AAAI 2021 北京预讲会有哪些值得关注的任务和技术？

转载自：https://mp.weixin.qq.com/s/tF2CjnT8PbNw8IXP29Reyg

 

文末送福利 | AAAI 2021北京预讲会总共有31篇论文，完整列表如下：

 

1. Neural Sentence Ordering Based on Constraint Graphs

    周昆 中国人民大学

 

2. Revisiting iterative back-translation from the perspective of compositional generalization

    郭一诺 北京大学

 

3. Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts

    刘汉蒙 西湖大学

 

4. A Bottom-Up DAG Structure Extraction Model for Math Word Problems

    曹逸轩 中国科学院计算技术研究所

 

5. Stylized Dialogue Response Generation Using Stylized Unpaired Texts

    郑银河 清华大学，三星研究院

 

6. Nested Named Entity Recognition with Partially-Observed TreeCRFs

    谭传奇 阿里巴巴集团

 

7. Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation Extraction

    徐本峰 中国科学技术大学

 

8. What the role is vs. What plays the role: Semi-supervised Event Extraction via Dual Question Answering

    周阳 中国科学院自动化所

 

9. Curriculum-Meta Learning for Order-Robust Continual Relation Extraction

    李学恺 东南大学

 

10. A Bidirectional Multi-paragraph Reading Model for Zero-shot Entity Linking

    唐弘胤 美团

 

11. Contrastive Triple Extraction with Generative Transformer

    叶宏彬 浙江大学

 

12. Learning to Truncate Ranked Lists for Information Retrieval

    吴晨 中国科学院计算技术研究所

 

13. Sketch and Customize: A Counterfactual Story Generator

    郝长盈 中国科学院计算技术研究所

 

14. TSQA: Tabular Scenario Based Question Answersing

    厉肖 南京大学

 

15. Improved Tree-Structured Decoder Training for Code Generation via Mutual Learning

    谢彬彬 厦门大学

 

16. Benchmarking Knowledge-enhanced Commonsense Question Answering via Knowledge-to-Text Transformation

    边宁 中国科学院软件研究所

 

17. Integrating Pre-trained Model into Rule-based Dialogue Management

    干强 微软互联网工程院

 

18. A Graph Reasoning Network for Multi-turn Response Selection via Customized Pre-training

    刘永康 东北大学

 

19. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

    周号益 北京航空航天大学

 

20. Future-Guided Incremental Transformer for Simultaneous Translation

    张绍磊 中国科学院计算技术研究所

 

21. Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences

    贾瑞鹏 中国科学院信息工程研究所

 

22. Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers

    曹荣禹 中国科学院计算技术研究所

 

23. FairRec: Fairness-aware News Recommendation with Decomposed Adversarial Learning

    武楚涵 清华大学

 

24. Graph Heterogeneous Multi-Relational Recommendation

    陈冲 清华大学

 

25. Who You Would Like to Share With? A Study of Share Recommendation in Social E-commerce

    纪厚业 北京邮电大学

 

26. Learning to Pre-train Graph Neural Networks

    陆元福 北京邮电大学

 

27. Regret Bounds for Online Kernel Selection in Continuous Kernel Space

    张骁 中国人民大学

 

28. An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-Level Structural Information

    李泽君 复旦大学

 

29. Learning to Augment for Data-scarce Domain BERT Knowledge Distillation

    沈颖 中山大学

 

30. Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach

    周素平 清华大学

 

31. Out-of-Town Recommendation with Travel Intention Modeling

    辛浩然 中国科学技术大学

 

小编认为有以下任务和技术值得关注：

1. Sentence Ordering

2. Code Generation

3. Simultaneous Translation

4. Dialogue Response Generation

5. Story Generation

6. Curriculum Learning

7. Pre-training

 

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