Search Results for author: Yawen Zeng

Found 8 papers, 6 papers with code

FinReport: Explainable Stock Earnings Forecasting via News Factor Analyzing Model

1 code implementation5 Mar 2024 Xiangyu Li, Xinjie Shen, Yawen Zeng, Xiaofen Xing, Jin Xu

However, compared with financial institutions, it is not easy for ordinary investors to mine factors and analyze news.

Stock Market Prediction

Energy-based Automated Model Evaluation

1 code implementation23 Jan 2024 Ru Peng, Heming Zou, Haobo Wang, Yawen Zeng, Zenan Huang, Junbo Zhao

The core of the MDE is to establish a meta-distribution statistic, on the information (energy) associated with individual samples, then offer a smoother representation enabled by energy-based learning.

Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification

no code implementations28 Dec 2023 Yajing Zhai, Yawen Zeng, Zhiyong Huang, Zheng Qin, Xin Jin, Da Cao

Thereby, this paper explores the potential of using the generated multiple person attributes as prompts in ReID tasks with off-the-shelf (large) models for more accurate retrieval results.

Attribute Person Re-Identification +1

Do LLMs Possess a Personality? Making the MBTI Test an Amazing Evaluation for Large Language Models

1 code implementation30 Jul 2023 Keyu Pan, Yawen Zeng

The field of large language models (LLMs) has made significant progress, and their knowledge storage capacity is approaching that of human beings.

Hallucination Prompt Engineering

Better Sign Language Translation with Monolingual Data

1 code implementation21 Apr 2023 Ru Peng, Yawen Zeng, Junbo Zhao

Sign language translation (SLT) systems, which are often decomposed into video-to-gloss (V2G) recognition and gloss-to-text (G2T) translation through the pivot gloss, heavily relies on the availability of large-scale parallel G2T pairs.

Sign Language Translation Translation

Distill the Image to Nowhere: Inversion Knowledge Distillation for Multimodal Machine Translation

1 code implementation10 Oct 2022 Ru Peng, Yawen Zeng, Junbo Zhao

Thus, in this work, we introduce IKD-MMT, a novel MMT framework to support the image-free inference phase via an inversion knowledge distillation scheme.

Knowledge Distillation Multimodal Machine Translation +2

BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval

2 code implementations29 Oct 2021 Ning Han, Jingjing Chen, Chuhao Shi, Yawen Zeng, Guangyi Xiao, Hao Chen

The task of text-video retrieval aims to understand the correspondence between language and vision, has gained increasing attention in recent years.

Cross-Modal Retrieval Relation +3

Multi-Modal Relational Graph for Cross-Modal Video Moment Retrieval

no code implementations CVPR 2021 Yawen Zeng, Da Cao, Xiaochi Wei, Meng Liu, Zhou Zhao, Zheng Qin

Toward this end, we contribute a multi-modal relational graph to capture the interactions among objects from the visual and textual content to identify the differences among similar video moment candidates.

Cross-Modal Retrieval Graph Matching +4

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