JudgeLM: Fine-tuned Large Language Models are Scalable Judges
Paper
• 2310.17631 • Published
• 35
Papers to Read
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AgentTuning: Enabling Generalized Agent Abilities for LLMs
Paper • 2310.12823 • Published • 36 -
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 • 4 -
Active Retrieval Augmented Generation
Paper • 2305.06983 • Published • 3 -
Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks
Paper • 2005.11401 • Published • 14 -
Chain-of-Verification Reduces Hallucination in Large Language Models
Paper • 2309.11495 • Published • 40 -
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 • 2 -
Self-RAG: Learning to Retrieve, Generate, and Critique through Self-Reflection
Paper • 2310.11511 • Published • 79 -
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
Paper • 2305.05176 • Published • 7 -
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 • 2 -
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 • 77 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 117