Fine-Tuning

Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 AmazonQAC: A Large-Scale, Naturalistic Query Autocomplete Dataset EMNLP 2024 A new approach for fine-tuning sentence transformers for intent classification and out-of-scope detection tasks EMNLP 2024 Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024 Assessing “Implicit” Retrieval Robustness of Large Language Models EMNLP 2024 A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024 Automatic Transcription of Grammaticality Judgements for Language Documentation EACL 2024 Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model ACL 2024 BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models NeurIPS 2024 Beyond Concept Bottleneck Models: How to Make Black Boxes Intervenable? NeurIPS 2024 Black-Box Forgetting NeurIPS 2024 Boosting Alignment for Post-Unlearning Text-to-Image Generative Models NeurIPS 2024 Boundary Matters: A Bi-Level Active Finetuning Method NeurIPS 2024 BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024 CEN_Amrita@LT-EDI 2024: A Transformer based Speech Recognition System for Vulnerable Individuals in Tamil EACL 2024 CGI-DM: Digital Copyright Authentication for Diffusion Models via Contrasting Gradient Inversion CVPR 2024 Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness ACL 2024 CLAVE: An Adaptive Framework for Evaluating Values of LLM Generated Responses NeurIPS 2024 C-LLM: Learn to Check Chinese Spelling Errors Character by Character EMNLP 2024 CoCoHD: Congress Committee Hearing Dataset EMNLP 2024 CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching NeurIPS 2024 Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities EMNLP 2024 Considering Human Interaction and Variability in Automatic Text Simplification EMNLP 2024 Co-occurrence is not Factual Association in Language Models NeurIPS 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024