conftrace_

model alignment

226 papers

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Co-occurring keywords

large language model (13587) reinforcement learning from human feedback (278) direct preference optimization (332) preference optimization (302) language model alignment (142) preference learning (418) reinforcement learning (4352) reward model (276) language model (4599) instruction following (396)

Papers

Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model AAAI 2026

Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models ACL 2026

MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning EACL 2026

URPO: A Unified Reward & Policy Optimization Framework for Large Language Models AAAI 2026

Team-Based Self-Play With Dual Adaptive Weighting for Fine-Tuning LLMs ACL 2026

Pruning Unsafe Tickets: A Resource-Efficient Framework for Safer and More Robust LLMs ACL 2026

Do Political Opinions Transfer Between Western Languages? An Analysis of Unaligned and Aligned Multilingual LLMs EACL 2026

Pseudo-Likelihood Training for Reasoning Diffusion Language Models EACL 2026

Rethinking Direct Preference Optimization in Diffusion Models AAAI 2026

SparseRM: A Lightweight Preference Modeling with Sparse Autoencoder AAAI 2026

Margin-Aware Preference Optimization for Aligning Diffusion Models Without Reference AAAI 2026

SGT: Securing Open-Source LLMs Against Malicious Fine-tuning via Safety Guidance Trigger ACL 2026

Debiasing Reward Models via Causally Motivated Inference-Time Intervention ACL 2026

IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation ACL 2026

HumanGuideNet: Adapter-Based Alignment of Deep Neural Networks with Human Similarity Judgments WACV 2026

Understanding Jailbreak Success: A Study of Latent Space Dynamics in Large Language Models EACL 2026

Adaptive Helpfulness–Harmlessness Alignment with Preference Vectors EACL 2026

Unraveling LLM Jailbreaks Through Safety Knowledge Neurons EACL 2026

M-MiniGPT4: Multilingual VLLM Alignment via Translated Data EACL 2026

Selective Weak-to-Strong Generalization AAAI 2026

Control Illusion: The Failure of Instruction Hierarchies in Large Language Models AAAI 2026

Hidden in the Noise: Unveiling Backdoors in Audio LLMs Alignment Through Latent Acoustic Pattern Triggers AAAI 2026

When Truth Is Overridden: Uncovering the Internal Origins of Sycophancy in Large Language Models AAAI 2026

Fairness Perceptions of Large Language Models AAAI 2026

Emergent Misalignment via In-Context Learning: Narrow in-context examples can produce broadly misaligned LLMs ACL 2026