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Collections including paper arxiv:2306.05685

生成式AI導論 2024

https://www.youtube.com/@HungyiLeeNTU

Re3: Generating Longer Stories With Recursive Reprompting and Revision

Paper • 2210.06774 • Published Oct 13, 2022 • 2
Constitutional AI: Harmlessness from AI Feedback

Paper • 2212.08073 • Published Dec 15, 2022 • 3
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Paper • 2402.04253 • Published Feb 6, 2024
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Paper • 2305.19118 • Published May 30, 2023

🚀 Spinning Up in LLMs

Lost in the Middle: How Language Models Use Long Contexts

Paper • 2307.03172 • Published Jul 6, 2023 • 43
Efficient Estimation of Word Representations in Vector Space

Paper • 1301.3781 • Published Jan 16, 2013 • 8
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 24
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 104

Papers: Evaluation

Skill-Mix: a Flexible and Expandable Family of Evaluations for AI models

Paper • 2310.17567 • Published Oct 26, 2023 • 1
This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models

Paper • 2310.15941 • Published Oct 24, 2023 • 6
Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022 • 1
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models

Paper • 2306.04757 • Published Jun 7, 2023 • 6

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 38
prometheus-eval/Feedback-Collection

Viewer • Updated Oct 14, 2023 • 100k • 433 • 115
prometheus-eval/prometheus-13b-v1.0

Text Generation • Updated Oct 14, 2023 • 115 • 142
HuggingFaceH4/ultrafeedback_binarized

Viewer • Updated Oct 16, 2024 • 187k • 8.88k • 316

🧑‍⚖️ LLM-as-a-judge

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 38
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
Leveraging Large Language Models for NLG Evaluation: A Survey

Paper • 2401.07103 • Published Jan 13, 2024 • 4
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 55

Evals & Monitoring

G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Paper • 2303.16634 • Published Mar 29, 2023 • 3
miracl/miracl-corpus

Viewer • Updated Jan 5, 2023 • 77.2M • 4.45k • 49
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 38
How is ChatGPT's behavior changing over time?

Paper • 2307.09009 • Published Jul 18, 2023 • 24

Curated resources that support the use of LLMs to serve as automatic evaluators of other LLM outputs.

JudgeLM: Fine-tuned Large Language Models are Scalable Judges

Paper • 2310.17631 • Published Oct 26, 2023 • 35
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 55
Generative Judge for Evaluating Alignment

Paper • 2310.05470 • Published Oct 9, 2023 • 1
Calibrating LLM-Based Evaluator

Paper • 2309.13308 • Published Sep 23, 2023 • 12

生成式AI導論 2024

https://www.youtube.com/@HungyiLeeNTU

Re3: Generating Longer Stories With Recursive Reprompting and Revision

Paper • 2210.06774 • Published Oct 13, 2022 • 2
Constitutional AI: Harmlessness from AI Feedback

Paper • 2212.08073 • Published Dec 15, 2022 • 3
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Paper • 2402.04253 • Published Feb 6, 2024
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Paper • 2305.19118 • Published May 30, 2023

🧑‍⚖️ LLM-as-a-judge

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 38
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent

Paper • 2312.10003 • Published Dec 15, 2023 • 44
Leveraging Large Language Models for NLG Evaluation: A Survey

Paper • 2401.07103 • Published Jan 13, 2024 • 4
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 55

🚀 Spinning Up in LLMs

Lost in the Middle: How Language Models Use Long Contexts

Paper • 2307.03172 • Published Jul 6, 2023 • 43
Efficient Estimation of Word Representations in Vector Space

Paper • 1301.3781 • Published Jan 16, 2013 • 8
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 24
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 104

Evals & Monitoring

G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment

Paper • 2303.16634 • Published Mar 29, 2023 • 3
miracl/miracl-corpus

Viewer • Updated Jan 5, 2023 • 77.2M • 4.45k • 49
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 38
How is ChatGPT's behavior changing over time?

Paper • 2307.09009 • Published Jul 18, 2023 • 24

Papers: Evaluation

Skill-Mix: a Flexible and Expandable Family of Evaluations for AI models

Paper • 2310.17567 • Published Oct 26, 2023 • 1
This is not a Dataset: A Large Negation Benchmark to Challenge Large Language Models

Paper • 2310.15941 • Published Oct 24, 2023 • 6
Holistic Evaluation of Language Models

Paper • 2211.09110 • Published Nov 16, 2022 • 1
INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models

Paper • 2306.04757 • Published Jun 7, 2023 • 6

Curated resources that support the use of LLMs to serve as automatic evaluators of other LLM outputs.

JudgeLM: Fine-tuned Large Language Models are Scalable Judges

Paper • 2310.17631 • Published Oct 26, 2023 • 35
Prometheus: Inducing Fine-grained Evaluation Capability in Language Models

Paper • 2310.08491 • Published Oct 12, 2023 • 55
Generative Judge for Evaluating Alignment

Paper • 2310.05470 • Published Oct 9, 2023 • 1
Calibrating LLM-Based Evaluator

Paper • 2309.13308 • Published Sep 23, 2023 • 12

Judging LLM-as-a-judge with MT-Bench and Chatbot Arena

Paper • 2306.05685 • Published Jun 9, 2023 • 38
prometheus-eval/Feedback-Collection

Viewer • Updated Oct 14, 2023 • 100k • 433 • 115
prometheus-eval/prometheus-13b-v1.0

Text Generation • Updated Oct 14, 2023 • 115 • 142
HuggingFaceH4/ultrafeedback_binarized

Viewer • Updated Oct 16, 2024 • 187k • 8.88k • 316

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