Search Results for author: Massimo Nicosia

Found 14 papers, 0 papers with code

Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data

no code implementations Findings (EMNLP) 2021 Massimo Nicosia, Zhongdi Qu, Yasemin Altun

While multilingual pretrained language models (LMs) fine-tuned on a single language have shown substantial cross-lingual task transfer capabilities, there is still a wide performance gap in semantic parsing tasks when target language supervision is available.

Data Augmentation Semantic Parsing

Answering Conversational Questions on Structured Data without Logical Forms

no code implementations IJCNLP 2019 Thomas Müller, Francesco Piccinno, Massimo Nicosia, Peter Shaw, Yasemin Altun

We present a novel approach to answering sequential questions based on structured objects such as knowledge bases or tables without using a logical form as an intermediate representation.

Question Answering

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