论文列表——NAACL 2019

最近NAACL-2019接收列表出了，列出感兴趣的paper，供之后阅读：名称类型关键字阅读价值笔记Deep Adversarial Learning for NLPtutorialTransfer Learning in Natural Language ProcessingtutorialApplications of Natural L...

ZSYGOOOD

3378人浏览 · 2019-03-06 12:36:36

ZSYGOOOD · 2019-03-06 12:36:36 发布

最近NAACL-2019接收列表出了，列出感兴趣的paper，供之后阅读：

名称	类型	关键字
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		比较总结
A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC		数据集
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、强化学习
Adaptive Convolution for Text Classification		分类
Adversarial Training for Weakly Supervised Event Detection		清华、对抗
An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models		预训练
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		实际问题
Detection of Abusive Language: the Problem of Biased Datasets		数据集
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		事件真实性、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		分类
Incorporating Emoji Descriptions Improves Tweet Classification		分类、tweet
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification		分类、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		杂
Pragmatically Informative Text Generation		生成
Pre-trained language model representations for language generation		预训练语言模型、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		关系分类
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		数据增强
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		数据增强
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