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absa-bert-pair

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence (NAACL 2019)

absa-codemix

Research - The aim of this project is to find the aspect from a given code-mix sentence. The traditional sequence tagging methods are compared with Deep learning methods. The concept of Question and Answering model is used to achieve this task.

ampligraph

Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

aspect-based-sentiment-analysis

Given an aspect term in a sentence, predict the sentiment label for the aspect term

aspect-based-sentiment-analysis-1

Aspect-Based Sentiment Analysis Experiments

aspect-extraction

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

aspect-extraction-1

Several aspect extraction methods tried

aspect-level-sentiment

Code and dataset for ACL2018 paper "Exploiting Document Knowledge for Aspect-level Sentiment Classification"

aspectbasedsentimentanalysis

Aspect Based Sentiment Analysis is a special type of sentiment analysis. In an explicit aspect, opinion is expressed on a target(opinion target), this aspect-polarity extraction is known as ABSA.

awesome-financial-nlp

Researches for Natural Language Processing for Financial Domain

awesome-sentiment-analysis

😀😄😂😭 A curated list of Sentiment Analysis methods, implementations and misc. 😥😟😱😤

backtrader-for-backtesting

These are the code snippets used in the Backtrader for backtesting guide on the AlgoTrading101 website

bert-fine-tuning-for-twitter-sentiment-analysis

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

chatterbot

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

corda

Corda is a distributed ledger platform designed to record, manage and automate legal agreements between business partners. Designed by (and for) the world's largest financial institutions yet with applications in multiple industries. It offers a unique response to the privacy and scalability challenges facing decentralised applications.

covid_data

crfsuite

CRFsuite: a fast implementation of Conditional Random Fields (CRFs)

crossfilter

Fast n-dimensional filtering and grouping of records.

d3

A JavaScript visualization library for HTML and SVG.

d3network

Tools for creating D3 JavaScript network graphs from R.

dc-node

Server side support for DC.js

dc.js

Multi-Dimensional charting built to work natively with crossfilter rendered with d3.js

deep-learning-for-hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

deepwalk

DeepWalk - Deep Learning for Graphs

democode

Demo code

envisionjs

Dynamic HTML5 visualization

graph_nets

Build Graph Nets in Tensorflow

holmes-extractor

Information extraction from English and German texts based on predicate logic

ian

A TensorFlow implementation for "Interactive Attention Networks for Aspect-Level Sentiment Classification"