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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...
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09/14/2023
Semantic Parsing in Limited Resource Conditions
This thesis explores challenges in semantic parsing, specifically focusi...
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05/27/2023
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing
Textual scene graph parsing has become increasingly important in various...
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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...
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05/09/2023
Voicify Your UI: Towards Android App Control with Voice Commands
Nowadays, voice assistants help users complete tasks on the smartphone w...
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04/24/2023
SocialDial: A Benchmark for Socially-Aware Dialogue Systems
Dialogue systems have been widely applied in many scenarios and are now ...
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01/30/2023
Active Learning for Multilingual Semantic Parser
Current multilingual semantic parsing (MSP) datasets are almost all coll...
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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...
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12/18/2022
Let's Negotiate! A Survey of Negotiation Dialogue Systems
Negotiation is one of the crucial abilities in human communication, and ...
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09/28/2022
Strong Instance Segmentation Pipeline for MMSports Challenge
The goal of ACM MMSports2022 DeepSportRadar Instance Segmentation Challe...
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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...
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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...
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05/25/2022
Exploring industrial safety knowledge via Zipf law
The hazard and operability analysis (HAZOP) report contains precious ind...
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03/21/2022
Paraphrasing Techniques for Maritime QA system
There has been an increasing interest in incorporating Artificial Intell...
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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...
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09/11/2021
Total Recall: a Customized Continual Learning Method for Neural Semantic Parsers
This paper investigates continual learning for semantic parsing. In this...
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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...
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02/02/2021
On Robustness of Neural Semantic Parsers
Semantic parsing maps natural language (NL) utterances into logical form...
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01/26/2021
Few-Shot Semantic Parsing for New Predicates
In this work, we investigate the problems of semantic parsing in a few-s...
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11/02/2020
Context Dependent Semantic Parsing: A Survey
Semantic parsing is the task of translating natural language utterances ...
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11/21/2019
