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data.js
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var materials = {
"Week 1": {
"02-08-2022": [
"Introduction Slide.pdf",
"What is NLP.pdf"
],
"03-08-2022": [
"Empirical Laws.pdf",
"Regular Expressions.pdf",
"Text Processing.pdf"
]
},
"Week 2": {
"09-08-2022": [
"Spelling Correction - Edit Distance.pdf",
"Weighted edit distance, other variations.pdf"
],
"11-08-2022": [
"Noisy Channel Model for Spelling Correction.pdf"
],
"Additional Reference": [
"Flowchart for spelling correction.pdf"
]
},
"Week 3": {
"16-08-2022": [
"NLP_Class_Tutorial_1.ipynb"
],
"24-08-2022": [
"Quiz-1 Solutions.pdf"
]
},
"Week 4": {
"23-08-2022": [
"Evaluation of Language Models, Basic Smoothing.pdf",
"N-gram Language Models.pdf"
],
"25-08-2022": [
"Computational Morphology.pdf",
"Language Modelling - Advanced Smoothing Models.pdf"
]
},
"Week 5": {
"01-09-2022": [
"Finite-state methods for morphology.pdf",
"Introduction to POS Tagging.pdf"
],
"04-09-2022": [
"Baum Welch Algorithm.pdf",
"Hidden Markov Models for POS Tagging.pdf",
"Viterbi Decoding for HMM, Parameter Learning.pdf"
]
},
"Week 6": {
"13-09-2022": [
"Word2Vec.pdf",
"Word_Embeddings.pptx"
],
"15-09-2022": [
"Glove Embeddings.pdf"
],
"Additional References": [
"Efficient Estimation of Word Representations in Vector Space.pdf",
"Word2Vec research paper.pdf"
]
},
"Week 7": {
"20-09-2022": [
"GloVe Global Vectors forWord Representation.pdf",
"Syntax - Introduction.pdf",
"Syntax -Parsing I.pdf"
],
"22-09-2022": [
"Dependancy Parsing.pdf",
"Syntax -CKY, PCFGs.pdf"
]
},
"Week 8": {
"27-09-2022": [
"Dependency Grammars and Parsing - Introduction.pdf",
"Transition Based Parsing Formulation.pdf",
"Transition Based Parsing Learning.pdf"
],
"04-10-2022": [
"MST based Dependancy Parsing I.pdf",
"MST based Dependancy Parsing II.pdf"
]
},
"Week 9": {
"11-10-2022": [
"Language Models and RNNs.pdf",
"LSTMs and GRUs.pdf"
],
"13-10-2022": [
"Seq2Seq and Attention.pdf"
]
},
"Week 10": {
"01-11-2022": [
"Transformers.pdf"
],
"Supplementary reading": [
"Attention is all you need.pdf",
"Amirhossein Kazemnejad's Blog.pdf"
],
"03-11-2022": [
"Question Answering.pdf"
]
},
"Week 11": {
"10-11-2022": [
"PreTraining.pdf"
],
"Tutorial": [
"BERT_for_contradiction.ipynb",
"Seq2Seq_translation.ipynb"
]
},
"Week 12": {
"15-11-2022": [
"Question Answering.pdf"
],
"17-11-2022": [
"Coreference Resolution.pdf"
]
},
"Week 13": {
"22-11-2022": [
"Entity Linking I.pdf",
"Entity Linking II.pdf",
"Information Extraction.pdf"
],
"24-11-2022": [
"Relation Extraction.pdf",
"Distant Supervision.pdf",
"Text Summarization- LexRank.pdf"
]
},
"Week 14": {
"29-11-2022": [
"Optimization Based Approaches for Summarization.pdf",
"Summarization- Evaluation.pdf"
]
}
}
var announcements = [
["Regarding Extra Class", "Sunday(04/09/2022) there will be an extra class along with the tutorial at 3pm in B107. Also the evaluated Quiz-1 copies will be distributed in the class"],
["Quiz-2", "Tuesday(06/09/2022) there will be a quiz at 5pm"]
]