2020
August
- ArcFace: Additive Angular Margin Loss for Deep Face Recognition
- GrokNet: Unified Computer Vision Model Trunk and Embeddings for Commerce
July
June
- PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
- BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
- Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1
April
- Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
- Efficient Natural Language Response Suggestion for Smart Reply
- Learning End-To-End Goal-Oriented Dialog
- Conversational Recommender System
March
- A Structured Self-Attentive Sentence Embedding
- Convolutional Neural Networks for Sentence Classification
- Variations of the Similarity Function of TextRank for Automated Summarization
- Get To The Point: Summarization with Pointer-Generator Networks
- Corpora Generation for Grammatical Error Correction
February
- Sentencepiece
- Neural Machine Translation of Rare Words with Subword Units
- EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks
- Practical Aspects of Deep Learning
January
- DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
- Ctrl: A Conditional Transformer Language Model For Controllable Generation
- Convolutional Neural Network (CNN)
- Language Models are Unsupervised Multitask Learners
- Pangloss: Fast Entity Linking in Noisy Text Environments
- Single Headed Attention RNN
2019
December
November
- Entity Linking with a Knowledge Base: Issues, Techniques and Solutions
- Adam Optimizer
- T-SNE
- HDBScan
- Curriculum Learning
- Named Entity Recognition with Bidirectional LSTM-CNNs
- Gmail Smart Compose: Real-Time Assisted Writing
- Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
- Effective Incorporation of Speaker Information in Utterance Encoding in Dialog
- Dialog Context Language Modeling With Recurrent Neural Networks
August
- Scalable Multi-Domain Dialogue State Tracking
- Dialog State Tracking: A Neural Reading Comprehension Approach
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- Lessons from My First Startup
- Natural Language Processing
- Dynamic Co-attention Network
- Bi-directional Attention Flow for Machine Comprehension
- Blockwise Parallel Decoding for Deep Autoregressive Models
- Attention is All You Need
July
June
April
2016
December
November
- Modeling Impression Discounting in Large-scale Recommender Systems
- Bigtable: A Distributed Storage System for Structured Data
September
- Coding Style
- Java To Scala Interoperability
- Generics, SubTypes and SuperTypes
- Implicits
- Tail Recursion
- For Expressions
- Collect
- Zipping
- Reduce, Fold and FoldLeft
- Map, FlatMap and Filter
- Collections
- Higher Order Functions
- Traits
- Case Class
- Pattern Matching
- Some-None-Option
- Var-Val-Def
- Functional Programming
- Scala - Getting Started