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05/24/2023
Frugal Prompting for Dialog Models
The use of large language models (LLMs) in natural language processing (...
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05/21/2022
CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models
Natural Language Generation (NLG) represents a large collection of tasks...
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04/18/2022
A Study on Prompt-based Few-Shot Learning Methods for Belief State Tracking in Task-oriented Dialog Systems
We tackle the Dialogue Belief State Tracking(DST) problem of task-orient...
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12/04/2021
Representation Learning for Conversational Data using Discourse Mutual Information Maximization
Although many pretrained models exist for text or images, there have bee...
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04/12/2020
Exploring Effects of Random Walk Based Minibatch Selection Policy on Knowledge Graph Completion
In this paper, we have explored the effects of different minibatch sampl...
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08/31/2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs
Recently, biomedical version of embeddings obtained from language models...
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09/05/2018