最近NAACL-2019接收列表出了，列出感興趣的paper，供之後閱讀：
| 名稱 | 類型 | 關鍵字 | 閱讀價值 | 筆記 |
|---|---|---|---|---|
| Deep Adversarial Learning for NLP | tutorial | |||
| Transfer Learning in Natural Language Processing | tutorial | |||
| Deep Learning for Natural Language Inference | tutorial | |||
| A Large-Scale Comparison of Historical Text Normalization Systems | 比較總結 | |||
| A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC | 數據集 | |||
| Abstractive Summarization of Reddit Posts with Multi-level Memory Networks | 摘要 | |||
| Abusive Language Detection with Graph Convolutional Networks | GNN | |||
| Accelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction | 生成、強化學習 | |||
| Adaptive Convolution for Text Classification | 分類 | |||
| Adversarial Training for Weakly Supervised Event Detection | 清華、對抗 | |||
| An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models | 預訓練 | |||
| An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction | 生成 | |||
| Attention is not Explanation | attention | |||
| Detecting Cybersecurity Events from Noisy Short Text | 實際問題 | |||
| Detection of Abusive Language: the Problem of Biased Datasets | 數據集 | |||
| DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion | discourse | |||
| Combining Discourse Markers and Cross-lingual Embeddings for Synonym–Antonym Classification | discourse marker | |||
| A corpus of text-image discourse relations | discourse | |||
| Learning Hierarchical Discourse-level Structure for Fake News Detection | discourse、fake news | |||
| Mining Discourse Markers for Unsupervised Sentence Representation Learning | discourse marker | |||
| Document-Level Event Factuality Identification via Adversarial Neural Network | 事件真實性、ANN | |||
| Does My Rebuttal Matter? Insights from a Major NLP Conference | REBUTTAL、MAJOR? | |||
| Early Rumour Detection | rumor detection | |||
| Evaluating Style Transfer for Text | style transfer、evaluation | |||
| Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation | back-translation | |||
| Fake News Detection using Deep Markov Random Fields | fake news detection | |||
| Generalizing Unmasking for Short Texts | unmasking? | |||
| Harry Potter and the Action Prediction Challenge from Natural Language | Harry Potter? | |||
| How Large A Vocabulary Does Text Classification Need? A Variational Approach on Vocabulary Selection | 分類 | |||
| Incorporating Emoji Descriptions Improves Tweet Classification | 分類、tweet | |||
| Integrating Semantic Knowledge to Tackle Zero-shot Text Classification | 分類、zero-shot | |||
| Keyphrase Generation: A Text Summarization Struggle | 生成 | |||
| Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation | 生成 | |||
| Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks | KG、GNN | |||
| Modeling Recurrence for Transformer | Transformer | |||
| Neural Text Generation from Rich Semantic Representations | 生成 | |||
| Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning | RL、Graph | |||
| Positional Encoding to Control Output Sequence Length | 雜 | |||
| Pragmatically Informative Text Generation | 生成 | |||
| Pre-trained language model representations for language generation | 預訓練語言模型、生成 | |||
| Predicting the Type and Target of Offensive Posts in Social Media | offensive | |||
| Ranking-Based AutoEncoder for Extreme Multi-label Classification | AE、multi-label | |||
| Recursive Routing Networks: Learning to Compose Modules for Language Understanding | recursive、understanding | |||
| Reinforcement Learning Based Text Style Transfer without Parallel Training Corpus | style transfer、RL | |||
| Relation Classification Using Segment-Level Attention-based CNN and Dependency-based RNN | 關係分類 | |||
| Review-Driven Multi-Label Music Style Classification by Exploiting Style Correlations | style | |||
| Separating Planning from Realization in Neural Data to Text Generation | 生成 | |||
| Star-Transformer | Transformer | |||
| Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation | 數據增強 | |||
| Targeted Aspect-Based Sentiment Analysis as a Sentence Pair Classification Task: Constructing the Other Sentence | sentence pair、生成 | |||
| Text Generation from Knowledge Graphs | 生成、KG | |||
| Topic-Guided Variational Auto-Encoder for Text Generation | 生成、VAE | |||
| Towards Content Transfer through Grounded Text Generation | 生成、transfer | |||
| Training data augmentation for context-sensitive neural lemmatizer using inflection tables and raw text | 數據增強 | |||
| Tweet Stance Detection Using an Attention based Neural Ensemble Model | stance detection | |||
| Unifying Human and Statistical Evaluation for Natural Language Generation | 生成、evaluation | |||
| Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders | AE、recursive |
TO BE CONTINUED…