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| 类别 | 论文题目 | 链接 |
|---|---|---|
| 实体消歧 | DeepType：Multilingual Entity Linking by Neural Type System Evolution | 论文 |
| 命名实体识别 | Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers | 论文 |
| 命名实体识别 | Chinese NER Using Lattice LSTM | 论文 |
| 命名实体识别 | End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF | 论文 |
| 命名实体识别 | Bidirectional LSTM-CRF Models for Sequence Tagging | 论文 |
| 命名实体识别 | A Span-Based Model for Joint Overlapped and Discontinuous Named Entity Recognition | 论文 |
| 关系抽取 | Joint entity recognition and relation extraction as a multi-head selection problem | 论文 |
| 关系抽取 | Adversarial training for multi-context joint entity and relation extraction | 论文 |
| 文本分类 | How to Fine-Tune BERT for Text Classification | 论文 |
| 阅读理解 | Bidirectional Attention Flow for Machine Comprehension | 论文 |
| 阅读理解 | Neural Machine Reading Comprehension:Methods and Trends | 论文 |
| 机器翻译 | sequence to sequence learning with neural networks | 论文 |
| 机器翻译 | Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation | 论文 |
| 预训练模型 | Pre Trained Models: Past, Present and Future | 论文 |
| 预训练模型与知识图谱 | ERNIE: Enhanced Language Representation with Informative Entities | 论文 |
| 预训练模型与知识图谱 | K-BERT: Enabling Language Representation with Knowledge Graph | 论文 |
| 知识图谱 | 知识图谱技术综述 | 论文 |
| 知识图谱 | Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling | 论文 |
| 知识图谱 | DiaKG- an Annotated Diabetes Dataset for Medical Knowledge Graph Construction | 论文 |
| 知识图谱 | DSKG——A Deep Sequential Model for Knowledge Graph Completion | 论文 |
| 问答系统 | SimpleQuestions Nearly Solved：A New Upperbound and Baseline Approach | 论文 |
| 问答系统 | alime kbqa:question answering over structured for e-commerce customer service | 论文 |
| 问答系统 | Answering Natural Language Questions by Subgraph Matching over Knowledge Graphs | 论文 |
| 问答系统 | Harvesting and Refining Question-Answer Pairs for Unsupervised QA | 论文 |
| 问答系统 | Knowledge Base Question Answering through Recursive Hypergraphs | 论文 |
| 推荐系统 | A Survey on Knowledge Graph-Based Recommender Systems | 论文 |