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Oct 7, 2024
Oct 7, 2024
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Collections including paper arxiv:2409.18943
Collection by
Oct 22, 2024
Oct 22, 2024
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Instruction Following without Instruction Tuning
Paper • 2409.14254 • Published • 28 -
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models
Paper • 2409.18943 • Published • 28 -
Only-IF:Revealing the Decisive Effect of Instruction Diversity on Generalization
Paper • 2410.04717 • Published • 18 -
RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
Paper • 2410.05193 • Published • 13
Collection by
Nov 13, 2024
Nov 13, 2024
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INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models
Paper • 2306.04757 • Published • 6 -
Evaluating Instruction-Tuned Large Language Models on Code Comprehension and Generation
Paper • 2308.01240 • Published • 2 -
Can Large Language Models Understand Real-World Complex Instructions?
Paper • 2309.09150 • Published • 2 -
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection
Paper • 2308.10819 • Published
Collection by
8 days ago
8 days ago
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Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 136 -
Ruler: A Model-Agnostic Method to Control Generated Length for Large Language Models
Paper • 2409.18943 • Published • 28 -
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge
Paper • 2411.16594 • Published • 37 -
Offline Reinforcement Learning for LLM Multi-Step Reasoning
Paper • 2412.16145 • Published • 36
Collection by
1 day ago
1 day ago
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The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines
Paper • 2408.01050 • Published • 8 -
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters
Paper • 2408.03314 • Published • 54 -
Towards a Unified View of Preference Learning for Large Language Models: A Survey
Paper • 2409.02795 • Published • 72 -
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
Paper • 2409.04593 • Published • 24
Collection by
1 day ago
1 day ago
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RLHF Workflow: From Reward Modeling to Online RLHF
Paper • 2405.07863 • Published • 66 -
Chameleon: Mixed-Modal Early-Fusion Foundation Models
Paper • 2405.09818 • Published • 126 -
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models
Paper • 2405.15574 • Published • 53 -
An Introduction to Vision-Language Modeling
Paper • 2405.17247 • Published • 87
Collection by
15 days ago
15 days ago
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Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 37 -
Adapting Large Language Models via Reading Comprehension
Paper • 2309.09530 • Published • 77 -
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Paper • 2309.09400 • Published • 84 -
Language Modeling Is Compression
Paper • 2309.10668 • Published • 83