Media Summary: REALM, k-NN LM, do LMs use retrievals? slides: prompt-based learning, prefix tuning, prompt tuning slides: evaluation, BLEU, ROUGE, BLEURT, BERTScore slides:

Umass Cs685 F21 Advanced Nlp Retrieval Augmented Language Modeling - Detailed Analysis & Overview

REALM, k-NN LM, do LMs use retrievals? slides: prompt-based learning, prefix tuning, prompt tuning slides: evaluation, BLEU, ROUGE, BLEURT, BERTScore slides: word embeddings, composition functions, softmax layers, fixed-window neural bertology, probe tasks, control probes slides: course schedule:

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UMass CS685 F21 (Advanced NLP): Retrieval-augmented language modeling
UMass CS685 F21 (Advanced NLP):  Language modeling
UMass CS685 F21 (Advanced NLP):  Neural language modeling
UMass CS685 S22 (Advanced NLP) #15: Retrieval-augmented language modeling
UMass CS685 (Advanced NLP) F20: Retrieval-augmented language models
UMass CS685 F21 (Advanced NLP):  Prompt-based learning
UMass CS685 F21 (Advanced NLP):  Course introduction
UMass CS685 F21 (Advanced NLP):  Evaluating text generation systems
UMass CS685 (Advanced NLP) F20: Neural language models
UMass CS685 F21 (Advanced NLP): Multilingual NLP
UMass CS685 F21 (Advanced NLP):  Linguistic probe tasks
UMass CS685 F21 (Advanced NLP):  Exam review
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UMass CS685 F21 (Advanced NLP): Retrieval-augmented language modeling

UMass CS685 F21 (Advanced NLP): Retrieval-augmented language modeling

REALM, k-NN LM, do LMs use retrievals? slides: https://people.cs.

UMass CS685 F21 (Advanced NLP):  Language modeling

UMass CS685 F21 (Advanced NLP): Language modeling

language models

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UMass CS685 F21 (Advanced NLP):  Neural language modeling

UMass CS685 F21 (Advanced NLP): Neural language modeling

neural

UMass CS685 S22 (Advanced NLP) #15: Retrieval-augmented language modeling

UMass CS685 S22 (Advanced NLP) #15: Retrieval-augmented language modeling

retrieval

UMass CS685 (Advanced NLP) F20: Retrieval-augmented language models

UMass CS685 (Advanced NLP) F20: Retrieval-augmented language models

retrieval

Sponsored
UMass CS685 F21 (Advanced NLP):  Prompt-based learning

UMass CS685 F21 (Advanced NLP): Prompt-based learning

prompt-based learning, prefix tuning, prompt tuning slides: https://people.cs.

UMass CS685 F21 (Advanced NLP):  Course introduction

UMass CS685 F21 (Advanced NLP): Course introduction

course introduction, demos of

UMass CS685 F21 (Advanced NLP):  Evaluating text generation systems

UMass CS685 F21 (Advanced NLP): Evaluating text generation systems

evaluation, BLEU, ROUGE, BLEURT, BERTScore slides: https://people.cs.

UMass CS685 (Advanced NLP) F20: Neural language models

UMass CS685 (Advanced NLP) F20: Neural language models

word embeddings, composition functions, softmax layers, fixed-window neural

UMass CS685 F21 (Advanced NLP): Multilingual NLP

UMass CS685 F21 (Advanced NLP): Multilingual NLP

multilingual

UMass CS685 F21 (Advanced NLP):  Linguistic probe tasks

UMass CS685 F21 (Advanced NLP): Linguistic probe tasks

bertology, probe tasks, control probes slides: course schedule: https://people.cs.

UMass CS685 F21 (Advanced NLP):  Exam review

UMass CS685 F21 (Advanced NLP): Exam review

exam review slides: course schedule: https://people.cs.

UMass CS685 F21 (Advanced NLP):  Transformer language models

UMass CS685 F21 (Advanced NLP): Transformer language models

Transformer