Search Results for author: Xia Hou

Found 4 papers, 1 papers with code

An Unsupervised Dialogue Topic Segmentation Model Based on Utterance Rewriting

no code implementations12 Sep 2024 Xia Hou, QiFeng Li, Tongliang Li

In order to fully utilize the useful cues in conversational relations, this study proposes a novel unsupervised dialog topic segmentation method that combines the Utterance Rewriting (UR) technique with an unsupervised learning algorithm to efficiently utilize the useful cues in unlabeled dialogs by rewriting the dialogs in order to recover the co-referents and omitted words.

Representation Learning Segmentation +2

Raw Text is All you Need: Knowledge-intensive Multi-turn Instruction Tuning for Large Language Model

no code implementations3 Jul 2024 Xia Hou, QiFeng Li, Jian Yang, Tongliang Li, Linzheng Chai, Xianjie Wu, Hangyuan Ji, Zhoujun Li, Jixuan Nie, Jingbo Dun, Wenfeng Song

In this paper, we present a novel framework named R2S that leverages the CoD-Chain of Dialogue logic to guide large language models (LLMs) in generating knowledge-intensive multi-turn dialogues for instruction tuning.

Language Modelling Large Language Model

HOIAnimator: Generating Text-prompt Human-object Animations using Novel Perceptive Diffusion Models

no code implementations CVPR 2024 Wenfeng Song, Xinyu Zhang, Shuai Li, Yang Gao, Aimin Hao, Xia Hou, Chenglizhao Chen, Ning li, Hong Qin

To date the quest to rapidly and effectively produce human-object interaction (HOI) animations directly from textual descriptions stands at the forefront of computer vision research.

Denoising Human-Object Interaction Detection

Arbitrary Motion Style Transfer with Multi-condition Motion Latent Diffusion Model

1 code implementation CVPR 2024 Wenfeng Song, Xingliang Jin, Shuai Li, Chenglizhao Chen, Aimin Hao, Xia Hou, Ning li, Hong Qin

Our MCM-LDM's cornerstone lies in its ability first to disentangle and then intricately weave together motion's tripartite components: motion trajectory motion content and motion style.

Motion Style Transfer Style Transfer

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