| Effectiveness of Deep Networks in NLP using BiDAF as an example architecture | Aug 31, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| How Does Adversarial Fine-Tuning Benefit BERT? | Aug 31, 2021 | Continual LearningDependency Parsing | —Unverified | 0 |
| On the Multilingual Capabilities of Very Large-Scale English Language Models | Aug 30, 2021 | Extractive Question-AnsweringFew-Shot Learning | CodeCode Available | 0 |
| The effects of data size on Automated Essay Scoring engines | Aug 30, 2021 | Automated Essay ScoringLanguage Modeling | —Unverified | 0 |
| Representation Memorization for Fast Learning New Knowledge without Forgetting | Aug 28, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems | Aug 28, 2021 | dialog state trackingFew-Shot Learning | CodeCode Available | 0 |
| Exploring the Capacity of a Large-scale Masked Language Model to Recognize Grammatical Errors | Aug 27, 2021 | Grammatical Error DetectionLanguage Modeling | —Unverified | 0 |
| Exploring Retraining-Free Speech Recognition for Intra-sentential Code-Switching | Aug 27, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Position-Invariant Truecasing with a Word-and-Character Hierarchical Recurrent Neural Network | Aug 26, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Models In a Spelling Bee: Language Models Implicitly Learn the Character Composition of Tokens | Aug 25, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Using BERT Encoding and Sentence-Level Language Model for Sentence Ordering | Aug 24, 2021 | Document SummarizationLanguage Modeling | —Unverified | 0 |
| Prompt-Learning for Fine-Grained Entity Typing | Aug 24, 2021 | Entity TypingKnowledge Probing | —Unverified | 0 |
| Reducing Exposure Bias in Training Recurrent Neural Network Transducers | Aug 24, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Detection of Criminal Texts for the Polish State Border Guard | Aug 24, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UzBERT: pretraining a BERT model for Uzbek | Aug 22, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| cushLEPOR: customising hLEPOR metric using Optuna for higher agreement with human judgments or pre-trained language model LaBSE | Aug 21, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language Model Augmented Relevance Score | Aug 19, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploiting Multi-Object Relationships for Detecting Adversarial Attacks in Complex Scenes | Aug 19, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deduplicating Training Data Makes Language Models Better | Aug 17, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Weakly Supervised Dataset of Fine-Grained Emotions in Portuguese | Aug 17, 2021 | Emotion RecognitionLanguage Modeling | CodeCode Available | 0 |
| Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification | Aug 17, 2021 | ClassificationFew-Shot Text Classification | —Unverified | 0 |
| Scaling Laws for Deep Learning | Aug 17, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| Autoencoders as Tools for Program Synthesis | Aug 16, 2021 | Code SummarizationLanguage Modeling | CodeCode Available | 0 |
| Deep Natural Language Processing for LinkedIn Search | Aug 16, 2021 | Document RankingLanguage Modeling | —Unverified | 0 |
| Towards Structured Dynamic Sparse Pre-Training of BERT | Aug 13, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |