Fine-Tuning

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation ACL 2024 CultureLLM: Incorporating Cultural Differences into Large Language Models NeurIPS 2024 Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise NeurIPS 2024 DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving NeurIPS 2024 Data Anonymization for Privacy-Preserving Large Language Model Fine-Tuning on Call Transcripts EACL 2024 DataDreamer: A Tool for Synthetic Data Generation and Reproducible LLM Workflows ACL 2024 D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models NeurIPS 2024 DEFT-UCS: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection for Text-Editing EMNLP 2024 Difficult for Whom? A Study of Japanese Lexical Complexity EMNLP 2024 Discovering Preference Optimization Algorithms with and for Large Language Models NeurIPS 2024 Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024 Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets EACL 2024 DRAVIDIAN LANGUAGE@ LT-EDI 2024:Pretrained Transformer based Automatic Speech Recognition system for Elderly People EACL 2024 DriveTrack: A Benchmark for Long-Range Point Tracking in Real-World Videos CVPR 2024 DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation NeurIPS 2024 DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024 Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 SemEval 2024 Empowering and Assessing the Utility of Large Language Models in Crop Science NeurIPS 2024 Enhancing Reasoning Capabilities of LLMs via Principled Synthetic Logic Corpus NeurIPS 2024 Exploring Memorization in Fine-tuned Language Models ACL 2024 FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models NeurIPS 2024 Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together EMNLP 2024 Fine-Tuning Graph Neural Networks by Preserving Graph Generative Patterns AAAI 2024 Fine-Tuning Language Models on Dutch Protest Event Tweets EACL 2024 Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow EMNLP 2024