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08/01/2023
DiactTOD: Learning Generalizable Latent Dialogue Acts for Controllable Task-Oriented Dialogue Systems
Dialogue act annotations are important to improve response generation qu...
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04/17/2023
Visual Instruction Tuning
Instruction tuning large language models (LLMs) using machine-generated ...
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04/09/2023
ARNOLD: A Benchmark for Language-Grounded Task Learning With Continuous States in Realistic 3D Scenes
Understanding the continuous states of objects is essential for task lea...
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03/08/2023
FaceChat: An Emotion-Aware Face-to-face Dialogue Framework
While current dialogue systems like ChatGPT have made significant advanc...
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01/17/2023
GLIGEN: Open-Set Grounded Text-to-Image Generation
Large-scale text-to-image diffusion models have made amazing advances. H...
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11/30/2022
Reinforced Language Modeling for End-to-End Task Oriented Dialog
In task-oriented dialogs such as MultiWoZ (Budzianowski et al., 2018), a...
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11/12/2022
AU-Aware Vision Transformers for Biased Facial Expression Recognition
Studies have proven that domain bias and label bias exist in different F...
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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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07/08/2022
Video-based Smoky Vehicle Detection with A Coarse-to-Fine Framework
Automatic smoky vehicle detection in videos is a superior solution to th...
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12/15/2021
DG2: Data Augmentation Through Document Grounded Dialogue Generation
Collecting data for training dialog systems can be extremely expensive d...
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10/14/2020
Memformer: The Memory-Augmented Transformer
Transformer models have obtained remarkable accomplishments in various N...
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08/07/2020
Perception Score, A Learned Metric for Open-ended Text Generation Evaluation
Automatic evaluation for open-ended natural language generation tasks re...
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05/11/2020
On the Generation of Medical Dialogues for COVID-19
Under the pandemic of COVID-19, people experiencing COVID19-related symp...
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04/24/2020
A Tailored Pre-Training Model for Task-Oriented Dialog Generation
The recent success of large pre-trained language models such as BERT and...
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11/25/2019
Importance-Aware Learning for Neural Headline Editing
Many social media news writers are not professionally trained. Therefore...
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10/09/2019
Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models
Existing dialog system models require extensive human annotations and ar...
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06/11/2019