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Yihang Li

5 accepted papers

2025

Bi-attention pyramid network for small defect with complex background in industrial detection

ICASSP 2025accepted

Defect detection is essential in modern industrial production for ensuring product quality. However, current methods struggle with small object and multi-scale detection, especially in complex backgrounds, due to limitations in feature extraction and fusion. To address these challenges, this paper i…

Cited by 0SourceScholar
2024

AutoManual: Constructing Instruction Manuals by LLM Agents via Interactive Environmental Learning

NeurIPS 2024poster

Large Language Models (LLM) based agents have shown promise in autonomously completing tasks across various domains, e.g., robotics, games, and web navigation. However, these agents typically require elaborate design and expert prompts to solve tasks in specific domains, which limits their adaptabil…

2024

MELD-ST: An Emotion-aware Speech Translation Dataset

ACL 2024findings

Emotion plays a crucial role in human conversation. This paper underscores the significance of considering emotion in speech translation. We present the MELD-ST dataset for the emotion-aware speech translation task, comprising English-to-Japanese and English-to-German language pairs. Each language p…

Cited by 2SourcePDFScholar
2023

Video-Helpful Multimodal Machine Translation

EMNLP 2023long main

Existing multimodal machine translation (MMT) datasets consist of images and video captions or instructional video subtitles, which rarely contain linguistic ambiguity, making visual information ineffective in generating appropriate translations. Recent work has constructed an ambiguous subtitles da…

Cited by 0SourcecodeScholar