cyq's blog

！！！！（DIIN）Natural Language Inference over Interaction Space

！！！！（IR，多任务学习）Multi-Task Learning for Document Ranking and Query Suggestion

！！！！（表达学习）An efficient framework for learning sentence representations

！！（表达学习，多任务学习）Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning

！！！！（序列建模）Bi-Directional Block Self-Attention for Fast and Memory-Efficient Sequence Modeling

！！！！（开放域QA）Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering

！！！（QA，强化学习）Ask the Right Questions: Active Question Reformulation with Reinforcement Learning

！！（MRC）QANet: Combining Local Convolution with Global Self-Attention for Reading Comprehension

！！（MRC）DCN+: Mixed Objective And Deep Residual Coattention for Question Answering

！！（MRC）FusionNet: Fusing via Fully-aware Attention with Application to Machine Comprehension

（MRC）Multi-Mention Learning for Reading Comprehension with Neural Cascades

（摘要）Generating Wikipedia by Summarizing Long Sequences

（表达学习）A New Method of Region Embedding for Text Classification

（语言模型）breaking_the_softmax_bottleneck：a_high_rank_rnn_language_model

（语言模型）Neural Language Modeling by Jointly Learning Syntax and Lexicon

（文本生成，GAN）MaskGAN: Better Text Generation via Filling in the ___

（摘要）A Deep Reinforced Model for Abstractive Summarization

（LSTM的可解释性，情感分析）Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs

（迁移学习）Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation

（图卷积+self-attention）Graph Attention Networks

（多任务学习）Routing Networks: Adaptive Selection of Non-Linear Functions for Multi-Task Learning

All-but-the-Top: Simple and Effective Postprocessing for Word Representations

！！（一个逻辑蕴含的数据集）Can Neural Networks Understand Logical Entailment?

Spherical CNNs

（多任务学习）Beyond Shared Hierarchies: Deep Multitask Learning through Soft Layer Ordering

（transformer-based）Non-Autoregressive Neural Machine Translation

个人杂谈之ICLR2018