Search Results for author: Cheng Kang

Found 4 papers, 1 papers with code

Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant

no code implementations24 Apr 2024 Cheng Kang, Daniel Novak, Katerina Urbanova, Yuqing Cheng, Yong Hu

Large language models (LLMs) have demonstrated impressive generalization capabilities on specific tasks with human-written instruction data.

Chatbot Retrieval

Quantized Embedding Vectors for Controllable Diffusion Language Models

no code implementations15 Feb 2024 Cheng Kang, Xinye Chen, Yong Hu, Daniel Novak

To further enhance their portability of independent deployment as well as improve their stability evaluated by language perplexity, we propose a novel approach called the Quantized Embedding Controllable Diffusion Language Model (QE-CDLM).

Language Modelling Quantization +1

Based on What We Can Control Artificial Neural Networks

no code implementations9 Oct 2023 Cheng Kang, Xujing Yao

How can the stability and efficiency of Artificial Neural Networks (ANNs) be ensured through a systematic analysis method?

giMLPs: Gate with Inhibition Mechanism in MLPs

1 code implementation1 Aug 2022 Cheng Kang, Jindich Prokop, Lei Tong, Huiyu Zhou, Yong Hu, Daneil Novak

As for the gate with inhibition MLPs on DeBERTa (giDeBERTa) fine-tuning, we find it can achieve appealing results on most parts of NLU tasks without any extra pretraining again.

Image Classification

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