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Fine-Tuning

704 directly classified papers

Papers per year

Papers

Detecting Syntactic Change with Pre-trained Transformer Models EMNLP 2023
An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023
Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science EMNLP 2023
Efficient Continue Training of Temporal Language Model with Structural Information EMNLP 2023
Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification EMNLP 2023
Large Language Models Meet Harry Potter: A Dataset for Aligning Dialogue Agents with Characters EMNLP 2023
USB: A Unified Summarization Benchmark Across Tasks and Domains EMNLP 2023
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning EMNLP 2023
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023
TokenDrop + BucketSampler: Towards Efficient Padding-free Fine-tuning of Language Models EMNLP 2023
XLS-R fine-tuning on noisy word boundaries for unsupervised speech segmentation into words EMNLP 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023
Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
ParroT: Translating during Chat using Large Language Models tuned with Human Translation and Feedback EMNLP 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
On Enhancing Fine-Tuning for Pre-trained Language Models EMNLP 2023
Nexus at ArAIEval Shared Task: Fine-Tuning Arabic Language Models for Propaganda and Disinformation Detection EMNLP 2023
Frank at ArAIEval Shared Task: Arabic Persuasion and Disinformation: The Power of Pretrained Models EMNLP 2023
Legend at ArAIEval Shared Task: Persuasion Technique Detection using a Language-Agnostic Text Representation Model EMNLP 2023
UoT at NADI 2023 shared task: Automatic Arabic Dialect Identification is Made Possible EMNLP 2023
AlexU-AIC at WojoodNER shared task: Sequence Labeling vs MRC and SWA for Arabic Named Entity Recognition EMNLP 2023