AntCritic: Argument Mining for Free-Form and Visually-Rich Financial Comments

no code implementations • 20 Aug 2022 • Yang Zhao, Wenqiang Xu, Xuan Lin, Jingjing Huo, Hong Chen, Zhou Zhao

The task of argument mining aims to detect all possible argumentative components and identify their relationships automatically.

Argument Mining

Diving Deep into Context-Aware Neural Machine Translation

no code implementations • WMT (EMNLP) 2020 • Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney

Context-aware neural machine translation (NMT) is a promising direction to improve the translation quality by making use of the additional context, e. g., document-level translation, or having meta-information.

Machine Translation NMT +1

Investigation of Large-Margin Softmax in Neural Language Modeling

no code implementations • 20 May 2020 • Jingjing Huo, Yingbo Gao, Weiyue Wang, Ralf Schlüter, Hermann Ney

After that, we apply the best norm-scaling setup in combination with various margins and conduct neural language models rescoring experiments in automatic speech recognition.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3