f0ster
's Collections
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
•
1
In-context Learning and Induction Heads
Paper
•
2209.11895
•
Published
•
2
ReAct: Synergizing Reasoning and Acting in Language Models
Paper
•
2210.03629
•
Published
•
15
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
Paper
•
2401.04088
•
Published
•
158
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
•
253
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