conftrace_

supervised fine-tuning

381 papers

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Also known as

SFT

Co-occurring keywords

large language model (13587) reinforcement learning (4352) direct preference optimization (332) reinforcement learning from human feedback (278) preference optimization (302) language model (4599) instruction tuning (838) chain-of-thought reasoning (551) knowledge distillation (3725) machine translation (2499)

Papers

Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions EMNLP 2024
Unlocking the Potential of Model Merging for Low-Resource Languages EMNLP 2024
Weak-to-Strong Reasoning EMNLP 2024
Self-Explore: Enhancing Mathematical Reasoning in Language Models with Fine-grained Rewards EMNLP 2024
LongAlign: A Recipe for Long Context Alignment of Large Language Models EMNLP 2024
Are LLMs Good Annotators for Discourse-level Event Relation Extraction? EMNLP 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models EMNLP 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging EMNLP 2024
A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences EMNLP 2024
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators ACL 2024
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation ACL 2024
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence ACL 2024
ReFT: Reasoning with Reinforced Fine-Tuning ACL 2024
Enhancing Translation Accuracy of Large Language Models through Continual Pre-Training on Parallel Data ACL 2024
Small Language Models Need Strong Verifiers to Self-Correct Reasoning ACL 2024
An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024
TOREE: Evaluating Topic Relevance of Student Essays for Chinese Primary and Middle School Education ACL 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ACL 2024
HelpSteer: Multi-attribute Helpfulness Dataset for SteerLM NAACL 2024
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding NAACL 2024
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models NAACL 2024
NCL_NLP at SemEval-2024 Task 7: CoT-NumHG: A CoT-Based SFT Training Strategy with Large Language Models for Number-Focused Headline Generation NAACL 2024