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08/24/2023
MultiPA: a multi-task speech pronunciation assessment system for a closed and open response scenario
The design of automatic speech pronunciation assessment can be categoriz...
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07/19/2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI
Despite advancements in conversational AI, language models encounter cha...
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12/20/2022
In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models
Given the success with in-context learning of large pre-trained language...
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12/20/2022
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Dialogue summarization has recently garnered significant attention due t...
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09/15/2022
Stateful Memory-Augmented Transformers for Dialogue Modeling
Transformer encoder-decoder models have shown impressive performance in ...
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06/22/2022
GODEL: Large-Scale Pre-Training for Goal-Directed Dialog
We introduce GODEL (Grounded Open Dialogue Language Model), a large pre-...
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04/15/2022
Just Fine-tune Twice: Selective Differential Privacy for Large Language Models
With the increasing adoption of NLP models in real-world products, it be...
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02/10/2022
Random Forests Weighted Local Fréchet Regression with Theoretical Guarantee
Statistical analysis is increasingly confronted with complex data from g...
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12/15/2021
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation
Knowledge-grounded dialogue systems are challenging to build due to the ...
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04/18/2021
Revealing Persona Biases in Dialogue Systems
Dialogue systems in the form of chatbots and personal assistants are bei...
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09/03/2019
