Lakshmi Bashyam's Projects
Report on study compares pre-training objectives, architectures, unlabeled data sets, transfer approaches, and other factors on of language understanding tasks. Analysing the inner workings of T5 and related transformer model architecture on multiple standard NLP datasets.
Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.
Bi-LSTM model implementation for identifying Named classify named entities in text into pre-defined categories such as the names of persons, organizations, locations, etc.
Implementation of baseline Information retrieval models such as TF-IDF, BM25 and LTR models for re-ranking from scratch on modified TREC documents.
Computer vision lecture assignment solutions
Config files for my GitHub profile.
Generating English sentences using Long Short-Term Memory (LSTM) Networks
Seminar on Multimodal Dialogue systems
Implementation of conversion system : Neural Language models to backing off n-gram models for decoding in speech recognition systems
Contains implementation of Pyimage search opencv tutorial
Solutions to Programming exercises for Statistical Natural language processing class SS20 @ Uds
My Implementation of chaii: Tamil Question answering competition on kaggle
1 hop question answering system over knowledge graph
Assignment code
A PyTorch-based Speech Toolkit
Python reimplementation of stwfsapy.
Black box adversarial attack and BERT-based defense on sequence-to-sequence classification models
In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.