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02/05/2023
Exploring Data Augmentation for Code Generation Tasks
Advances in natural language processing, such as transfer learning from ...
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12/10/2022
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access
To alleviate the problem of structured databases' limited coverage, rece...
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10/22/2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU
Curriculum Learning (CL) is a technique of training models via ranking e...
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05/07/2021
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation
Concept-to-text Natural Language Generation is the task of expressing an...
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10/29/2020
Conversation Graph: Data Augmentation, Training and Evaluation for Non-Deterministic Dialogue Management
Task-oriented dialogue systems typically rely on large amounts of high-q...
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04/29/2020
Generating Safe Diversity in NLG via Imitation Learning
Deep-learning models for language generation tasks tend to produce repet...
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04/17/2020
Show Us the Way: Learning to Manage Dialog from Demonstrations
We present our submission to the End-to-End Multi-Domain Dialog Challeng...
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10/31/2018
Generating Texts with Integer Linear Programming
Concept-to-text generation typically employs a pipeline architecture, wh...
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10/31/2018
Extracting Linguistic Resources from the Web for Concept-to-Text Generation
Many concept-to-text generation systems require domain-specific linguist...
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04/24/2014