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

Aligning Model Properties via Conformal Risk Control NIPS 2024
PaCE: Parsimonious Concept Engineering for Large Language Models NIPS 2024
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models NIPS 2024
Large Language Model Unlearning NIPS 2024
On the Exploitability of Instruction Tuning NIPS 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards NIPS 2023
OpenAssistant Conversations - Democratizing Large Language Model Alignment NIPS 2023
Language Model Alignment with Elastic Reset NIPS 2023
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023
Use perturbations when learning from explanations NIPS 2023
LIMA: Less Is More for Alignment NIPS 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
Analyzing Transformers in Embedding Space ACL 2023
Interpretability at Scale: Identifying Causal Mechanisms in Alpaca NIPS 2023
Collaborative Alignment of NLP Models NIPS 2023
Human Preference Score: Better Aligning Text-to-Image Models with Human Preference ICCV 2023
Tuning Computer Vision Models With Task Rewards ICML 2023
A Spectral Theory of Neural Prediction and Alignment NIPS 2023
Can ChatGPT Defend its Belief in Truth? Evaluating LLM Reasoning via Debate EMNLP 2023
Training language models to follow instructions with human feedback NIPS 2022
Are Multilingual Sentiment Models Equally Right for the Right Reasons? EMNLP 2022
Table-based Fact Verification With Salience-aware Learning EMNLP 2021
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge ICML 2020
Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior AAAI 2019