PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment
Paper
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2410.13785
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Published
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18
Align
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Aligning Large Language Models via Self-Steering Optimization
Paper • 2410.17131 • Published • 21 -
Baichuan Alignment Technical Report
Paper • 2410.14940 • Published • 49 -
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation
Paper • 2410.14745 • Published • 45 -
RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
Paper • 2410.16184 • Published • 23 -
Skywork-Reward: Bag of Tricks for Reward Modeling in LLMs
Paper • 2410.18451 • Published • 13 -
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch
Paper • 2410.18693 • Published • 40 -
A Critical Evaluation of AI Feedback for Aligning Large Language Models
Paper • 2402.12366 • Published • 3 -
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Paper • 2411.02337 • Published • 35 -
SelfCodeAlign: Self-Alignment for Code Generation
Paper • 2410.24198 • Published • 20 -
Constraint Back-translation Improves Complex Instruction Following of Large Language Models
Paper • 2410.24175 • Published • 15 -
Accelerating Direct Preference Optimization with Prefix Sharing
Paper • 2410.20305 • Published • 5 -
Self-Consistency Preference Optimization
Paper • 2411.04109 • Published • 16 -
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model
Paper • 2411.04496 • Published • 22 -
Direct Preference Optimization Using Sparse Feature-Level Constraints
Paper • 2411.07618 • Published • 15 -
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
Paper • 2411.14199 • Published • 27 -
SynFinTabs: A Dataset of Synthetic Financial Tables for Information and Table Extraction
Paper • 2412.04262 • Published • 3 -
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
Paper • 2412.04862 • Published • 42 -
MAmmoTH-VL: Eliciting Multimodal Reasoning with Instruction Tuning at Scale
Paper • 2412.05237 • Published • 39