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09/18/2023
Facilitating NSFW Text Detection in Open-Domain Dialogue Systems via Knowledge Distillation
NSFW (Not Safe for Work) content, in the context of a dialogue, can have...
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07/31/2023
A Benchmark for Understanding Dialogue Safety in Mental Health Support
Dialogue safety remains a pervasive challenge in open-domain human-machi...
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07/17/2023
Latent Jailbreak: A Benchmark for Evaluating Text Safety and Output Robustness of Large Language Models
Researchers have invested considerable effort into ensuring that large l...
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06/19/2023
Co-design Hardware and Algorithm for Vector Search
Vector search has emerged as the foundation for large-scale information ...
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05/23/2023
TO-Rawnet: Improving RawNet with TCN and Orthogonal Regularization for Fake Audio Detection
Current fake audio detection relies on hand-crafted features, which lose...
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04/30/2023
SMILE: Single-turn to Multi-turn Inclusive Language Expansion via ChatGPT for Mental Health Support
There has been an increasing research interest in developing specialized...
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03/30/2023
MobileInst: Video Instance Segmentation on the Mobile
Although recent approaches aiming for video instance segmentation have a...
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07/03/2022
Chat-to-Design: AI Assisted Personalized Fashion Design
In this demo, we present Chat-to-Design, a new multimodal interaction sy...
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04/04/2021
TSNAT: Two-Step Non-Autoregressvie Transformer Models for Speech Recognition
The autoregressive (AR) models, such as attention-based encoder-decoder ...
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03/13/2019
Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets
Training activation quantized neural networks involves minimizing a piec...
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12/06/2018
Trained Rank Pruning for Efficient Deep Neural Networks
The performance of Deep Neural Networks (DNNs) keeps elevating in recent...
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09/05/2018
Hyperbolic Recommender Systems
Many well-established recommender systems are based on representation le...
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05/08/2018
