Peter Liu
5 papers · 2017–2023 · 2 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (6) π Interdisciplinary Bridge π Conference Polyglot (2) πΊοΈ Taxonomy Completionist (13)
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Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
EMNLP (3)
ICML (2)
Top co-authors
Keywords
abstractive summarization
(4)
transformer architecture
(1)
unsupervised pretraining
(1)
model robustness
(1)
self-supervised learning
(1)
machine translation
(1)
text summarization
(1)
distribution shift
(1)
model inference
(1)
language model
(1)
long sequence modeling
(1)
sequence processing
(1)
sequence to sequence
(1)
neural model
(1)
input noise
(1)
long sequence
(1)
transformer model
(1)
pretraining paradigm
(1)
block-local transformer
(1)
input noise detection
(1)
Papers
Investigating Efficiently Extending Transformers for Long Input Summarization
EMNLP 2023
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
EMNLP 2023
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
ICML 2020
MeanSum: A Neural Model for Unsupervised Multi-Document Abstractive Summarization
ICML 2019
Unsupervised Pretraining for Sequence to Sequence Learning
EMNLP 2017