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researcher

Silei Xu

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL2
  • cs.PL1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedGenie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands

29 citations · 31 across the 2 of their papers we have counts for

collaborators

3 papers

cs.PL2022★ 2 cited

ThingTalk: An Extensible, Executable Representation Language for Task-Oriented Dialogues

Monica S. Lam, Giovanni Campagna, Mehrad Moradshahi +2

Task-oriented conversational agents rely on semantic parsers to translate natural language to formal representations. In this paper, we propose the design and rationale of the Thin…

cs.CL2020

Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation

Mehrad Moradshahi, Giovanni Campagna, Sina J. Semnani +2

We propose Semantic Parser Localizer (SPL), a toolkit that leverages Neural Machine Translation (NMT) systems to localize a semantic parser for a new language. Our methodology is t…

cs.CL2019★ 29 cited

Genie: A Generator of Natural Language Semantic Parsers for Virtual Assistant Commands

Giovanni Campagna, Silei Xu, Mehrad Moradshahi +2

To understand diverse natural language commands, virtual assistants today are trained with numerous labor-intensive, manually annotated sentences. This paper presents a methodology…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.