AAAI2021中事件抽取、关系抽取、NER、NLP相关的Few-Shot和Zero-Shot论文整理

AAAI20201放榜啦！具体链接请看这里!

小编整理了其中有关事件抽取、关系抽取、NER、以及与NLP问题相关的Few-Shot和Zero-Shot 相关论文题目，希望能对大家的研究有一点帮助嗷!

事件抽取

• What the Role Is vs. What Plays the Role: Semi-Supervised Event Argument Extraction via Dual Question Answering

• Span-Based Event Coreference Resolution

• GATE: Graph Attention Transformer Encoder for Cross-Lingual Relationand Event Extraction

关系抽取

• Document-Level Relation Extraction with Reconstruction

• Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling

• Entity Structure Within and Throughout: Modeling Mention Dependencies for DocumentLevel Relation Extraction

• DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues

• FL-MSRE: A Few-Shot Learning Based Approach to Multimodal Social Relation Extraction

• Multi-View Inference for Relation Extraction with Uncertain Knowledge

• GDPNet: Refining Latent Multi-View Graph for Relation Extraction

• Progressive Multi-Task Learning with Controlled information Flow for Joint Entity and Relation Extraction

• Curriculum-Meta Learning for Order-Robust Continual Relation Extraction

• A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations

• Empower Distantly Supervised Relation Extraction with Collaborative Adversarial Training

• Clinical Temporal Relation Extraction with Probabilistic Soft Logic Regularization and Global Inference

NER

• Multi-Modal Graph Fusion for Named Entity Recognition with Targeted Visual Guidance
• CrossNER: Evaluating Cross-Domain Named Entity Recognition
• A Supervised Multi-Head Self-Attention Network for Nested Named Entity Recognition
• Nested Named Entity Recognition with Partially-Observed TreeCRF
• Continual Learning for Named Entity Recognition
• Knowledge-Aware Named Entity Recognition with Alleviating Heterogeneity
• Denoising Distantly Supervised Named Entity Recognition via a Hypergeometric Probabilistic Model
• MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization

Few-Shot / Zero-Shot

• SALNet: Semi-Supervised Few-Shot Text Classification with Attention-Based Lexicon Construction
• Few-Shot Learning for Multi-Label Intent Detection
• Few-Shot Class-Incremental Learning via Relation Knowledge Distillation
• A Bidirectional Multi-Paragraph Reading Model for Zero-Shot Entity Linking
• Leveraging Table Content for Zero-Shot Text-to-SQL with Meta-Learning
• SALNet: Semi-Supervised Few-Shot Text Classification with Attention-Based Lexicon Construction
• Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-Shot Commonsense Question Answering

整理如有错误疏漏，还请多多指教呀！

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