Nature language process
- Aspect Specific Opinion Expression Extraction using Attention based LSTM-CRF Network.
arxiv
- BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning.
arxiv
- BioBERT: pre-trained biomedical language representation model for biomedical text mining.
arxiv
- Cross-lingual Language Model Pretraining.
arxiv
- Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings.
arxiv code
- GILT: Generating Images from Long Text.
arxiv
- Open Research Knowledge Graph: Towards Machine Actionability in Scholarly Communication.
arxiv
- SumQE: a BERT-based Summary Quality Estimation Model.
arxiv code
- Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context.
arxiv code
Embedding
- A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases.
arxiv
- Word Embeddings for Sentiment Analysis: A Comprehensive Empirical Survey.
arxiv
- Fast Transformer Decoding: One Write-Head is All You Need.
arxiv
NMT
- Modeling Latent Sentence Structure in Neural Machine Translation.
arxiv
- Training on Synthetic Noise Improves Robustness to Natural Noise in Machine Translation.
arxiv
Reading Comprehension
- DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension.
arxiv
- Review Conversational Reading Comprehension.
arxiv
Recommender Systems
- Behavior Sequence Transformer for E-commerce Recommendation in Alibaba.
arxiv
Text Classification
- Delta-training: Simple Semi-Supervised Text Classification using Pretrained Word Embeddings.
arxiv
- EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks.
arxiv code
- Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach.
pdf code