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Paper Review PPT (개인 발표자료)
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Paper Review PPT (개인 발표자료)
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PPT
Glove- Global vectors for word representation
Open
WordEmbedding
GLOVE
Glove- Global vectors for word representation.pdf
Sequence to Sequence Learning with Neural Networks
Open
Seq2Seq
Translation
Sequence to Sequence Learning with Neural Networks .pdf
Improving neural networks by preventing co-adaptation of feature detectors
Open
Regularization
Overfitting
Dropout
Improving neural networks by preventing co-adaptation of feature detectors.pdf
Attenton is all you need (Transformer)
Open
Transformer
Attention
Attenton is all you need.pdf
Improving Language Understanding by Generative Pre-Training (GPT)
Open
Transformer
GPT
AR
Improving neural networks by preventing co-adaptation of feature detectors.pdf
A Robustly Optimized BERT Pretraining Approach (RoBERTa) & A Lite BERT for Self-supervised Learning of Language Representations (ALBERT)
Open
Transformer
BERT
RoBERTa
ALBERT
RoBERTa-A Robustly Optimized BERT Pretraining Approach&ALBERT-A Lite BERT for Self-supervised Learning of Language Representations.pdf
ADAM- A METHOD FOR STOCHASTIC OPTIMIZATION (2014 ICLR)`
Open
ADAM
Optimizer
ADAM- A METHOD FOR STOCHASTIC OPTIMIZATION.pdf
MuSeM- Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching (2020 ICMLA)
Open
FakeNewsDectection
IncongruentNews
HeadlineGeneration
MuSeM- Detecting Incongruent News Headlines using Mutual Attentive Semantic Matching.pdf
Don't Stop Pretraining- Adapt Language Models to Domains and Tasks (2020 ACL)
Open
Pretraining
Finetuning
Don't Stop Pretraining- Adapt Language Models to Domains and Tasks.pdf
BART- Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension (2020 ACL)
Open
Transformer
Seq2Seq
BART
BART- Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.pdf
Bertscore- Evaluating text generation with bert (2020 ICLR)
Open
BERT
Metric
Bertscore- Evaluating text generation with bert.pdf
Long-Span Summarization via Local Attention and Content Selection (2020 ACL)
Open
Seq2Seq
Summarization
BART
LongSpan
Long-Span Summarization via Local Attention and Content Selection.pdf
Longformer- The Long-Document Transformer (2020)
Open
Seq2Seq
Summarization
BART
LongSpan
Longformer- The Long-Document Transformer .pdf
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning (2021 ACL)
Open
Summarization
Positiondebaising
2021ACL
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning.pdf
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization (2020 ACL)
Open
Summarization
Metric
QAbasedMetric
NLU
NLG
2020ACL
FaithfulnessSummary
FEQA- A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization.pdf
Focus Attention- Promoting Faithfulness and Diversity in Summarization (2021 ACL)
Open
Summarization
Attention
2021ACL
FaithfulnessSummary
Focus Attention- Promoting Faithfulness and Diversity in Summarization.pdf
XLNet-Generalized Autoregressive Pretraining for Language Understanding (2019 NIPS)
Open
AR
MLM
2019NIPS
XLNet-Generalized Autoregressive Pretraining for Language Understanding.pdf
Transformer-XL- Attentive Language Models Beyond a Fixed-Length Context (2019 ACL)
Open
AR
LongSequence
RelativePE
Context Fragmentation
2019ACL
Transformer-XL- Attentive Language Models Beyond a Fixed-Length Context.pdf
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks (2020 NIPS)
Open
Chatbot
ODQA
Retrieval
2020 NIPS
https://velog.io/@tobigs-nlp/Retrieval-Augmented-Generation-for-Knowledge-Intensive-NLP-Tasks
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering (FiD)
Open
Chatbot
Retrieval
https://velog.io/@tobigs-nlp/Leveraging-Passage-Retrieval-with-Generative-Models-for-Open-Domain-Question-Answering-FiD
Learning to Repair- Repairing model output errors after deployment using a dynamic memory of feedback (2022 NAACL)
Open
Chatbot
2022 NAACL
https://velog.io/@tobigs-nlp/Learning-to-Repair-Repairing-model-output-errors-after-deployment-using-a-dynamic-memory-of-feedback
Meet Your Favorite Character- Open-domain Chatbot Mimicking Fictional Characters with only a Few Utterances (2022 NAACL)
Open
Chatbot
2022 NAACL
https://joonwon-cv.notion.site/Meet-Your-Favorite-Character-Open-domain-Chatbot-Mimicking-Fictional-Characters-with-only-a-Few-Utt-3cf434c3c3a14b6782bd8ff0300ce667
Contrastive Decoding: Open-ended Text Generation as Optimization
Open
https://velog.io/@lainshower_/Contrastive-Decoding-Open-ended-Text-Generation-as-Optimization
Untitled
Open