wiredmau5
's Collections
Papers to Read
updated
JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Paper
•
2310.17631
•
Published
•
32
AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper
•
2310.12823
•
Published
•
35
G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment
Paper
•
2303.16634
•
Published
•
3
GPT-4 Doesn't Know It's Wrong: An Analysis of Iterative Prompting for
Reasoning Problems
Paper
•
2310.12397
•
Published
•
1
Can Large Language Models Really Improve by Self-critiquing Their Own
Plans?
Paper
•
2310.08118
•
Published
•
1
Reasoning with Language Model is Planning with World Model
Paper
•
2305.14992
•
Published
•
3
Active Retrieval Augmented Generation
Paper
•
2305.06983
•
Published
•
3
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper
•
2005.11401
•
Published
•
11
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper
•
2309.11495
•
Published
•
38
Progressive-Hint Prompting Improves Reasoning in Large Language Models
Paper
•
2304.09797
•
Published
•
1
Complexity-Based Prompting for Multi-Step Reasoning
Paper
•
2210.00720
•
Published
•
1
Reframing Instructional Prompts to GPTk's Language
Paper
•
2109.07830
•
Published
•
1
Evaluating Large Language Models: A Comprehensive Survey
Paper
•
2310.19736
•
Published
•
2
Improving Factuality and Reasoning in Language Models through Multiagent
Debate
Paper
•
2305.14325
•
Published
•
1
Self-RAG: Learning to Retrieve, Generate, and Critique through
Self-Reflection
Paper
•
2310.11511
•
Published
•
73
FrugalGPT: How to Use Large Language Models While Reducing Cost and
Improving Performance
Paper
•
2305.05176
•
Published
•
6
RA-DIT: Retrieval-Augmented Dual Instruction Tuning
Paper
•
2310.01352
•
Published
•
7
The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A"
Paper
•
2309.12288
•
Published
•
3
Rephrase and Respond: Let Large Language Models Ask Better Questions for
Themselves
Paper
•
2311.04205
•
Published
•
5
LLMs cannot find reasoning errors, but can correct them!
Paper
•
2311.08516
•
Published
•
1
Orca 2: Teaching Small Language Models How to Reason
Paper
•
2311.11045
•
Published
•
70
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper
•
2402.03620
•
Published
•
109