DevanshKandpal: Bot: wrap bare course codes in wikilinks

2026-04-14T16:32:42Z

Bot: wrap bare course codes in wikilinks

← Older revision		Revision as of 16:32, 14 April 2026
Line 4:		Line 4:
	\| credits = 3		\| credits = 3
	\| credit_structure = 3-0-0		\| credit_structure = 3-0-0
	\| pre_requisites = ELL409/ ELL784/ COL774		\| pre_requisites = [[ELL409]]/ [[ELL784]]/ [[COL774]]
	\| overlaps = COL772		\| overlaps = [[COL772]]
	}}		}}

	== ELL884 : Deep Learning for Natural Language processing ==		== ELL884 : Deep Learning for Natural Language processing ==
	Introduction to classical NLP, tokenization, N-gram language models and their evaluation, POS tagging (HMM, Viterbi, MEMM), Parsing (CKY parser), lexical and distributional semantics, introduction to deep learning (ANN, backpropagation, activation functions, RNNs, CNNs), RNN based language models, sequence-to-sequence models, attention and self-attention, transformer, advanced transformer architectures (BERT, RoBERTa, GPT), prompt-based learning, integrating knowledge in language models, retrieval-augmented models, editing neural networks, multilingual NLP, multimodal NLP, other applications of NLP, ethics in NLP, LLM and creativity. Courses of Study 2024-2025 Electrical Engineering 194		Introduction to classical NLP, tokenization, N-gram language models and their evaluation, POS tagging (HMM, Viterbi, MEMM), Parsing (CKY parser), lexical and distributional semantics, introduction to deep learning (ANN, backpropagation, activation functions, RNNs, CNNs), RNN based language models, sequence-to-sequence models, attention and self-attention, transformer, advanced transformer architectures (BERT, RoBERTa, GPT), prompt-based learning, integrating knowledge in language models, retrieval-augmented models, editing neural networks, multilingual NLP, multimodal NLP, other applications of NLP, ethics in NLP, LLM and creativity. Courses of Study 2024-2025 Electrical Engineering 194

Prashantt492: Creating course page via bot

2026-03-04T10:05:41Z

Creating course page via bot

New page

{{Infobox Course
| code = ELL884
| name = Deep Learning for Natural Language processing
| credits = 3
| credit_structure = 3-0-0
| pre_requisites = ELL409/ ELL784/ COL774
| overlaps = COL772
}}

== ELL884 : Deep Learning for Natural Language processing ==
Introduction to classical NLP, tokenization, N-gram language models and their evaluation, POS tagging (HMM, Viterbi, MEMM), Parsing (CKY parser), lexical and distributional semantics, introduction to deep learning (ANN, backpropagation, activation functions, RNNs, CNNs), RNN based language models, sequence-to-sequence models, attention and self-attention, transformer, advanced transformer architectures (BERT, RoBERTa, GPT), prompt-based learning, integrating knowledge in language models, retrieval-augmented models, editing neural networks, multilingual NLP, multimodal NLP, other applications of NLP, ethics in NLP, LLM and creativity. Courses of Study 2024-2025 Electrical Engineering 194

ELL884 - Revision history

DevanshKandpal: Bot: wrap bare course codes in wikilinks

Prashantt492: Creating course page via bot