LCS2
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54:05
LLMs | Efficient LLM Decoding-I | Lec15.1
LCS2
221 views • 5 days ago
57:11
LLMs | Quantization, Pruning & Distillation | Lec 14.2
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748 views • 10 days ago
1:03:11
LLMs | Parameter Efficient Fine-Tuning (PEFT) | Lec 14.1
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960 views • 11 days ago
41:28
LLMs | Alignment of Language Models: Contrastive Learning | Lec 13.3
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281 views • 12 days ago
50:09
LLMs | Alignment of Language Models: Reward Maximization-II | Lec 13.2
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234 views • 12 days ago
48:14
LLMs | Alignment of Language Models: Reward Maximization-I | Lec 13.1
LCS2
524 views • 2 weeks ago
34:36
LLMs | Instruction Tuning | Lec 12.2
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381 views • 2 weeks ago
47:11
LLMs | Pre-training of Causal LMs and In-context Learning | Lec 12.1
LCS2
418 views • 3 weeks ago
1:29:45
LLMs | Scaling Laws | Lec 11
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642 views • 1 month ago
1:10:53
LLMs | Mixture of Experts(MoE) - II | Lec 10.2
LCS2
564 views • 1 month ago
35:01
LLMs | Mixture of Experts(MoE) - I | Lec 10.1
LCS2
1K views • 1 month ago
1:14:51
LLMs | Tokenization Strategies | Lec 9
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585 views • 1 month ago
47:41
LLMs | Advanced Attention Mechanisms-II | Lec 8.2
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572 views • 1 month ago
1:01:44
LLMs | Advanced Attention Mechanisms-I | Lec 8.1
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1K views • 1 month ago
48:49
LLMs | Pre-training Strategies | ELMo & BERT | Lec 7
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661 views • 1 month ago
1:27:44
LLMs | Intro to Transformer: Positional Encoding and Layer Normalization | Lec 6.2
LCS2
937 views • 1 month ago
1:02:01
LLMs | Introduction to Transformer: Self & Multi-Head Attention | Lec 6.1
LCS2
3.2K views • 2 months ago
44:29
LLMs | Neural Language Models: Seq2Seq and Attention | Lec 5.3
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2.3K views • 2 months ago
37:52
LLMs | Neural Language Models: LSTM and GRU | Lec 5.2
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726 views • 2 months ago
40:37
LLMs | Neural Language Models: RNNs | Lec 5.1
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773 views • 2 months ago
11:45
ACL 2024 | Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks
LCS2
232 views • 2 months ago
11:02
EACL 2024 | Probing Critical Learning Dynamics of PLMs | Hate Speech Detection
LCS2
71 views • 2 months ago
11:21
EACL 2024 | Tox-BART: Leveraging Toxicity Attributes for Explanation Generation | Hate Speech
LCS2
55 views • 2 months ago
10:15
ACL 2024 | MemeMQA: Multimodal Question Answering for Memes | Rationale-Based Inferencing
LCS2
92 views • 2 months ago
29:11
LLMs | Word Representation: GloVe | Lec 4.2
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621 views • 2 months ago
1:16:19
LLMs | Word Representation: Word2Vec | Lec 4.1
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912 views • 2 months ago
57:06
LLMs | Language Models: Advanced Smoothing & Evaluation | Lec 3.2
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1.1K views • 2 months ago
54:21
LLMs | Introduction to Language Models| Lec 3.1
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1.6K views • 2 months ago
58:14
LLMs | Introduction to Natural Language Processing | Lec 02
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2.8K views • 2 months ago
45:14
LLMs | Introduction and Recent Advances | Lec 01
LCS2
19K views • 2 months ago
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