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12/21/2022
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models
We explore the use of large language models (LLMs) for zero-shot semanti...
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06/21/2022
BenchCLAMP: A Benchmark for Evaluating Language Models on Semantic Parsing
We introduce BenchCLAMP, a Benchmark to evaluate Constrained LAnguage Mo...
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05/18/2022
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
We introduce a novel setup for low-resource task-oriented semantic parsi...
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04/18/2021
Constrained Language Models Yield Few-Shot Semantic Parsers
We explore the use of large pretrained language models as few-shot seman...
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09/24/2020
Task-Oriented Dialogue as Dataflow Synthesis
We describe an approach to task-oriented dialogue in which dialogue stat...
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12/26/2017
Mapping to Declarative Knowledge for Word Problem Solving
Math word problems form a natural abstraction to a range of quantitative...
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12/03/2016
Unit Dependency Graph and its Application to Arithmetic Word Problem Solving
Math word problems provide a natural abstraction to a range of natural l...
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08/04/2016