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08/23/2023
From Instructions to Intrinsic Human Values – A Survey of Alignment Goals for Big Models
Big models, exemplified by Large Language Models (LLMs), are models typi...
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07/06/2023
A Survey on Evaluation of Large Language Models
Large language models (LLMs) are gaining increasing popularity in both a...
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06/17/2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation
Self-training (ST) has come to fruition in language understanding tasks ...
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05/19/2023
Efficient Cross-Lingual Transfer for Chinese Stable Diffusion with Images as Pivots
Diffusion models have made impressive progress in text-to-image synthesi...
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12/16/2022
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation
Self-training (ST) has prospered again in language understanding by augm...
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11/14/2022
Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
Recently, powerful Transformer architectures have proven superior in gen...
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10/22/2022
Recurrence Boosts Diversity! Revisiting Recurrent Latent Variable in Transformer-Based Variational AutoEncoder for Diverse Text Generation
Variational Auto-Encoder (VAE) has been widely adopted in text generatio...
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10/13/2022
Self-explaining deep models with logic rule reasoning
We present SELOR, a framework for integrating self-explaining capabiliti...
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07/13/2022
Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
The past several years have witnessed Variational Auto-Encoder's superio...
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06/03/2021
CCPM: A Chinese Classical Poetry Matching Dataset
Poetry is one of the most important art forms of human languages. Recent...
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05/10/2021
Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction
Grammatical Error Correction (GEC) aims to correct writing errors and he...
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03/13/2020
MixPoet: Diverse Poetry Generation via Learning Controllable Mixed Latent Space
As an essential step towards computer creativity, automatic poetry gener...
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09/12/2018
Chinese Poetry Generation with a Salient-Clue Mechanism
As a precious part of the human cultural heritage, Chinese poetry has in...
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09/12/2018
Chinese Poetry Generation with a Working Memory Model
As an exquisite and concise literary form, poetry is a gem of human cult...
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04/06/2016