multi-label Text Classification

Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al

NLP made easy

Generating new names based on trends in data using GPT2 (Transformer network)

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Multilingual text (NLP) processing toolkit

VoiceFixer VoiceFixer is a framework for general speech restoration.

Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2021).

This is the 25 + 1 year anniversary version of the 1995 Rachford-Rice contest

Text classification is one of the popular tasks in NLP that allows a program to classify free-text documents based on pre-defined classes.

Code for ACL 2020 paper "Rigid Formats Controlled Text Generation"

Train BPE with fastBPE, and load to Huggingface Tokenizer.

CPC-big and k-means clustering for zero-resource speech processing

Transcribing audio files using Hugging Face's implementation of Wav2Vec2 + "chain-linking" NLP tasks to combine speech-to-text with downstream tasks like translation and summarisation.

Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.

Asr abc - Automatic speech recognition(ASR),中文语音识别

HuggingTweets - Train a model to generate tweets