Zhiliang Tian | DeepAI

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Featured Co-authors

Dacheng Tao
465 publications
Jian Sun
177 publications
Dongsheng Li
95 publications
Ting Wang
80 publications
Liang Ding
70 publications
Xiaodong Wang
60 publications
Yu Cao
57 publications
Yongbin Li
47 publications
Meng Fang
38 publications
Wei Bi
32 publications
Huaxiu Yao
31 publications

∙ 05/22/2023

Self-Evolution Learning for Mixup: Enhance Data Augmentation on Few-Shot Text Classification Tasks

Text classification tasks often encounter few shot scenarios with limite...

0 Haoqi Zheng, et al. ∙

∙ 04/26/2023

A Case-Based Reasoning Framework for Adaptive Prompting in Cross-Domain Text-to-SQL

Recent advancements in Large Language Models (LLMs), such as Codex, Chat...

0 Chunxi Guo, et al. ∙

∙ 01/24/2023

Progressive Meta-Pooling Learning for Lightweight Image Classification Model

Practical networks for edge devices adopt shallow depth and small convol...

0 Peijie Dong, et al. ∙

∙ 01/24/2023

RD-NAS: Enhancing One-shot Supernet Ranking Ability via Ranking Distillation from Zero-cost Proxies

Neural architecture search (NAS) has made tremendous progress in the aut...

0 Peijie Dong, et al. ∙

∙ 12/19/2022

StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer

Text style transfer aims to alter the style of a sentence while preservi...

0 Kangchen Zhu, et al. ∙

∙ 11/23/2022

Semi-Supervised Lifelong Language Learning

Lifelong learning aims to accumulate knowledge and alleviate catastrophi...

0 Yingxiu Zhao, et al. ∙

∙ 10/22/2022

Hard Gate Knowledge Distillation – Leverage Calibration for Robust and Reliable Language Model

In knowledge distillation, a student model is trained with supervisions ...

0 Dongkyu Lee, et al. ∙

∙ 10/14/2022

Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue

Lifelong learning (LL) is vital for advanced task-oriented dialogue (ToD...

0 Yingxiu Zhao, et al. ∙

∙ 03/22/2022

Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation

Building models of natural language processing (NLP) is challenging in l...

5 Yingxiu Zhao, et al. ∙

∙ 08/01/2021

Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization

Text style transfer aims to alter the style (e.g., sentiment) of a sente...

0 Dongkyu Lee, et al. ∙

∙ 05/21/2021

Learning from My Friends: Few-Shot Personalized Conversation Systems via Social Networks

Personalized conversation models (PCMs) generate responses according to ...

0 Zhiliang Tian, et al. ∙

∙ 03/02/2021

Towards Efficiently Diversifying Dialogue Generation via Embedding Augmentation

Dialogue generation models face the challenge of producing generic and r...

0 Yu Cao, et al. ∙

∙ 05/13/2020

Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation

Neural conversation models are known to generate appropriate but non-inf...

0 Zhiliang Tian, et al. ∙