| Adaptation of domain-specific transformer models with text oversampling for sentiment analysis of social media posts on Covid-19 vaccines | Sep 22, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep Learning Based Page Creation for Improving E-Commerce Organic Search Traffic | Sep 22, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prompting for a conversation: How to control a dialog model? | Sep 22, 2022 | DiversityLanguage Modeling | —Unverified | 0 |
| Semantically Consistent Data Augmentation for Neural Machine Translation via Conditional Masked Language Model | Sep 22, 2022 | Data AugmentationDiversity | CodeCode Available | 0 |
| Mega: Moving Average Equipped Gated Attention | Sep 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| WeLM: A Well-Read Pre-trained Language Model for Chinese | Sep 21, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Generate rather than Retrieve: Large Language Models are Strong Context Generators | Sep 21, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Generalizing through Forgetting -- Domain Generalization for Symptom Event Extraction in Clinical Notes | Sep 20, 2022 | Domain GeneralizationEvent Extraction | —Unverified | 0 |
| LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging | Sep 20, 2022 | intent-classificationIntent Classification | —Unverified | 0 |
| A Few-shot Approach to Resume Information Extraction via Prompts | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models | Sep 20, 2022 | Few-Shot LearningLanguage Modeling | CodeCode Available | 1 |
| Probabilistic Generative Transformer Language models for Generative Design of Molecules | Sep 20, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Relaxed Attention for Transformer Models | Sep 20, 2022 | DecoderImage Classification | —Unverified | 0 |
| From Disfluency Detection to Intent Detection and Slot Filling | Sep 17, 2022 | Intent DetectionLanguage Modeling | CodeCode Available | 0 |
| Selective Token Generation for Few-shot Natural Language Generation | Sep 17, 2022 | Data-to-Text GenerationLanguage Modeling | CodeCode Available | 0 |
| The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding | Sep 16, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| NELLIE: A Neuro-Symbolic Inference Engine for Grounded, Compositional, and Explainable Reasoning | Sep 16, 2022 | HallucinationLanguage Modeling | —Unverified | 0 |
| Can Offline Reinforcement Learning Help Natural Language Understanding? | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Stateful Memory-Augmented Transformers for Efficient Dialogue Modeling | Sep 15, 2022 | DecoderDialogue Generation | CodeCode Available | 0 |
| TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations at Twitter | Sep 15, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| PTab: Using the Pre-trained Language Model for Modeling Tabular Data | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| uChecker: Masked Pretrained Language Models as Unsupervised Chinese Spelling Checkers | Sep 15, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| OmniVL:One Foundation Model for Image-Language and Video-Language Tasks | Sep 15, 2022 | Action ClassificationAction Recognition | —Unverified | 0 |
| Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach | Sep 15, 2022 | DiversityLanguage Modeling | CodeCode Available | 1 |
| SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation | Sep 14, 2022 | Contrastive Learningdialog state tracking | —Unverified | 0 |
