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08/19/2023
FinEval: A Chinese Financial Domain Knowledge Evaluation Benchmark for Large Language Models
Large language models (LLMs) have demonstrated exceptional performance i...
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08/16/2023
Membrane Potential Batch Normalization for Spiking Neural Networks
As one of the energy-efficient alternatives of conventional neural netwo...
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08/13/2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks
Spiking Neural Networks (SNNs) as one of the biology-inspired models hav...
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07/10/2023
InfLoR-SNN: Reducing Information Loss for Spiking Neural Networks
The Spiking Neural Network (SNN) has attracted more and more attention r...
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06/12/2023
Learning Multilingual Sentence Representations with Cross-lingual Consistency Regularization
Multilingual sentence representations are the foundation for similarity-...
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05/12/2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization
The multilingual neural machine translation (NMT) model has a promising ...
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05/03/2023
Joint A-SNN: Joint Training of Artificial and Spiking Neural Networks via Self-Distillation and Weight Factorization
Emerged as a biology-inspired method, Spiking Neural Networks (SNNs) mim...
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10/13/2022
Real Spike: Learning Real-valued Spikes for Spiking Neural Networks
Brain-inspired spiking neural networks (SNNs) have recently drawn more a...
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05/04/2022
Scene Clustering Based Pseudo-labeling Strategy for Multi-modal Aerial View Object Classification
Multi-modal aerial view object classification (MAVOC) in Automatic targe...
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06/09/2021
Ultra High Dimensional Change Point Detection
Structural breaks have been commonly seen in applications. Specifically ...
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03/12/2021
Constrained Text Generation with Global Guidance – Case Study on CommonGen
This paper studies constrained text generation, which is to generate sen...
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10/04/2020
Adversarial Attack and Defense of Structured Prediction Models
Building an effective adversarial attacker and elaborating on countermea...
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06/29/2019
Latent Variable Sentiment Grammar
Neural models have been investigated for sentiment classification over c...
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02/26/2019
Acoustic scene classification using multi-layer temporal pooling based on convolutional neural network
The temporal dynamics and the discriminative information in the audio si...
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05/18/2018
Tropical Geometry of Deep Neural Networks
We establish, for the first time, connections between feedforward neural...
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05/12/2018
Gaussian Mixture Latent Vector Grammars
We introduce Latent Vector Grammars (LVeGs), a new framework that extend...
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11/07/2016
Gaussian Attention Model and Its Application to Knowledge Base Embedding and Question Answering
We propose the Gaussian attention model for content-based neural memory ...
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03/05/2015