| Leveraging per Image-Token Consistency for Vision-Language Pre-training | Nov 20, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HanTrans: An Empirical Study on Cross-Era Transferability of Chinese Pre-trained Language Model | Nov 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation | Nov 1, 2022 | image-classificationImage Classification | —Unverified | 0 |
| CodeEditor: Learning to Edit Source Code with Pre-trained Models | Oct 31, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Unifying Reference Expression Generation and Comprehension | Oct 24, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation | Oct 21, 2022 | Entity LinkingEntity Typing | —Unverified | 0 |
| Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training | Oct 14, 2022 | HallucinationImage Augmentation | CodeCode Available | 0 |
| Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training | Oct 11, 2022 | GPUKnowledge Graphs | CodeCode Available | 0 |
| The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection | Oct 3, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Towards Making the Most of Pre-trained Translation Model for Quality Estimation | Oct 1, 2022 | DenoisingLanguage Modeling | —Unverified | 0 |
| A Closer Look at Parameter Contributions When Training Neural Language and Translation Models | Oct 1, 2022 | Causal Language ModelingLanguage Modeling | —Unverified | 0 |
| Taking Actions Separately: A Bidirectionally-Adaptive Transfer Learning Method for Low-Resource Neural Machine Translation | Oct 1, 2022 | Generative Adversarial NetworkLanguage Modeling | —Unverified | 0 |
| KUL@SMM4H’22: Template Augmented Adaptive Pre-training for Tweet Classification | Oct 1, 2022 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| Bidirectional Language Models Are Also Few-shot Learners | Sep 29, 2022 | DenoisingLanguage Modeling | —Unverified | 0 |
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach | Sep 8, 2022 | Event Causality IdentificationLanguage Modeling | CodeCode Available | 0 |
| Learning Better Masking for Better Language Model Pre-training | Aug 23, 2022 | DenoisingLanguage Modeling | CodeCode Available | 0 |
| Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks | Aug 22, 2022 | AllCross-Modal Retrieval | CodeCode Available | 0 |
| Masked Vision and Language Modeling for Multi-modal Representation Learning | Aug 3, 2022 | cross-modal alignmentLanguage Modeling | —Unverified | 0 |
| Augmenting Vision Language Pretraining by Learning Codebook with Visual Semantics | Jul 31, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Boosting Point-BERT by Multi-choice Tokens | Jul 27, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 0 |
| STT: Soft Template Tuning for Few-Shot Adaptation | Jul 18, 2022 | Few-Shot LearningLanguage Modeling | —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 |
| GPTs at Factify 2022: Prompt Aided Fact-Verification | Jun 29, 2022 | Fact VerificationLanguage Modeling | —Unverified | 0 |
| General Framework for Reversible Data Hiding in Texts Based on Masked Language Modeling | Jun 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| VL-BEiT: Generative Vision-Language Pretraining | Jun 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Discovering Financial Hypernyms by Prompting Masked Language Models | Jun 1, 2022 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Developing Language Resources and NLP Tools for the North Korean Language | Jun 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Enhancing Continual Learning with Global Prototypes: Counteracting Negative Representation Drift | May 24, 2022 | Continual LearningLanguage Modeling | —Unverified | 0 |
| MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification | May 24, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Memorization Without Overfitting: Analyzing the Training Dynamics of Large Language Models | May 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual Normalization of Temporal Expressions with Masked Language Models | May 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Foundation Posteriors for Approximate Probabilistic Inference | May 19, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Towards Unified Prompt Tuning for Few-shot Text Classification | May 11, 2022 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers | May 11, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering | May 6, 2022 | Contrastive LearningExtractive Question-Answering | CodeCode Available | 0 |
| Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis | May 1, 2022 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog | May 1, 2022 | dialog state trackingLanguage Modeling | CodeCode Available | 0 |
| Phrase-aware Unsupervised Constituency Parsing | May 1, 2022 | Constituency ParsingLanguage Modeling | —Unverified | 0 |
| “Is Whole Word Masking Always Better for Chinese BERT?”: Probing on Chinese Grammatical Error Correction | May 1, 2022 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| Enhancing Cross-lingual Natural Language Inference by Prompt-learning from Cross-lingual Templates | May 1, 2022 | Cross-Lingual Natural Language InferenceCross-Lingual Transfer | CodeCode Available | 0 |
| Vision-Language Pre-Training for Boosting Scene Text Detectors | Apr 29, 2022 | Contrastive LearningLanguage Modeling | CodeCode Available | 0 |
| A Comprehensive Understanding of Code-mixed Language Semantics using Hierarchical Transformer | Apr 27, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Pretraining Chinese BERT for Detecting Word Insertion and Deletion Errors | Apr 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Representation Learning of Player Behavioral Data with Confidence Guided Masking | Apr 25, 2022 | Feature EngineeringLanguage Modeling | CodeCode Available | 0 |
| LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking | Apr 18, 2022 | cross-modal alignmentDocument AI | CodeCode Available | 0 |
| WordAlchemy: A transformer-based Reverse Dictionary | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SimpleBERT: A Pre-trained Model That Learns to Generate Simple Words | Apr 16, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Text Revision by On-the-Fly Representation Optimization | Apr 15, 2022 | AttributeLanguage Modeling | CodeCode Available | 0 |
| Data Augmentation for Biomedical Factoid Question Answering | Apr 10, 2022 | Data AugmentationInformation Retrieval | CodeCode Available | 0 |
| Pre-Training Transformer Decoder for End-to-End ASR Model with Unpaired Speech Data | Mar 31, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |