Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations

Author:

Guo Daichi1,Dong Guanting1,Fu Dayuan1,Wu Yuxiang1,Zeng Chen1,Hui Tingfeng1,Wang Liwen1,Li Xuefeng1,Wang Zechen1,He Keqing2,Cui Xinyue1,Xu Weiran1

Affiliation:

1. Beijing University of Posts and Telecommunications,China

2. Meituan Group,Beijing,China

Publisher

IEEE

Reference17 articles.

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2. Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement;2023 IEEE 35th International Conference on Tools with Artificial Intelligence (ICTAI);2023-11-06

3. Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA;Proceedings of the 32nd ACM International Conference on Information and Knowledge Management;2023-10-21

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5. Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task;Natural Language Processing and Chinese Computing;2023

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