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06/01/2023
Learning Transformer Programs
Recent research in mechanistic interpretability has attempted to reverse...
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10/20/2022
Finding Dataset Shortcuts with Grammar Induction
Many NLP datasets have been found to contain shortcuts: simple decision ...
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10/05/2022
The Vendi Score: A Diversity Evaluation Metric for Machine Learning
Diversity is an important criterion for many areas of machine learning (...
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09/28/2021
Single-dataset Experts for Multi-dataset Question Answering
Many datasets have been created for training reading comprehension model...
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04/12/2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall
Petroni et al. (2019) demonstrated that it is possible to retrieve world...
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09/04/2019
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Scientific article summarization is challenging: large, annotated corpor...
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09/04/2019
ScisummNet: A Large Annotated Dataset and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Scientific article summarization is challenging: large, annotated corpor...
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03/12/2019
Syntax-aware Neural Semantic Role Labeling with Supertags
We introduce a new syntax-aware model for dependency-based semantic role...
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11/07/2017