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08/29/2023
Text-to-SQL Empowered by Large Language Models: A Benchmark Evaluation
Large language models (LLMs) have emerged as a new paradigm for Text-to-...
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04/28/2023
PreNAS: Preferred One-Shot Learning Towards Efficient Neural Architecture Search
The wide application of pre-trained models is driving the trend of once-...
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03/14/2022
HIE-SQL: History Information Enhanced Network for Context-Dependent Text-to-SQL Semantic Parsing
Recently, context-dependent text-to-SQL semantic parsing which translate...
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01/29/2021
Sequential Mechanisms for Multi-type Resource Allocation
Several resource allocation problems involve multiple types of resources...
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04/25/2020
Probabilistic Serial Mechanism for Multi-Type Resource Allocation
In multi-type resource allocation (MTRA) problems, there are p ≥ 2 types...
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06/13/2019
Multi-type Resource Allocation with Partial Preferences
We propose multi-type probabilistic serial (MPS) and multi-type random p...
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10/18/2018
Data Motif-based Proxy Benchmarks for Big Data and AI Workloads
For the architecture community, reasonable simulation time is a strong r...
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02/01/2018
Big Data Dwarfs: Towards Fully Understanding Big Data Analytics Workloads
Though the big data benchmark suites like BigDataBench and CloudSuite ha...
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11/09/2017