| GenAug: Data Augmentation for Finetuning Text Generators | Oct 5, 2020 | Data AugmentationDiversity | CodeCode Available | 1 |
| XDA: Accurate, Robust Disassembly with Transfer Learning | Oct 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention | Oct 2, 2020 | Common Sense ReasoningEntity Typing | CodeCode Available | 1 |
| Near-imperceptible Neural Linguistic Steganography via Self-Adjusting Arithmetic Coding | Oct 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Vietnamese Named Entity Recognition from Speech Using Word Capitalization and Punctuation Recovery Models | Oct 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contrastive Distillation on Intermediate Representations for Language Model Compression | Sep 29, 2020 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing | Sep 29, 2020 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Multi-Relational Embedding for Knowledge Graph Representation and Analysis | Sep 28, 2020 | Computational EfficiencyGraph Embedding | CodeCode Available | 1 |
| HetSeq: Distributed GPU Training on Heterogeneous Infrastructure | Sep 25, 2020 | GPUimage-classification | CodeCode Available | 1 |
| Visually Grounded Compound PCFGs | Sep 25, 2020 | Constituency Grammar InductionLanguage Modeling | CodeCode Available | 1 |
| Grounded Compositional Outputs for Adaptive Language Modeling | Sep 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Let's Stop Incorrect Comparisons in End-to-end Relation Extraction! | Sep 22, 2020 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| Content Planning for Neural Story Generation with Aristotelian Rescoring | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Latin BERT: A Contextual Language Model for Classical Philology | Sep 21, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Biomedical Event Extraction with Hierarchical Knowledge Graphs | Sep 20, 2020 | Event ExtractionLanguage Modeling | CodeCode Available | 1 |
| The birth of Romanian BERT | Sep 18, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Generating Label Cohesive and Well-Formed Adversarial Claims | Sep 17, 2020 | Fact CheckingLanguage Modeling | CodeCode Available | 1 |
| Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks | Sep 17, 2020 | General ClassificationLanguage Modeling | CodeCode Available | 1 |
| Contextualized Perturbation for Textual Adversarial Attack | Sep 16, 2020 | Adversarial AttackLanguage Modeling | CodeCode Available | 1 |
| Reusing a Pretrained Language Model on Languages with Limited Corpora for Unsupervised NMT | Sep 16, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Improving Indonesian Text Classification Using Multilingual Language Model | Sep 12, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| UPB at SemEval-2020 Task 6: Pretrained Language Models for Definition Extraction | Sep 11, 2020 | Definition ExtractionGeneral Classification | CodeCode Available | 1 |
| Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function | Sep 8, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Sentimental LIAR: Extended Corpus and Deep Learning Models for Fake Claim Classification | Sep 1, 2020 | Cultural Vocal Bursts Intensity PredictionEmotion Recognition | CodeCode Available | 1 |
| Intermediate Training of BERT for Product Matching | Aug 31, 2020 | Entity ResolutionLanguage Modeling | CodeCode Available | 1 |
| GREEK-BERT: The Greeks visiting Sesame Street | Aug 27, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Glancing Transformer for Non-Autoregressive Neural Machine Translation | Aug 18, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Hybrid Ranking Network for Text-to-SQL | Aug 11, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| KR-BERT: A Small-Scale Korean-Specific Language Model | Aug 10, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Distilling the Knowledge of BERT for Sequence-to-Sequence ASR | Aug 9, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| DeLighT: Deep and Light-weight Transformer | Aug 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| TweepFake: about Detecting Deepfake Tweets | Jul 31, 2020 | Binary text classificationDeepFake Detection | CodeCode Available | 1 |
| Improving NER's Performance with Massive financial corpus | Jul 31, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets | Jul 30, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| The Lottery Ticket Hypothesis for Pre-trained BERT Networks | Jul 23, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| newsSweeper at SemEval-2020 Task 11: Context-Aware Rich Feature Representations For Propaganda Classification | Jul 21, 2020 | ArticlesClassification | CodeCode Available | 1 |
| InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training | Jul 15, 2020 | Contrastive LearningCross-Lingual Transfer | CodeCode Available | 1 |
| Multi-Dialect Arabic BERT for Country-Level Dialect Identification | Jul 10, 2020 | Dialect IdentificationLanguage Modeling | CodeCode Available | 1 |
| Learning Spoken Language Representations with Neural Lattice Language Modeling | Jul 6, 2020 | Intent DetectionLanguage Modeling | CodeCode Available | 1 |
| Language-agnostic BERT Sentence Embedding | Jul 3, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Processing South Asian Languages Written in the Latin Script: the Dakshina Dataset | Jul 2, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Learning to Combine Top-Down and Bottom-Up Signals in Recurrent Neural Networks with Attention over Modules | Jun 30, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning Sparse Prototypes for Text Generation | Jun 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| BOND: BERT-Assisted Open-Domain Named Entity Recognition with Distant Supervision | Jun 28, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Offline Handwritten Chinese Text Recognition with Convolutional Neural Networks | Jun 28, 2020 | Handwritten Chinese Text RecognitionLanguage Modeling | CodeCode Available | 1 |
| Pre-training via Paraphrasing | Jun 26, 2020 | Document SummarizationDocument Translation | CodeCode Available | 1 |
| LSBert: A Simple Framework for Lexical Simplification | Jun 25, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Lipschitz Recurrent Neural Networks | Jun 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Differentiable Language Model Adversarial Attacks on Categorical Sequence Classifiers | Jun 19, 2020 | Adversarial AttackLanguage Modeling | CodeCode Available | 1 |
| A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19 | Jun 19, 2020 | ChatbotLanguage Modeling | CodeCode Available | 1 |