Generation
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A Parametric NL Translator
This report outlines a machine translation system whose linguistic component is based on principles of Government and Binding. A "universal grammar" is defined, together with pal-ameters of variation for specific …...
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Action Relations in Rationale Clauses and Means Clauses
Communication among agents collaborating on a task often involves complex utterances about multiple ac- tions. In this paper, we analyze two particular multi- action constructions, utterances with means clauses and …...
Understanding Natural Language Instructions: The Case of Purpose Clauses
This paper presents an analysis of purpose clauses in the context of instruction understanding. Such analysis shows that goals affect the interpretation and / or exe- cution of actions, lends …...
SemEval-2017 Task 9: Abstract Meaning Representation Parsing and Generation
AbstractIn this report we summarize the results of the 2017 AMR SemEval shared task. The task consisted of two separate yet related subtasks. In the parsing subtask, participants were asked …...
Block Pruning For Faster Transformers
AbstractPre-training has improved model accuracy for both classification and generation tasks at the cost of introducing much larger and slower models. Pruning methods have proven to be an effective way …...
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Abstract“A simile is an important linguistic phenomenon in daily communication and an important taskin natural language processing (NLP). In recent years, pre-trained language models (PLMs) haveachieved great success in NLP …...