| AlephBERT:A Hebrew Large Pre-Trained Language Model to Start-off your Hebrew NLP Application With | Apr 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Revisiting Simple Neural Probabilistic Language Models | Apr 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Nutribullets Hybrid: Multi-document Health Summarization | Apr 8, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Pushing the Limits of Non-Autoregressive Speech Recognition | Apr 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Interpreting A Pre-trained Model Is A Key For Model Architecture Optimization: A Case Study On Wav2Vec 2.0 | Apr 7, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Librispeech Transducer Model with Internal Language Model Prior Correction | Apr 7, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| An Empirical Evaluation of Word Embedding Models for Subjectivity Analysis Tasks | Apr 6, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Communication-Efficient Agnostic Federated Averaging | Apr 6, 2021 | Federated LearningLanguage Modeling | —Unverified | 0 |
| LT-LM: a novel non-autoregressive language model for single-shot lattice rescoring | Apr 6, 2021 | ARCAutomatic Speech Recognition | CodeCode Available | 0 |
| Towards Automated Psychotherapy via Language Modeling | Apr 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| COVID-19 sentiment analysis via deep learning during the rise of novel cases | Apr 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow Fusion | Apr 5, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SpeechStew: Simply Mix All Available Speech Recognition Data to Train One Large Neural Network | Apr 5, 2021 | AllLanguage Modeling | —Unverified | 0 |
| Semantic Distance: A New Metric for ASR Performance Analysis Towards Spoken Language Understanding | Apr 5, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| IndT5: A Text-to-Text Transformer for 10 Indigenous Languages | Apr 4, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TransfoRNN: Capturing the Sequential Information in Self-Attention Representations for Language Modeling | Apr 4, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ReCAM@IITK at SemEval-2021 Task 4: BERT and ALBERT based Ensemble for Abstract Word Prediction | Apr 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR | Apr 3, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| MMBERT: Multimodal BERT Pretraining for Improved Medical VQA | Apr 3, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ONE: Toward ONE model, ONE algorithm, ONE corpus dedicated to sentiment analysis of Arabic/Arabizi and its dialects | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Emotional RobBERT and Insensitive BERTje: Combining Transformers and Affect Lexica for Dutch Emotion Detection | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Arabic Compact Language Modelling for Resource Limited Devices | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Introducing A large Tunisian Arabizi Dialectal Dataset for Sentiment Analysis | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| What does BERT Learn from Arabic Machine Reading Comprehension Datasets? | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Quranic Verses Semantic Relatedness Using AraBERT | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual Slavic Named Entity Recognition | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Efficient Unsupervised NMT for Related Languages with Cross-Lingual Language Models and Fidelity Objectives | Apr 1, 2021 | DenoisingLanguage Modeling | —Unverified | 0 |
| BERTić - The Transformer Language Model for Bosnian, Croatian, Montenegrin and Serbian | Apr 1, 2021 | Commonsense Causal ReasoningLanguage Modeling | —Unverified | 0 |
| Benchmarking Pre-trained Language Models for Multilingual NER: TraSpaS at the BSNLP2021 Shared Task | Apr 1, 2021 | BenchmarkingLanguage Modeling | CodeCode Available | 0 |
| DLRG@DravidianLangTech-EACL2021: Transformer based approachfor Offensive Language Identification on Code-Mixed Tamil | Apr 1, 2021 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Maoqin @ DravidianLangTech-EACL2021: The Application of Transformer-Based Model | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TEAM HUB@LT-EDI-EACL2021: Hope Speech Detection Based On Pre-trained Language Model | Apr 1, 2021 | Hope Speech DetectionLanguage Modeling | —Unverified | 0 |
| Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings | Apr 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Story Centaur: Large Language Model Few Shot Learning as a Creative Writing Tool | Apr 1, 2021 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| NewsMTSC: A Dataset for (Multi-)Target-dependent Sentiment Classification in Political News Articles | Apr 1, 2021 | ArticlesDecision Making | CodeCode Available | 1 |
| On the Computational Modelling of Michif Verbal Morphology | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification | Apr 1, 2021 | Fact VerificationGraph Neural Network | —Unverified | 0 |
| Maximal Multiverse Learning for Promoting Cross-Task Generalization of Fine-Tuned Language Models | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Is Supervised Syntactic Parsing Beneficial for Language Understanding Tasks? An Empirical Investigation | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Globalizing BERT-based Transformer Architectures for Long Document Summarization | Apr 1, 2021 | ArticlesDocument Summarization | —Unverified | 0 |
| Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference | Apr 1, 2021 | Few-Shot Text ClassificationLanguage Modeling | —Unverified | 0 |
| CURIE: An Iterative Querying Approach for Reasoning About Situations | Apr 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Expressive Text-to-Speech using Style Tag | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Canonical and Surface Morphological Segmentation for Nguni Languages | Apr 1, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Detecting over/under-translation errors for determining adequacy in human translations | Apr 1, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training | Apr 1, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| Multi-Encoder Learning and Stream Fusion for Transformer-Based End-to-End Automatic Speech Recognition | Mar 31, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Few-shot learning through contextual data augmentation | Mar 31, 2021 | Data AugmentationFew-Shot Learning | CodeCode Available | 0 |
| AfriKI: Machine-in-the-Loop Afrikaans Poetry Generation | Mar 30, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 |