Lakshmi Bashyam's repositories
Document-retrieval-and-reranking
Implementation of baseline Information retrieval models such as TF-IDF, BM25 and LTR models for re-ranking from scratch on modified TREC documents.
Text_perturbation_attack
Black box adversarial attack and BERT-based defense on sequence-to-sequence classification models
Deeplearning4NER
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.
ML4empathy
Seminar on Multimodal Dialogue systems
NeuralLM2Arpa
Implementation of conversion system : Neural Language models to backing off n-gram models for decoding in speech recognition systems
Analysis_of_transfer_learning_methods
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
Annif is a multi-algorithm automated subject indexing tool for libraries, archives and museums.
Lakri99
Config files for my GitHub profile.
lstm-sentence-generator
Generating English sentences using Long Short-Term Memory (LSTM) Networks
OpenCV-tutorial
Contains implementation of Pyimage search opencv tutorial
Programming-exercises-NLP
Solutions to Programming exercises for Statistical Natural language processing class SS20 @ Uds
QA4tamil
My Implementation of chaii: Tamil Question answering competition on kaggle
Socket_programming
Assignment code
speechbrain
A PyTorch-based Speech Toolkit
stwfsapy
Python reimplementation of stwfsapy.
xmc.dspy
In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.