Telugu_Experiments

In this repository, I demo some of the applications of language modeling for Telugu using a language model I trained on various Telugu Corpora.

https://karthikuppuluri.medium.com/language-modeling-for-%E0%B0%A4%E0%B1%86%E0%B0%B2%E0%B1%81%E0%B0%97%E0%B1%81-telugu-b590a029a565

Installation (Code is tested on Python 3.7.3)

pip install -r requirements.txt

I will not actively maintain this repository. Please expect delays in my response if there are any issues posted.

1. Language Model Server

streamlit run language_model_demo.py

2. Fasttext Demo

My Model Download Link: https://drive.google.com/drive/folders/1kIDJsSyesbLn42J6Fqa-kKuhhsR-efc-?usp=sharing

Pre-trained Telugu Model from Fasttext is available here: https://fasttext.cc/docs/en/crawl-vectors.html

streamlit run fasttext_telugu_demo.py

3. POS and NER demo

streamlit run pos_and_ner_demo.py

4. Comprehension Demo

streamlit run comprehension_demo_telugu.py

5. Summarizer Demo

streamlit run summarizer_demo.py

6. BERT Telugu Sentence Embeddings

python bert_sentence_embeddings.py

7. Semantic Search

python semantic_search_example.py

8. Clustering

python clustering_example.py