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This system uses a background knowledge base to identify semantic relations between base noun phrases in English text, as eva- luated in SemEval 2007, Task 4. Training data for each …...

AbstractWhile many real-life tasks require reasoning over multi-step sequential instructions, collecting fine-grained annotations for each intermediate step can be prohibitively expensive. In this work, we study how general pretrained sequence-to-sequence …...