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Collections including paper arxiv:2203.02155

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 26
CsFEVER and CTKFacts: Acquiring Czech data for fact verification

Paper • 2201.11115 • Published Jan 26, 2022
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 13
FinGPT: Large Generative Models for a Small Language

Paper • 2311.05640 • Published Nov 3, 2023 • 26

Papers to read - Reinforcement Learning

Papers I want to read, at some point. Focused on Reinforcement Learning papers.

Deep reinforcement learning from human preferences

Paper • 1706.03741 • Published Jun 12, 2017 • 3
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 13
Direct Preference-based Policy Optimization without Reward Modeling

Paper • 2301.12842 • Published Jan 30, 2023
Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 14

about 12 hours ago

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Paper • 2310.13961 • Published Oct 21, 2023 • 4
Fabricator: An Open Source Toolkit for Generating Labeled Training Data with Teacher LLMs

Paper • 2309.09582 • Published Sep 18, 2023 • 4
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models

Paper • 2310.13127 • Published Oct 19, 2023 • 10
Evaluating the Robustness to Instructions of Large Language Models

Paper • 2308.14306 • Published Aug 28, 2023 • 1

Moral Foundations of Large Language Models

Paper • 2310.15337 • Published Oct 23, 2023 • 1
Specific versus General Principles for Constitutional AI

Paper • 2310.13798 • Published Oct 20, 2023 • 2
Contrastive Prefence Learning: Learning from Human Feedback without RL

Paper • 2310.13639 • Published Oct 20, 2023 • 22
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 46

Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 40
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 10
Learning to summarize from human feedback

Paper • 2009.01325 • Published Sep 2, 2020 • 2
Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 13

Dama2's references

Training language models to follow instructions with human feedback

Paper • 2203.02155 • Published Mar 4, 2022 • 13
Language Models are Few-Shot Learners

Paper • 2005.14165 • Published May 28, 2020 • 10

DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models

Paper • 2309.03883 • Published Sep 7, 2023 • 31
LoRA: Low-Rank Adaptation of Large Language Models

Paper • 2106.09685 • Published Jun 17, 2021 • 26
Agents: An Open-source Framework for Autonomous Language Agents

Paper • 2309.07870 • Published Sep 14, 2023 • 39
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback

Paper • 2309.00267 • Published Sep 1, 2023 • 46

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