（征稿）IJCNN 2019 国际神经网络联合会议

IJCNN 2019国际神经网络联合会议论文截止日期2018.12.15号，录用通知2019.1.30.

征稿主题包括但不限于：自然语言理解，推理和生成，深度学习，迁移学习，主动学习，自我学习，领域适应学习，序列对序列学习，机器翻译，复述，问答系统，信息抽取等。

欢迎投稿或同行转发。

在线投稿 https://ieee-cis.org/conferences/ijcnn2019/upload.php  ，记得选择Main research topic为S33. Transferable neural models for language understanding。

若想进一步了解，请联系

Call for Papers

Special session on "Transferable neural models for language understanding"

Language understanding, dealing with machine reading comprehension in various forms such as question answering, machine translation and language dialog, has been an aspiration of the artificial intelligence community, but has limited success until recently. Due to the success of deep neural networks, there is a resurgence of interest in research on deep neural networks applied to language understanding. The most recent research in language

understanding aims to build deep neural network models that can be used for various

language understanding tasks, such as paraphrasing, question answering, machine

translation, spoken dialog, and text categorization. However, these models are (1) very data

hungry – requiring large training data; (2) very task specific – hard to generalize the model for one task to other related tasks. To solve these problems, recently, transfer learning has been applied to language understanding. Transfer learning is a learning paradigm that aims to apply knowledge gained while solving one problem to a different but related problem.

Transfer learning builds a neural model for one language understanding task with large

training data, and then the model is retrained for another task with small training data.

Topics of interest for this special session include but are not limited to:

• Deep learning

• Multi-task learning

• Transfer learning

• Active learning

• Self-taught learning

• Domain adaption

• Question answering

• Paraphrase

• Natural language inference

• Sequence to sequence learning

• Natural language generation

• Machine translation

• Summarization

• Information extraction

Important Dates:

Paper submission: Dec 15, 2018

Paper Acceptance Notification:

January 30, 2019

When submitting your paper via https://ieee-cis.org/conferences/ijcnn2019/upload.php,

please select “S33: Transferable neural models for language understanding”

Should you have any queries, please do not hesitate to contact the organizers.

声明：