conftrace_

language model alignment

142 papers

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Co-occurring keywords

large language model (13587) reinforcement learning from human feedback (278) direct preference optimization (332) reinforcement learning (4352) preference learning (418) reward model (276) preference optimization (302) model alignment (226) reward modeling (164) language model (4599)

Papers

Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues EMNLP 2024
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models EMNLP 2024
Reformatted Alignment EMNLP 2024
Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization EMNLP 2024
Reward Difference Optimization For Sample Reweighting In Offline RLHF EMNLP 2024
Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline EMNLP 2024
Better Alignment with Instruction Back-and-Forth Translation EMNLP 2024
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024
BPO: Staying Close to the Behavior LLM Creates Better Online LLM Alignment EMNLP 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment EMNLP 2024
Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? EMNLP 2024
Aligners: Decoupling LLMs and Alignment EMNLP 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization EMNLP 2024
Decoding-Time Language Model Alignment with Multiple Objectives NIPS 2024
BoNBoN Alignment for Large Language Models and the Sweetness of Best-of-n Sampling NIPS 2024
Aligning Large Language Models by On-Policy Self-Judgment ACL 2024
Aligning Large Language Models via Fine-grained Supervision ACL 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024
Let Me Teach You: Pedagogical Foundations of Feedback for Language Models EMNLP 2024
Towards Aligning Language Models with Textual Feedback EMNLP 2024
Enhancing Alignment using Curriculum Learning & Ranked Preferences EMNLP 2024
Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses NIPS 2024
Perplexity-aware Correction for Robust Alignment with Noisy Preferences NIPS 2024
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling NIPS 2024