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Transformers
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Transformers
Systematic Generalization with Edge Transformers
Recent research suggests that systematic generalization in natural language understanding remains a challenge for state-of-the-art …
Leon Bergen
,
Timothy J. O'Donnell
,
Dzmitry Bahdanau
Conference on Neural Information Processing Systems (NeurIPS), 2021.
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Citation
Measuring Systematic Generalization in Neural Proof Generation with Transformers
We are interested in understanding how well Transformer language models (TLMs) can perform reasoning tasks when trained on knowledge …
Nicolas Gontier
,
Koustuv Sinha
,
Siva Reddy
,
Christopher Pal
Conference on Neural Information Processing Systems (NeurIPS), 2020.
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Citation
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On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
We present a method to produce abstractive summaries of long documents that exceed several thousand words via neural abstractive …
Sandeep Subramanian
,
Raymond Li
,
Jonathan Pilault
,
Christopher Pal
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020.
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