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

The Paradox of Preference: A Study on LLM Alignment Algorithms and Data Acquisition Methods NAACL 2024
Enhancing the General Agent Capabilities of Low-Paramter LLMs through Tuning and Multi-Branch Reasoning NAACL 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models NAACL 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
Setting up the Data Printer with Improved English to Ukrainian Machine Translation COLING 2024
Equipping Language Models with Tool Use Capability for Tabular Data Analysis in Finance EACL 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 SEMEVAL 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
Towards Tool Use Alignment of Large Language Models EMNLP 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024
A Two-Stage Adaptation of Large Language Models for Text Ranking ACL 2024
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024
EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization EMNLP 2023
Multilingual Previously Fact-Checked Claim Retrieval EMNLP 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
The Wisdom of Hindsight Makes Language Models Better Instruction Followers ICML 2023
OpenAssistant Conversations - Democratizing Large Language Model Alignment NIPS 2023
Guiding Large Language Models via Directional Stimulus Prompting NIPS 2023
Prompt2Model: Generating Deployable Models from Natural Language Instructions EMNLP 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback EMNLP 2023
Training Chain-of-Thought via Latent-Variable Inference NIPS 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision NIPS 2023
AVATAR: A Parallel Corpus for Java-Python Program Translation ACL 2023