Zhuang Li | DeepAI

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53 publications
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53 publications
Yuan-Fang Li
48 publications
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Badong Chen
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Bo Yan
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Feng Zhang
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∙ 09/21/2023

Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models

Large language models (LLMs) have demonstrated impressive capabilities i...

0 Levon Haroutunian, et al. ∙

∙ 09/14/2023

Semantic Parsing in Limited Resource Conditions

This thesis explores challenges in semantic parsing, specifically focusi...

0 Zhuang Li, et al. ∙

∙ 05/27/2023

FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing

Textual scene graph parsing has become increasingly important in various...

0 Zhuang Li, et al. ∙

∙ 05/22/2023

The Best of Both Worlds: Combining Human and Machine Translations for Multilingual Semantic Parsing with Active Learning

Multilingual semantic parsing aims to leverage the knowledge from the hi...

0 Zhuang Li, et al. ∙

∙ 05/09/2023

Voicify Your UI: Towards Android App Control with Voice Commands

Nowadays, voice assistants help users complete tasks on the smartphone w...

0 Minh Duc Vu, et al. ∙

∙ 04/24/2023

SocialDial: A Benchmark for Socially-Aware Dialogue Systems

Dialogue systems have been widely applied in many scenarios and are now ...

0 Haolan Zhan, et al. ∙

∙ 01/30/2023

Active Learning for Multilingual Semantic Parser

Current multilingual semantic parsing (MSP) datasets are almost all coll...

0 Zhuang Li, et al. ∙

∙ 01/30/2023

On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex

Semantic parsing is a technique aimed at constructing a structured repre...

0 Terry Yue Zhuo, et al. ∙

∙ 12/18/2022

Let's Negotiate! A Survey of Negotiation Dialogue Systems

Negotiation is one of the crucial abilities in human communication, and ...

0 Haolan Zhan, et al. ∙

∙ 09/28/2022

Strong Instance Segmentation Pipeline for MMSports Challenge

The goal of ACM MMSports2022 DeepSportRadar Instance Segmentation Challe...

0 Bo Yan, et al. ∙

∙ 06/28/2022

The Third Place Solution for CVPR2022 AVA Accessibility Vision and Autonomy Challenge

The goal of AVA challenge is to provide vision-based benchmarks and meth...

0 Bo Yan, et al. ∙

∙ 06/24/2022

The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge–Track 3: Referring Video Object Segmentation

The referring video object segmentation task (RVOS) aims to segment obje...

0 Leilei Cao, et al. ∙

∙ 05/25/2022

Exploring industrial safety knowledge via Zipf law

The hazard and operability analysis (HAZOP) report contains precious ind...

0 Zhenhua Wang, et al. ∙

∙ 03/21/2022

Paraphrasing Techniques for Maritime QA system

There has been an increasing interest in incorporating Artificial Intell...

6 Fatemeh Shiri, et al. ∙

∙ 02/27/2022

Variational Autoencoder with Disentanglement Priors for Low-Resource Task-Specific Natural Language Generation

In this paper, we propose a variational autoencoder with disentanglement...

0 Zhuang Li, et al. ∙

∙ 09/11/2021

Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers

This paper investigates continual learning for semantic parsing. In this...

0 Zhuang Li, et al. ∙

∙ 06/11/2021

AugNet: End-to-End Unsupervised Visual Representation Learning with Image Augmentation

Most of the achievements in artificial intelligence so far were accompli...

0 Mingxiang Chen, et al. ∙

∙ 02/02/2021

On Robustness of Neural Semantic Parsers

Semantic parsing maps natural language (NL) utterances into logical form...

0 Shuo Huang, et al. ∙

∙ 01/26/2021

Few-Shot Semantic Parsing for New Predicates

In this work, we investigate the problems of semantic parsing in a few-s...

0 Zhuang Li, et al. ∙

∙ 11/02/2020

Context Dependent Semantic Parsing: A Survey

Semantic parsing is the task of translating natural language utterances ...

0 Zhuang Li, et al. ∙

∙ 11/21/2019

Asymmetric Correntropy for Robust Adaptive Filtering

In recent years, correntropy has been seccessfully applied to robust ada...

0 Badong Chen, et al. ∙

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