| A Syntax Aware BERT for Identifying Well-Formed Queries in a Curriculum Framework | Aug 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization | Aug 21, 2022 | Contrastive LearningExtractive Summarization | —Unverified | 0 |
| Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization | Aug 21, 2022 | Abstractive Text SummarizationDecoder | CodeCode Available | 4 |
| VLMAE: Vision-Language Masked Autoencoder | Aug 19, 2022 | Image-text RetrievalLanguage Modeling | —Unverified | 0 |
| Graph-Augmented Cyclic Learning Framework for Similarity Estimation of Medical Clinical Notes | Aug 19, 2022 | DiagnosticLanguage Modeling | —Unverified | 0 |
| Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks | Aug 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Survey on Open Information Extraction from Rule-based Model to Large Language Model | Aug 18, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Using Large Language Models to Simulate Multiple Humans and Replicate Human Subject Studies | Aug 18, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Neural Embeddings for Text | Aug 17, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visual Comparison of Language Model Adaptation | Aug 17, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Ask Question First for Enhancing Lifelong Language Learning | Aug 17, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Syntax-driven Data Augmentation for Named Entity Recognition | Aug 15, 2022 | Data AugmentationLanguage Modeling | CodeCode Available | 0 |
| 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 |
| CoditT5: Pretraining for Source Code and Natural Language Editing | Aug 10, 2022 | Bug fixingLanguage Modeling | CodeCode Available | 1 |
| Controlling Perceived Emotion in Symbolic Music Generation with Monte Carlo Tree Search | Aug 10, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Thai Wav2Vec2.0 with CommonVoice V8 | Aug 9, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training | Aug 8, 2022 | Image-text matchingLanguage Modeling | CodeCode Available | 1 |
| When can I Speak? Predicting initiation points for spoken dialogue agents | Aug 7, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards No.1 in CLUE Semantic Matching Challenge: Pre-trained Language Model Erlangshen with Propensity-Corrected Loss | Aug 5, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Atlas: Few-shot Learning with Retrieval Augmented Language Models | Aug 5, 2022 | Fact CheckingFew-Shot Learning | CodeCode Available | 2 |
| 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 |
| 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 |