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Paper Review PPT (개인 발표자료)

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Paper
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PPT
Seq2Seq
Translation
Sequence to Sequence Learning with Neural Networks .pdf
Regularization
Overfitting
Dropout
Improving neural networks by preventing co-adaptation of feature detectors.pdf
Transformer
Attention
Attenton is all you need.pdf
Transformer
GPT
AR
Improving neural networks by preventing co-adaptation of feature detectors.pdf
Transformer
BERT
RoBERTa
ALBERT
RoBERTa-A Robustly Optimized BERT Pretraining Approach&ALBERT-A Lite BERT for Self-supervised Learning of Language Representations.pdf
ADAM
Optimizer
ADAM- A METHOD FOR STOCHASTIC OPTIMIZATION.pdf
FakeNewsDectection
IncongruentNews
HeadlineGeneration
MuSeM- Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching.pdf
Pretraining
Finetuning
Don't Stop Pretraining- Adapt Language Models to Domains and Tasks.pdf
Transformer
Seq2Seq
BART
BART- Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.pdf
BERT
Metric
Bertscore- Evaluating text generation with bert.pdf
Seq2Seq
Summarization
BART
LongSpan
Long-Span Summarization via Local Attention and Content Selection.pdf
Seq2Seq
Summarization
BART
LongSpan
Longformer- The Long-Document Transformer .pdf
Summarization
Positiondebaising
2021ACL
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning.pdf
Summarization
Metric
QAbasedMetric
NLU
NLG
2020ACL
FaithfulnessSummary
FEQA- A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization.pdf
Summarization
Attention
2021ACL
FaithfulnessSummary
Focus Attention- Promoting Faithfulness and Diversity in Summarization.pdf
AR
MLM
2019NIPS
XLNet-Generalized Autoregressive Pretraining for Language Understanding.pdf
AR
LongSequence
RelativePE
Context Fragmentation
2019ACL
Transformer-XL- Attentive Language Models Beyond a Fixed-Length Context.pdf
Chatbot
ODQA
Retrieval
2020 NIPS
https://velog.io/@tobigs-nlp/Retrieval-Augmented-Generation-for-Knowledge-Intensive-NLP-Tasks
Chatbot
Retrieval
https://velog.io/@tobigs-nlp/Leveraging-Passage-Retrieval-with-Generative-Models-for-Open-Domain-Question-Answering-FiD
Chatbot
2022 NAACL
https://velog.io/@tobigs-nlp/Learning-to-Repair-Repairing-model-output-errors-after-deployment-using-a-dynamic-memory-of-feedback
Chatbot
2022 NAACL
https://joonwon-cv.notion.site/Meet-Your-Favorite-Character-Open-domain-Chatbot-Mimicking-Fictional-Characters-with-only-a-Few-Utt-3cf434c3c3a14b6782bd8ff0300ce667
https://velog.io/@lainshower_/Contrastive-Decoding-Open-ended-Text-Generation-as-Optimization