RARR: Researching and Revising What Language Models Say, Using Language Models
Paper
•
2210.08726
•
Published
•
1
Smarter LLMs Research
-
-
Hypothesis Search: Inductive Reasoning with Language Models
Paper • 2309.05660 • Published • 1 -
In-context Learning and Induction Heads
Paper • 2209.11895 • Published • 2 -
ReAct: Synergizing Reasoning and Acting in Language Models
Paper • 2210.03629 • Published • 14 -
Measuring Massive Multitask Language Understanding
Paper • 2009.03300 • Published • 3 -
Multi-Head Mixture-of-Experts
Paper • 2404.15045 • Published • 59 -
RAFT: Adapting Language Model to Domain Specific RAG
Paper • 2403.10131 • Published • 67 -
Mixtral of Experts
Paper • 2401.04088 • Published • 159 -
OpenELM: An Efficient Language Model Family with Open-source Training and Inference Framework
Paper • 2404.14619 • Published • 126 -
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
Paper • 2404.14219 • Published • 254 -
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
Paper • 2312.13558 • Published • 5 -
Better & Faster Large Language Models via Multi-token Prediction
Paper • 2404.19737 • Published • 73 -
Make Your LLM Fully Utilize the Context
Paper • 2404.16811 • Published • 52 -
Can Large Language Models Be an Alternative to Human Evaluations?
Paper • 2305.01937 • Published • 2 -
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems
Paper • 2311.09476 • Published • 5 -
L-Eval: Instituting Standardized Evaluation for Long Context Language Models
Paper • 2307.11088 • Published • 4 -
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation
Paper • 2305.14251 • Published • 2 -
Answering Questions by Meta-Reasoning over Multiple Chains of Thought
Paper • 2304.13007 • Published • 1 -
Exploiting Reasoning Chains for Multi-hop Science Question Answering
Paper • 2109.02905 • Published • 1