| Matching Networks for One Shot Learning | Jun 13, 2016 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 | 5 |
| Iterative Few-shot Semantic Segmentation from Image Label Text | Mar 10, 2023 | Few-Shot Semantic SegmentationLanguage Modeling | CodeCode Available | 1 | 5 |
| MatSciBERT: A Materials Domain Language Model for Text Mining and Information Extraction | Sep 30, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| ITER: Iterative Transformer-based Entity Recognition and Relation Extraction | Nov 11, 2024 | GPULanguage Modeling | CodeCode Available | 1 | 5 |
| Camoscio: an Italian Instruction-tuned LLaMA | Jul 31, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| Diffusion Sequence Models for Enhanced Protein Representation and Generation | Jun 9, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model | Apr 3, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DANIEL: A fast Document Attention Network for Information Extraction and Labelling of handwritten documents | Jul 12, 2024 | Document Layout Analysisdocument understanding | CodeCode Available | 1 | 5 |
| DEMix Layers: Disentangling Domains for Modular Language Modeling | Aug 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| JobBERT: Understanding Job Titles through Skills | Sep 20, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| AgentMove: Predicting Human Mobility Anywhere Using Large Language Model based Agentic Framework | Aug 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| DAM: Dynamic Attention Mask for Long-Context Large Language Model Inference Acceleration | Jun 6, 2025 | Computational EfficiencyLanguage Modeling | CodeCode Available | 1 | 5 |
| JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding | Jun 13, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| CycleFormer : TSP Solver Based on Language Modeling | May 30, 2024 | DecoderLanguage Modeling | CodeCode Available | 1 | 5 |
| Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning | Feb 9, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 1 | 5 |
| Text Classification Using Label Names Only: A Language Model Self-Training Approach | Oct 14, 2020 | ClassificationDocument Classification | CodeCode Available | 1 | 5 |
| DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling | Sep 25, 2024 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| DALE: Generative Data Augmentation for Low-Resource Legal NLP | Oct 24, 2023 | Data AugmentationDecoder | CodeCode Available | 1 | 5 |
| Picard understanding Darmok: A Dataset and Model for Metaphor-Rich Translation in a Constructed Language | Jul 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling | May 14, 2021 | Dialogue GenerationLanguage Modeling | CodeCode Available | 1 | 5 |
| Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning | May 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| JuriBERT: A Masked-Language Model Adaptation for French Legal Text | Oct 4, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization | Jul 17, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities | May 23, 2025 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent | Dec 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
