| 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 |
| AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model | Aug 2, 2022 | Causal Language ModelingCommon Sense Reasoning | CodeCode Available | 2 |
| 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 |
| Composable Text Controls in Latent Space with ODEs | Aug 1, 2022 | AttributeLanguage Modeling | CodeCode Available | 1 |
| On the Limitations of Sociodemographic Adaptation with Transformers | Aug 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Neural Knowledge Bank for Pretrained Transformers | Jul 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval | Jul 31, 2022 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics | 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 |
| Entity Type Prediction Leveraging Graph Walks and Entity Descriptions | Jul 28, 2022 | Entity TypingKnowledge Graphs | —Unverified | 0 |
| Knowing Where and What: Unified Word Block Pretraining for Document Understanding | Jul 28, 2022 | Contrastive Learningdocument understanding | CodeCode Available | 0 |
| Contextual Information and Commonsense Based Prompt for Emotion Recognition in Conversation | Jul 27, 2022 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| 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 |
| Training Effective Neural Sentence Encoders from Automatically Mined Paraphrases | Jul 26, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| 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 |
| Improving Mandarin Speech Recogntion with Block-augmented Transformer | Jul 24, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
| Zero-Shot Video Captioning with Evolving Pseudo-Tokens | Jul 22, 2022 | Image CaptioningImage-text matching | CodeCode Available | 1 |