Pinned Repositories
anomaly_detection
anomaly detection on temporal data.
doc_question_answering_using_RAG
document question answering using transformer based model like LLM using RAG
image_classification
intrusion_detection
intrusion detection model
jwellery_marketing_campign_using_llm
Jwellery Shopping Assistant using LLM for Marketing Campign Purpose
NLP
My Work on NLP
NLPusingBERT
munaAchyuta's Repositories
munaAchyuta/allennlp
An open-source NLP research library, built on PyTorch.
munaAchyuta/anago
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
munaAchyuta/AutoNER
Learning Named Entity Tagger from Domain-Specific Dictionary
munaAchyuta/bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
munaAchyuta/BERT-for-RRC-ABSA
code for our NAACL 2019 paper: "BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis"
munaAchyuta/BertSum
Code for paper Fine-tune BERT for Extractive Summarization
munaAchyuta/Cookbook
munaAchyuta/coursera-DL-courses-assignments
munaAchyuta/dilated-cnn-ner
Dilated CNNs for NER in TensorFlow
munaAchyuta/DrQA
Reading Wikipedia to Answer Open-Domain Questions
munaAchyuta/DS_projects
Data-driven projects repo
munaAchyuta/eda_nlp
Code for the paper: Easy data augmentation techniques for boosting performance on text classification tasks.
munaAchyuta/ELMoForManyLangs
Pre-trained ELMo Representations for Many Languages
munaAchyuta/entity-recognition-datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
munaAchyuta/fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
munaAchyuta/fast_abs_rl
Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"
munaAchyuta/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
munaAchyuta/MeanSum
munaAchyuta/NCRFpp
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)
munaAchyuta/NER-Test
Testing NER with different models for small sized dataset.
munaAchyuta/nlp_estimator_tutorial
Educational material on using the TensorFlow Estimator framework for text classification
munaAchyuta/optuna
A hyperparameter optimization framework
munaAchyuta/productner
Algorithms to categorize products and do named entity recognition on words in product descriptions
munaAchyuta/pytorch-pretrained-BERT
A PyTorch implementation of Google AI's BERT model with script to load Google's pre-trained models
munaAchyuta/Refresh
Ranking Sentences for Extractive Summarization with Reinforcement Learning
munaAchyuta/self-attentive-parser
High-accuracy NLP parser with models for 11 languages.
munaAchyuta/skip-thoughts
Sent2Vec encoder and training code from the paper "Skip-Thought Vectors"
munaAchyuta/text_classification
all kinds of text classification models and more with deep learning
munaAchyuta/TorchCRF
An Inplementation of CRF (Conditional Random Fields) in PyTorch 1.0
munaAchyuta/zoe
Zero-Shot Open Entity Typing as Type-Compatible Grounding, EMNLP'18.