Smarter LLMs Research
updated
RARR: Researching and Revising What Language Models Say, Using Language
Models
Paper
• 2210.08726
• Published
• 1
Hypothesis Search: Inductive Reasoning with Language Models
Paper
• 2309.05660
• Published
• 2
In-context Learning and Induction Heads
Paper
• 2209.11895
• Published
• 2
ReAct: Synergizing Reasoning and Acting in Language Models
Paper
• 2210.03629
• Published
• 33
Measuring Massive Multitask Language Understanding
Paper
• 2009.03300
• Published
• 3
Multi-Head Mixture-of-Experts
Paper
• 2404.15045
• Published
• 60
RAFT: Adapting Language Model to Domain Specific RAG
Paper
• 2403.10131
• Published
• 72
Paper
• 2401.04088
• Published
• 160
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
• 259
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
• 81
Make Your LLM Fully Utilize the Context
Paper
• 2404.16811
• Published
• 55
Can Large Language Models Be an Alternative to Human Evaluations?
Paper
• 2305.01937
• Published
• 3
ARES: An Automated Evaluation Framework for Retrieval-Augmented
Generation Systems
Paper
• 2311.09476
• Published
• 7
L-Eval: Instituting Standardized Evaluation for Long Context Language
Models
Paper
• 2307.11088
• Published
• 5
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