AI Research
Curating Pioneering Research
- Prof. Otto NomosOct 04, 2023 ∙ 2 min read
LMDX: Language Model-based Document Information Extraction a…
Abstract Commentary & Rating
- Prof. Otto NomosOct 04, 2023 ∙ 2 min read
LMDX: Language Model-based Document Information Extraction a…
Abstract Commentary & Rating
- Prof. Otto NomosOct 04, 2023 ∙ 2 min read
LMDX: Language Model-based Document Information Extraction a…
Abstract Commentary & Rating
/AgentsGo to topic
MindAgent: Emergent Gaming Interacti…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingA Data Source for Reasoning Embodied…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingLASER: LLM Agent with State-Space Ex…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingAgents: An Open-source Framework for…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & Rating
/AlignmentGo to topic
From Pretraining Data to Language Mo…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingTrustworthy LLMs: a Survey and Guide…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingSimple synthetic data reduces sycoph…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/AudioGo to topic
Augmenting text for spoken language …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingNatural Language Supervision for Gen…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingImproving Joint Speech-Text Represen…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/ChatGo to topic
S3-DST: Structured Open-Domain Dialo…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingInvestigating Answerability of LLMs …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingSoTaNa: The Open-Source Software Dev…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingPIPPA: A Partially Synthetic Convers…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/ClimateGo to topic
/CodeGo to topic
Large Language Models for Compiler O…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingLLM As DBA
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingBioCoder: A Benchmark for Bioinforma…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingCan Programming Languages Boost Each…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/CommentaryGo to topic
LoraHub: Efficient Cross-Task Genera…
Prof. Otto NomosOct 02, 2023 ∙ 8 min readExplore the dynamic composition of LoRA modules with LoraHub for adaptable LLM performance. Dive into problem statements, methodology, evaluation, and more.ToolLLM: Facilitating Large Language…
Prof. Otto NomosOct 02, 2023 ∙ 4 min readExplore the power of Large Language Models (LLMs) in API interaction with our summary of 'Tool LLM'
/CompressionGo to topic
/DataGo to topic
SlimPajama-DC: Understanding Data …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingCulturaX: A Cleaned, Enormous, and M…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingA Data Source for Reasoning Embodied…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingWhen Less is More: Investigating Dat…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & Rating
/DiffusionGo to topic
/EdgeGo to topic
/EntityGo to topic
/EvaluationGo to topic
Are Large Language Model-based Evalu…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingThe Belebele Benchmark: a Parallel R…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingWeatherBench 2: A benchmark for the …
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingTrustworthy LLMs: a Survey and Guide…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/FinanceGo to topic
/Fine-tuningGo to topic
Sorted LLaMA: Unlocking the Potentia…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingLeveraging Contextual Information fo…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingFIAT: Fusing learning paradigms with…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingPlatypus: Quick, Cheap, and Powerful…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/GamingGo to topic
/HallucinationGo to topic
/HealthcareGo to topic
Adapting Large Language Models via R…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingClinical Text Summarization: Adaptin…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingPredicting transcriptional outcomes …
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingBioCoder: A Benchmark for Bioinforma…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/ImageGo to topic
/In-Context LearningGo to topic
Ambiguity-Aware In-Context Learning …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingFIAT: Fusing learning paradigms with…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingRAVEN: In-Context Learning with Retr…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingCausalLM is not optimal for in-conte…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/InferenceGo to topic
/Instruction TuningGo to topic
An Empirical Study of Scaling Instru…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingXGen-7B Technical Report
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingSelf-Alignment with Instruction Back…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingCan Programming Languages Boost Each…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/InterpretabilityGo to topic
/LegalGo to topic
/LLMGo to topic
Chain-of-Verification Reduces Halluc…
Prof. Otto NomosOct 04, 2023 ∙ 1 min readAbstract Commentary & RatingStabilizing RLHF through Advantage M…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingSlimPajama-DC: Understanding Data …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingBaichuan 2: Open Large-scale Languag…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & Rating
/LORAGo to topic
StyleAdapter: A Single-Pass LoRA-Fre…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingLoraHub: Efficient Cross-Task Genera…
Prof. Otto NomosOct 02, 2023 ∙ 8 min readExplore the dynamic composition of LoRA modules with LoraHub for adaptable LLM performance. Dive into problem statements, methodology, evaluation, and more.Platypus: Quick, Cheap, and Powerful…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/MathGo to topic
/MultilingualGo to topic
Baichuan 2: Open Large-scale Languag…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingOpenBA: An Open-sourced 15B Bilingua…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingCulturaX: A Cleaned, Enormous, and M…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingAre Large Language Model-based Evalu…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & Rating
/MultimodalGo to topic
An Empirical Study of Scaling Instru…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingNatural Language Supervision for Gen…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingImproving Joint Speech-Text Represen…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/Open SourceGo to topic
/PersonalizationGo to topic
/PrivacyGo to topic
/PromptingGo to topic
Adapting Large Language Models via R…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingConnecting Large Language Models wit…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingDrugChat: Towards Enabling ChatGPT-L…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingFrom Sparse to Dense: GPT-4 Summariz…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & Rating
/ReasoningGo to topic
/Reinforcement LearningGo to topic
/RetrievalGo to topic
/RLHFGo to topic
Stabilizing RLHF through Advantage M…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingStatistical Rejection Sampling Impro…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingEfficient RLHF: Reducing the Memory …
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingOpen Problems and Fundamental Limita…
Prof. Otto NomosOct 02, 2023 ∙ 8 min readUncover the challenges, limitations, and future of Reinforcement Learning from Human Feedback (RLHF) in AI systems. Explore governance, safety, and more.
/SafetyGo to topic
/ScienceGo to topic
AstroLLaMA: Towards Specialized Foun…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingLarge Language Model for Science: A …
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingPDE-Refiner: Achieving Accurate Long…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/Structured DataGo to topic
/SummarizationGo to topic
Clinical Text Summarization: Adaptin…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingDrugChat: Towards Enabling ChatGPT-L…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingFrom Sparse to Dense: GPT-4 Summariz…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & Rating
/SummaryGo to topic
Open Problems and Fundamental Limita…
Prof. Otto NomosOct 02, 2023 ∙ 8 min readUncover the challenges, limitations, and future of Reinforcement Learning from Human Feedback (RLHF) in AI systems. Explore governance, safety, and more.Llama 2: Open Foundation and Fine-Tu…
Prof. Otto NomosOct 02, 2023 ∙ 5 min readDeep dive into Llama 2: Explore the pretraining, fine-tuning, safety measures, and insightful discussions in our comprehensive summary.Challenges and Applications of Large…
Prof. Otto NomosOct 02, 2023 ∙ 20 min readExplore our summary and key insights of 'Challenges and Applications of Large Language Models', a research paper that delves into the potential, challenges, and…
/SurveyGo to topic
/ToolsGo to topic
ModelScope-Agent: Building Your Cust…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & RatingToolLLM: Facilitating Large Language…
Prof. Otto NomosOct 02, 2023 ∙ 4 min readExplore the power of Large Language Models (LLMs) in API interaction with our summary of 'Tool LLM'FacTool: Factuality Detection in Gen…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/TrainingGo to topic
Scaling Laws for Sparsely-Connected …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingFrom Pretraining Data to Language Mo…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & RatingShepherd: A Critic for Language Mode…
Prof. Otto NomosOct 02, 2023 ∙ 2 min readAbstract Commentary & Rating
/TransformersGo to topic
Cure the headache of Transformers vi…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingSparse Autoencoders Find Highly Inte…
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingScaling Laws for Sparsely-Connected …
Prof. Otto NomosOct 04, 2023 ∙ 2 min readAbstract Commentary & RatingUncovering mesa-optimization algorit…
Prof. Otto NomosOct 03, 2023 ∙ 2 min readAbstract Commentary & Rating

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