| Cloud-Based Real-Time Molecular Screening Platform with MolFormer | Aug 13, 2022 | Drug DiscoveryLanguage Modeling | —Unverified | 0 |
| LM-CORE: Language Models with Contextually Relevant External Knowledge | Aug 12, 2022 | Knowledge ProbingLanguage Modeling | CodeCode Available | 0 |
| Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation | Aug 11, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Reducing Retraining by Recycling Parameter-Efficient Prompts | Aug 10, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Thai Wav2Vec2.0 with CommonVoice V8 | Aug 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| When can I Speak? Predicting initiation points for spoken dialogue agents | Aug 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models | Aug 4, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Introducing BEREL: BERT Embeddings for Rabbinic-Encoded Language | Aug 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Masked Vision and Language Modeling for Multi-modal Representation Learning | Aug 3, 2022 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| VQ-T: RNN Transducers using Vector-Quantized Prediction Network States | Aug 3, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On the Limitations of Sociodemographic Adaptation with Transformers | Aug 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Learning from flowsheets: A generative transformer model for autocompletion of flowsheets | Aug 1, 2022 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning | Aug 1, 2022 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics | Jul 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Neural Knowledge Bank for Pretrained Transformers | Jul 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Smoothing Entailment Graphs with Language Models | Jul 30, 2022 | DiversityExplainable Models | CodeCode Available | 0 |
| Sequence to sequence pretraining for a less-resourced Slovenian language | Jul 28, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| HelixFold-Single: MSA-free Protein Structure Prediction by Using Protein Language Model as an Alternative | Jul 28, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Knowing Where and What: Unified Word Block Pretraining for Document Understanding | Jul 28, 2022 | Contrastive Learningdocument understanding | CodeCode Available | 0 |
| Entity Type Prediction Leveraging Graph Walks and Entity Descriptions | Jul 28, 2022 | Entity TypingKnowledge Graphs | —Unverified | 0 |
| SoundChoice: Grapheme-to-Phoneme Models with Semantic Disambiguation | Jul 27, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Boosting Point-BERT by Multi-choice Tokens | Jul 27, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| A Hazard Analysis Framework for Code Synthesis Large Language Models | Jul 25, 2022 | Code GenerationLanguage Modeling | —Unverified | 0 |
| A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries | Jul 24, 2022 | FormLanguage Modeling | —Unverified | 0 |
| Chunk-aware Alignment and Lexical Constraint for Visual Entailment with Natural Language Explanations | Jul 23, 2022 | Decision MakingExplanation Generation | CodeCode Available | 0 |
| PanGu-Coder: Program Synthesis with Function-Level Language Modeling | Jul 22, 2022 | Code GenerationDecoder | CodeCode Available | 0 |
| The Birth of Bias: A case study on the evolution of gender bias in an English language model | Jul 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Language models of protein sequences at the scale of evolution enable accurate structure prediction | Jul 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards the Human Global Context: Does the Vision-Language Model Really Judge Like a Human Being? | Jul 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices | Jul 18, 2022 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Word Play for Playing Othello (Reverses) | Jul 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| STT: Soft Template Tuning for Few-Shot Adaptation | Jul 18, 2022 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Natural language processing for clusterization of genes according to their functions | Jul 17, 2022 | Dimensionality ReductionLanguage Modeling | —Unverified | 0 |
| An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods | Jul 17, 2022 | DenoisingKnowledge Graph Completion | —Unverified | 0 |
| ELECTRA is a Zero-Shot Learner, Too | Jul 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Multimodal Dialog Systems with Dual Knowledge-enhanced Generative Pretrained Language Model | Jul 16, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| A No-Code Low-Code Paradigm for Authoring Business Automations Using Natural Language | Jul 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Flexible Translation between Robot Actions and Language Descriptions | Jul 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Beware the Rationalization Trap! When Language Model Explainability Diverges from our Mental Models of Language | Jul 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Confident Adaptive Language Modeling | Jul 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BERTIN: Efficient Pre-Training of a Spanish Language Model using Perplexity Sampling | Jul 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration | Jul 14, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilinguals at SemEval-2022 Task 11: Complex NER in Semantically Ambiguous Settings for Low Resource Languages | Jul 14, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model | Jul 14, 2022 | Data AugmentationData-to-Text Generation | —Unverified | 0 |
| Text-driven Emotional Style Control and Cross-speaker Style Transfer in Neural TTS | Jul 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Transfer Learning Based Model for Text Readability Assessment in German | Jul 13, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Novel DeBERTa-based Model for Financial Question Answering Task | Jul 12, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Internal Language Model Estimation based Language Model Fusion for Cross-Domain Code-Switching Speech Recognition | Jul 9, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation | Jul 7, 2022 | Abstractive Text SummarizationLanguage Modeling | CodeCode Available | 0 |
| SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval | Jul 6, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |