Investigating Answerability of LLMs for Long-Form Question AnsweringDownload PDF#Large Language Models#QA#Paper#Salesforce·arxiv.org·Sep 25, 2023Investigating Answerability of LLMs for Long-Form Question Answering
These new tools could make AI vision systems less biased#Large Language Models#Tools#Computer Vision#Bias·technologyreview.com·Sep 25, 2023These new tools could make AI vision systems less biased
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt OptimizersDownload PDF#Large Language Models#Evolutionary Algorithms#Prompt Engineering·arxiv.org·Sep 25, 2023Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual TasksPDF#Large Language Models#Performance#Paper#PDF·arxiv.org·Jul 31, 2023Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
Llama 2: Open Foundation and Fine-Tuned Chat ModelsPDF#LLaMa#Large Language Models#Meta#Paper#PDF·arxiv.org·Jul 28, 2023Llama 2: Open Foundation and Fine-Tuned Chat Models
Language models and linguistic theories beyond words#Linguistics#Paper#PDF#Large Language Models·nature.com·Jul 24, 2023Language models and linguistic theories beyond words
Large language models encode clinical knowledge#Large Language Models#Medical#Google#Paper#PDF·nature.com·Jul 14, 2023Large language models encode clinical knowledge
OpenELM/OpenELM_Paper.pdf at paper · CarperAI/OpenELM · GitHub#Large Language Models#Algorithms#Feedback#Paper#PDF·github.com·Jul 11, 2023OpenELM/OpenELM_Paper.pdf at paper · CarperAI/OpenELM · GitHub
Large-scale Text-to-Image Generation Models for Visual Artists' Creative WorksPDF#Text-to-Image#Large Language Models#Generative Models#Paper#PDF·arxiv.org·Jul 5, 2023Large-scale Text-to-Image Generation Models for Visual Artists' Creative Works
Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias#Large Language Models#Training#Machine Learning#Paper#PDF·arxiv.org·Jul 4, 2023Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias
Towards Measuring the Representation of Subjective Global Opinions in Language Models#Large Language Models#Machine Learning#Opinion#Paper#PDF·arxiv.org·Jun 30, 2023Towards Measuring the Representation of Subjective Global Opinions in Language Models
Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations#Large Language Models#Diffusion#GPU#Paper#PDF·arxiv.org·Jun 22, 2023Speed Is All You Need: On-Device Acceleration of Large Diffusion Models via GPU-Aware Optimizations
Opportunities and Risks of LLMs for Scalable Deliberation with Polis#Large Language Models#Democracy#Paper#PDF·arxiv.org·Jun 22, 2023Opportunities and Risks of LLMs for Scalable Deliberation with Polis
ZeRO++: Extremely Efficient Collective Communication for Giant Model Training - Microsoft Research#Large Language Models#Training#Microsoft#Paper#PDF·microsoft.com·Jun 22, 2023ZeRO++: Extremely Efficient Collective Communication for Giant Model Training - Microsoft Research
Gorilla: Large Language Model Connected with Massive APIsPDF#Large Language Models#API#Paper#PDF·arxiv.org·May 30, 2023Gorilla: Large Language Model Connected with Massive APIs
ChemCrow: Augmenting large-language models with chemistry tools#Large Language Models#Chemistry#Paper#PDF·arxiv.org·Jun 22, 2023ChemCrow: Augmenting large-language models with chemistry tools
Demystifying GPT Self-Repair for Code Generation#GPT-4#Debug#Large Language Models#Paper#PDF·arxiv.org·Jun 20, 2023Demystifying GPT Self-Repair for Code Generation
LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative FusionPDF#Large Language Models#Machine Learning#Paper#PDF·arxiv.org·Jun 20, 2023LLM-Blender: Ensembling Large Language Models with Pairwise Ranking and Generative Fusion
FinGPT: Open-Source Financial Large Language Models#Finance#Large Language Models#Economics#Paper#PDF·arxiv.org·Jun 17, 2023FinGPT: Open-Source Financial Large Language Models
The Curse of Recursion: Training on Generated Data Makes Models Forget#Large Language Models#Training#Paper#PDF·arxiv.org·Jun 14, 2023The Curse of Recursion: Training on Generated Data Makes Models Forget
LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day#Large Language Models#Biomedical#Training#Paper#PDF#Microsoft·arxiv.org·Jun 13, 2023LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance#Large Language Models#Paper#PDF·arxiv.org·Jun 13, 2023FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text#Large Language Models#Classification#Paper#PDF·arxiv.org·Jun 12, 2023DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
Cross-Lingual Supervision improves Large Language Models Pre-training#Machine Translation#Large Language Models#Paper#PDF·arxiv.org·Jun 10, 2023Cross-Lingual Supervision improves Large Language Models Pre-training
Deliberate then Generate: Enhanced Prompting Framework for Text Generation#Large Language Models#Natural Language Processing#Prompt Engineering#Paper#PDF·arxiv.org·Jun 10, 2023Deliberate then Generate: Enhanced Prompting Framework for Text Generation
Entailment as Robust Self-Learner#Large Language Models#Entailment#Paper#PDF#Natural Language Processing·arxiv.org·Jun 9, 2023Entailment as Robust Self-Learner
Researchers unveil first Chat-GPT-designed robot#ChatGPT#Design#Robotics#Large Language Models·actu.epfl.ch·Jun 8, 2023Researchers unveil first Chat-GPT-designed robot
SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation#Large Language Models#Feedback·kaistai.github.io·Jun 5, 2023SelFee: Iterative Self-Revising LLM Empowered by Self-Feedback Generation
Faith and Fate: Limits of Transformers on Compositionality#Large Language Models#Machine Learning#Compositionality#Paper#PDF#Transformers·arxiv.org·Jun 5, 2023Faith and Fate: Limits of Transformers on Compositionality
SQL-PaLM: Improved Large Language ModelAdaptation for Text-to-SQLPDF#Large Language Models#Text-to-SQL#Paper#PDF·arxiv.org·Jun 4, 2023SQL-PaLM: Improved Large Language ModelAdaptation for Text-to-SQL