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| Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! | Mar 15, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures | Mar 14, 2023 | ClassificationDeep Learning | —Unverified | 0 |
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| Do Transformers Parse while Predicting the Masked Word? | Mar 14, 2023 | Constituency ParsingLanguage Modeling | —Unverified | 0 |
| Finding the Needle in a Haystack: Unsupervised Rationale Extraction from Long Text Classifiers | Mar 14, 2023 | Document ClassificationLanguage Modeling | —Unverified | 0 |
| NL4Opt Competition: Formulating Optimization Problems Based on Their Natural Language Descriptions | Mar 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| AMOM: Adaptive Masking over Masking for Conditional Masked Language Model | Mar 13, 2023 | Code GenerationDecoder | CodeCode Available | 0 |
| Generating multiple-choice questions for medical question answering with distractors and cue-masking | Mar 13, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ODIN: On-demand Data Formulation to Mitigate Dataset Lock-in | Mar 13, 2023 | DiversityLanguage Modeling | —Unverified | 0 |
| A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability | Mar 12, 2023 | Code GenerationLanguage Modeling | CodeCode Available | 1 |
| Accommodating Audio Modality in CLIP for Multimodal Processing | Mar 12, 2023 | AudioCapsContrastive Learning | CodeCode Available | 0 |
| Learning Combinatorial Prompts for Universal Controllable Image Captioning | Mar 11, 2023 | controllable image captioningImage Captioning | —Unverified | 0 |
| Stabilizing Transformer Training by Preventing Attention Entropy Collapse | Mar 11, 2023 | Automatic Speech Recognitionimage-classification | CodeCode Available | 2 |
| Towards MoE Deployment: Mitigating Inefficiencies in Mixture-of-Expert (MoE) Inference | Mar 10, 2023 | CPUDecoder | —Unverified | 0 |
| Algorithmic Ghost in the Research Shell: Large Language Models and Academic Knowledge Creation in Management Research | Mar 10, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| An Overview on Language Models: Recent Developments and Outlook | Mar 10, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Iterative Few-shot Semantic Segmentation from Image Label Text | Mar 10, 2023 | Few-Shot Semantic SegmentationLanguage Modeling | CodeCode Available | 1 |
| Tag2Text: Guiding Vision-Language Model via Image Tagging | Mar 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 4 |
| Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models | Mar 10, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Weakly-Supervised HOI Detection from Interaction Labels Only and Language/Vision-Language Priors | Mar 9, 2023 | Human-Object Interaction DetectionLanguage Modeling | —Unverified | 0 |
| Refined Vision-Language Modeling for Fine-grained Multi-modal Pre-training | Mar 9, 2023 | Image-text matchingLanguage Modeling | —Unverified | 0 |
| Knowledge-augmented Few-shot Visual Relation Detection | Mar 9, 2023 | DiversityFew-Shot Learning | —Unverified | 0 |
| Can a Frozen Pretrained Language Model be used for Zero-shot Neural Retrieval on Entity-centric Questions? | Mar 9, 2023 | Domain GeneralizationLanguage Modeling | —Unverified | 0 |
| Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Results | Mar 8, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |