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Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection
AnomalyDetection
NLP
#2118
opened Nov 9, 2023 by
icoxfog417
Crosslingual Generalization through Multitask Finetuning
Generation
NLP
#2117
opened Nov 7, 2023 by
icoxfog417
Contrastive Error Attribution for Finetuned Language Models
NLP
Summarization
#2116
opened Nov 7, 2023 by
icoxfog417
Text-to-Table: A New Way of Information Extraction
NLP
Transformer
#2112
opened Feb 28, 2023 by
icoxfog417
Improving language models by retrieving from trillions of tokens
NLP
Optimization
Transformer
#2108
opened Dec 12, 2021 by
icoxfog417
Hindsight: Posterior-guided training of retrievers for improved open-ended generation
Dialogue/QA
NLP
#2099
opened Oct 23, 2021 by
icoxfog417
Multitask Prompted Training Enables Zero-Shot Task Generalization
NLP
Optimization
Transformer
#2098
opened Oct 23, 2021 by
icoxfog417
TLDR: Extreme Summarization of Scientific Documents
NLP
Summarization
#2097
opened Oct 16, 2021 by
icoxfog417
Unsupervised Neural Machine Translation with Generative Language Models Only
NLP
Transformer
Translation
#2096
opened Oct 16, 2021 by
icoxfog417
The Low-Resource Double Bind: An Empirical Study of Pruning for Low-Resource Machine Translation
NLP
Translation
#2089
opened Sep 25, 2021 by
icoxfog417
Recursively Summarizing Books with Human Feedback
NLP
Optimization
Summarization
Transformer
#2088
opened Sep 25, 2021 by
icoxfog417
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
NLP
#2084
opened Sep 11, 2021 by
icoxfog417
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
ComputerVision
NLP
Transformer
#2081
opened Sep 4, 2021 by
icoxfog417
On the Opportunities and Risks of Foundation Models
DataRepresentation
NLP
#2080
opened Aug 21, 2021 by
icoxfog417
Improving factual consistency of abstractive summarization via question answering
NLP
Summarization
#2079
opened Aug 14, 2021 by
icoxfog417
Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language Processing
NLP
#2078
opened Aug 8, 2021 by
icoxfog417
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering
Dialogue/QA
NLP
Transformer
#2075
opened Jul 18, 2021 by
icoxfog417
Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature
NLP
Transformer
#2073
opened Jul 4, 2021 by
usuyama
Explaining NLP Models via Minimal Contrastive Editing (MiCE)
Interpretation
NLP
#2072
opened Jul 3, 2021 by
icoxfog417
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