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09/21/2023
AceGPT, Localizing Large Language Models in Arabic
This paper explores the imperative need and methodology for developing a...
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08/17/2023
CMB: A Comprehensive Medical Benchmark in Chinese
Large Language Models (LLMs) provide a possibility to make a great break...
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05/24/2023
HuatuoGPT, towards Taming Language Model to Be a Doctor
In this paper, we present HuatuoGPT, a large language model (LLM) for me...
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05/02/2023
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
In this paper, we release a largest ever medical Question Answering (QA)...
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04/20/2023
Phoenix: Democratizing ChatGPT across Languages
This paper presents our efforts to democratize ChatGPT across language. ...
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04/20/2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary
Open intent classification, which aims to correctly classify the known i...
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07/02/2022
Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk
Language is the principal tool for human communication, in which humor i...
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10/13/2020
BERT-EMD: Many-to-Many Layer Mapping for BERT Compression with Earth Mover's Distance
Pre-trained language models (e.g., BERT) have achieved significant succe...
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08/16/2019
An Empirical Evaluation of Multi-task Learning in Deep Neural Networks for Natural Language Processing
Multi-Task Learning (MTL) aims at boosting the overall performance of ea...
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02/27/2019
Cluster Regularized Quantization for Deep Networks Compression
Deep neural networks (DNNs) have achieved great success in a wide range ...
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02/27/2019
Multi-loss-aware Channel Pruning of Deep Networks
Channel pruning, which seeks to reduce the model size by removing redund...
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05/29/2018