Search Results for author: Ningxin Peng

Found 3 papers, 1 papers with code

Chain of Thought Explanation for Dialogue State Tracking

no code implementations7 Mar 2024 Lin Xu, Ningxin Peng, Daquan Zhou, See-Kiong Ng, Jinlan Fu

Dialogue state tracking (DST) aims to record user queries and goals during a conversational interaction achieved by maintaining a predefined set of slots and their corresponding values.

Dialogue State Tracking

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation

1 code implementation23 May 2023 Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun, Shanbo Cheng, Mingxuan Wang, Degen Huang, Jinsong Su

We also introduce two deliberately designed test sets to verify the necessity of visual information: Ambiguous with the presence of ambiguous words, and Unambiguous in which the text context is self-contained for translation.

Contrastive Learning Multimodal Machine Translation +3

Visual Information Matters for ASR Error Correction

no code implementations16 Mar 2023 Vanya Bannihatti Kumar, Shanbo Cheng, Ningxin Peng, Yuchen Zhang

Aiming to improve the Automatic Speech Recognition (ASR) outputs with a post-processing step, ASR error correction (EC) techniques have been widely developed due to their efficiency in using parallel text data.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +2

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