Fine-Tuning

Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023 Black-Box Tuning of Vision-Language Models with Effective Gradient Approximation EMNLP 2023 Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora ACL 2023 Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification EMNLP 2023 Concept-wise Fine-tuning Matters in Preventing Negative Transfer ICCV 2023 Decomposed Prompt Tuning via Low-Rank Reparameterization EMNLP 2023 Deformable Mesh Transformer for 3D Human Mesh Recovery CVPR 2023 Detecting and Repairing Deviated Outputs of Compressed Models ACML 2023 Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models ACL 2023 DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation CVPR 2023 Empowering Knowledge Discovery from Scientific Literature: A novel approach to Research Artifact Analysis EMNLP 2023 Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023 Exploration of Open Large Language Models for eDiscovery EMNLP 2023 Extending an Event-type Ontology: Adding Verbs and Classes Using Fine-tuned LLMs Suggestions ACL 2023 Fine-Grained Retrieval Prompt Tuning AAAI 2023 High-quality argumentative information in low resources approaches improve counter-narrative generation EMNLP 2023 HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023 Interpreting Answers to Yes-No Questions in User-Generated Content EMNLP 2023 Investigating Techniques for a Deeper Understanding of Neural Machine Translation (NMT) Systems through Data Filtering and Fine-tuning Strategies EMNLP 2023 Investigating wav2vec2 context representations and the effects of fine-tuning, a case-study of a Finnish model Interspeech 2023 KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SemEval 2023 Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training ACL 2023 Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023 LayoutDM: Transformer-Based Diffusion Model for Layout Generation CVPR 2023 Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023