| Addressing Some Limitations of Transformers with Feedback Memory | Feb 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| MaxUp: A Simple Way to Improve Generalization of Neural Network Training | Feb 20, 2020 | Few-Shot Image ClassificationGeneral Classification | CodeCode Available | 0 |
| Scalable Second Order Optimization for Deep Learning | Feb 20, 2020 | CPUDeep Learning | CodeCode Available | 0 |
| A Systematic Comparison of Architectures for Document-Level Sentiment Classification | Feb 19, 2020 | ClassificationDocument Classification | CodeCode Available | 0 |
| LAMBERT: Layout-Aware (Language) Modeling for information extraction | Feb 19, 2020 | Key Information ExtractionLanguage Modeling | CodeCode Available | 1 |
| SentenceMIM: A Latent Variable Language Model | Feb 18, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents | Feb 18, 2020 | Decision MakingLanguage Modeling | —Unverified | 0 |
| A Financial Service Chatbot based on Deep Bidirectional Transformers | Feb 17, 2020 | Chatbotintent-classification | —Unverified | 0 |
| Global and Local Feature Learning for Ego-Network Analysis | Feb 16, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation | Feb 15, 2020 | Action SegmentationDecoder | CodeCode Available | 1 |
| Transformer on a Diet | Feb 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FQuAD: French Question Answering Dataset | Feb 14, 2020 | ArticlesFQuAD | —Unverified | 0 |
| A Data Efficient End-To-End Spoken Language Understanding Architecture | Feb 14, 2020 | ChunkingLanguage Modeling | —Unverified | 0 |
| Comparison of Turkish Word Representations Trained on Different Morphological Forms | Feb 13, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CBAG: Conditional Biomedical Abstract Generation | Feb 13, 2020 | Abstract generationDescriptive | —Unverified | 0 |
| Deep Learning for Source Code Modeling and Generation: Models, Applications and Challenges | Feb 13, 2020 | DecoderLanguage Modeling | CodeCode Available | 0 |
| Pre-Training for Query Rewriting in A Spoken Language Understanding System | Feb 13, 2020 | Entity ResolutionFriction | —Unverified | 0 |
| Regularizing activations in neural networks via distribution matching with the Wasserstein metric | Feb 13, 2020 | image-classificationImage Classification | —Unverified | 0 |
| Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning | Feb 10, 2020 | Decision MakingGeneral Classification | —Unverified | 0 |
| REALM: Retrieval-Augmented Language Model Pre-Training | Feb 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| How Much Knowledge Can You Pack Into the Parameters of a Language Model? | Feb 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FastWave: Accelerating Autoregressive Convolutional Neural Networks on FPGA | Feb 9, 2020 | Audio GenerationAudio Synthesis | —Unverified | 0 |
| Limits of Detecting Text Generated by Large-Scale Language Models | Feb 9, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Blank Language Models | Feb 8, 2020 | Ancient Text RestorationLanguage Modeling | CodeCode Available | 1 |
| Time-aware Large Kernel Convolutions | Feb 8, 2020 | Document SummarizationLanguage Modeling | CodeCode Available | 1 |
| Introducing Aspects of Creativity in Automatic Poetry Generation | Feb 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Consistency of a Recurrent Language Model With Respect to Incomplete Decoding | Feb 6, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Aligning the Pretraining and Finetuning Objectives of Language Models | Feb 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Parsing as Pretraining | Feb 5, 2020 | Dependency ParsingLanguage Modeling | CodeCode Available | 1 |
| Explaining Relationships Between Scientific Documents | Feb 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Difference-of-Convex Programming Approach With Parallel Branch-and-Bound For Sentence Compression Via A Hybrid Extractive Model | Feb 2, 2020 | global-optimizationLanguage Modeling | —Unverified | 0 |
| Adversarial Training for Aspect-Based Sentiment Analysis with BERT | Jan 30, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Aspect-based Academic Search using Domain-specific KB | Jan 29, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| PEL-BERT: A Joint Model for Protocol Entity Linking | Jan 28, 2020 | DescriptiveEntity Linking | —Unverified | 0 |
| DUMA: Reading Comprehension with Transposition Thinking | Jan 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Compressing Language Models using Doped Kronecker Products | Jan 24, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Scaling Laws for Neural Language Models | Jan 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Simple Baseline to Semi-Supervised Domain Adaptation for Machine Translation | Jan 22, 2020 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization | Jan 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data | Jan 22, 2020 | Image RetrievalImage-text matching | —Unverified | 0 |
| Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference | Jan 21, 2020 | Few-Shot Text ClassificationGeneral Classification | CodeCode Available | 1 |
| Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems | Jan 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard | Jan 20, 2020 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| RobBERT: a Dutch RoBERTa-based Language Model | Jan 17, 2020 | FairnessLanguage Modeling | CodeCode Available | 1 |
| Block-wise Dynamic Sparseness | Jan 14, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer | Jan 13, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Continuous Space Neural Language Model for Bengali Language | Jan 11, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Cross-Context Entity Representations from Text | Jan 11, 2020 | Entity LinkingLanguage Modeling | —Unverified | 0 |
| Towards Minimal Supervision BERT-based Grammar Error Correction | Jan 10, 2020 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Automatic Business Process Structure Discovery using Ordered Neurons LSTM: A Preliminary Study | Jan 5, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |