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Fine-Tuning

704 directly classified papers

Papers per year

Papers

Making Harmful Behaviors Unlearnable for Large Language Models ACL 2024
Direct Preference Optimization with an Offset ACL 2024
Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots ACL 2024
SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ACL 2024
Visual Hallucinations of Multi-modal Large Language Models ACL 2024
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024
LTGC: Long-tail Recognition via Leveraging LLMs-driven Generated Content CVPR 2024
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? EMNLP 2024
Rationales for Answers to Simple Math Word Problems Confuse Large Language Models ACL 2024
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ACL 2024
Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement ACL 2024
Knowledge of Knowledge: Exploring Known-Unknowns Uncertainty with Large Language Models ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024
Phased Instruction Fine-Tuning for Large Language Models ACL 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network ACL 2024
From Role-Play to Drama-Interaction: An LLM Solution ACL 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024