Durga Prasad Manukonda's repositories
allosaurus
Allosaurus is a pretrained universal phone recognizer for more than 2000 languages
analogical-pruning
Relevant Entity Selection for KG Bootstrapping via Analogical Pruning
Annotated-Semantic-Relationships-Datasets
A collections of public and free annotated datasets of relationships between entities/nominals (Portuguese and English)
Bert-Multi-Label-Text-Classification
This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.
DHGN
Codes for our CCL 2021 paper: Incorporating Commonsense Knowledge into Abstractive Dialogue Summarization via Heterogeneous Graph Networks
gAnswer
A KBQA system based on DBpedia.
google-search-results-python
Google Search Results via SERP API pip Python Package
Hinglish-TOP-Dataset
Consists of the largest (10K) human annotated code-switched semantic parsing dataset & 170K generated utterance using the CST5 augmentation technique. Queries are derived from TOPv2, a multi-domain task oriented semantic parsing dataset. Tests suggest that with CST5, up to 20x less labeled data can achieve the same semantic parsing performance.
KENN2
A python 3 library based on TensorFlow 2 for injecting logical knowledge into neural networks
Keyword-Extraction-Bidirectional-LSTM
Deep learning LSTM + BERT based approach for labelling a corpus with keywords, then training a model to extract keywords.
MER
Minimal Named-Entity Recognizer (MER)
notebooks
Notebooks using the Hugging Face libraries 🤗
oboformat-tools
ARCHIVED: this has been folded into the owlapi
param-share-transformer
PyTorch implementation of Lessons on Parameter Sharing across Layers in Transformers
planning_dial_summ
One implementation of the paper "Controllable Neural Dialogue Summarization with Personal Named Entity Planning".
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
QuickUMLS
System for Medical Concept Extraction and Linking
rasa
💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Text_Classification
Text Classification Algorithms: A Survey
Topical-Chat
A dataset containing human-human knowledge-grounded open-domain conversations.
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Transformer-Text-Summarizer
This project implement the transformer decoder to summarize text.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.