hannahawalsh / HTTF4-ESG-and-NLP
Accompanies Finastra's Hack to the Future 4 Learning Session "Sustainability reports & NLP"
☆11Updated 2 years ago
Related projects: ⓘ
- Analysing ESG report using Natural Language Processing☆49Updated 3 years ago
- Handy Jupyter Notebooks that I use in for Topic Modeling. Including text mining from PDF files, text preprocessing, Latent Dirichlet Allo…☆40Updated 5 years ago
- ☆82Updated last month
- Domain Specific BERT Model for Text Mining in Sustainable Investing☆124Updated last year
- A notebook to understand the concept of Information Extraction using NLP techniques in Python.☆41Updated 3 years ago
- NLP project on "The Silmarillion" by J.R.R. Tolkien. Text and sentiment analyses using NLTK, VADER, Text Blob, and NRC Emotion Lexicon.☆13Updated 4 years ago
- Small tutorial on how you can use BERT for Topic Modeling☆16Updated 3 years ago
- Class for Aspect-term extraction and Aspect-based sentiment analysis with BERT and Adapters☆37Updated 2 years ago
- Using NLP and LDA for Topic Modeling and Sentiment Analysis☆39Updated 3 years ago
- Code and experiments for *BERTopic: Neural topic modeling with a class-based TF-IDF procedure*☆65Updated 9 months ago
- Library of Joint Topic-Sentiment Models☆33Updated 3 years ago
- ChatGPT/GPT-3-based Aspect-Based Sentiment Analysis☆15Updated 3 months ago
- ☆105Updated 3 years ago
- Named entity relevant project☆30Updated 4 years ago
- ☆35Updated 3 years ago
- Using the Gmail API to topic model my recommended Medium reads☆24Updated 2 years ago
- PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT☆62Updated last year
- This repository includes our work on extracting the digital transformation strategy of Fortune 500 companies from earnings calls transcri…☆25Updated 3 years ago
- Code and Dataset for the Bhola et al. (2020) Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classifi…☆51Updated 3 years ago
- ☆35Updated 4 years ago
- The official implementation of the iConference 2022 paper "Identifying Machine-Paraphrased Plagiarism".☆16Updated last year
- Retrieving 'Topics' (concept) from corpus using (1) Latent Dirichlet Allocation (Genism) for modelling. Perplexity and Coherence score we…☆12Updated 5 years ago
- This is a step by step tutorial for text analyst who want an easy start to basic and and common techniques in NLP, Text Analysis, Machine…☆20Updated last year
- ☆210Updated 11 months ago
- Target-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k se…☆137Updated 9 months ago
- SentimentArcs: a large ensemble of dozens of sentiment analysis models to analyze emotion in text over time☆35Updated last year
- ☆40Updated 6 months ago
- A simple web scraping tool to get articles from Dow Jones Factiva☆11Updated 5 years ago
- Text augmentation, deep learning, and aspect-based sentiment analysis.☆14Updated 2 years ago
- Notebooks for fine-tuning a BERT model and training a LSTM model for financial QA☆31Updated 4 years ago