DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models | Paper Citation Record

Observation 92074b83-7e64-41e9-867f-3f7a37855124 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 1

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Observation f1dc8827-3bf3-4305-b6db-a38dfb845eae · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer,

Reference 2

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Observation ddb35eec-f457-4a72-8535-cdc1633a5159 · outbound

This paper cites China’s cheap, open AI model DeepSeek thrills scientists,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models China’s cheap, open AI model DeepSeek thrills scientists,

Reference 3

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Observation 1ca8a6d7-63cb-47bc-8eae-b139caf3a9f8 · outbound

This paper cites What to know about DeepSeek and how it is up- ending A.I. - The New York Times,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models What to know about DeepSeek and how it is up- ending A.I. - The New York Times,

Reference 4

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Observation ec9b6116-5b32-452f-8788-10c257fde08f · outbound

This paper cites What is DeepSeek, and why is it causing Nvidia and other stocks to slump? - CBS News,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models What is DeepSeek, and why is it causing Nvidia and other stocks to slump? - CBS News,

Reference 5

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Observation 6bf67c6e-1566-4bc2-9c5e-3db0bfb0f2a6 · outbound

This paper cites A brief overview of ChatGPT: The history, status quo and potential future development,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models A brief overview of ChatGPT: The history, status quo and potential future development,

Reference 6

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Observation eba4530e-881a-41f6-a531-b1552c9ea905 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 7

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Observation 2b61b4bd-a087-43a4-945e-ec269b2b1b24 · outbound

This paper cites Training language models to follow instructions with human feedback,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Training language models to follow instructions with human feedback,

Reference 8

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Observation 508a59c2-21f9-4c20-a3fc-0d2b40398938 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Learning transferable visual models from natural language supervision,

Reference 9

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Observation 02ce712d-d8bf-4ceb-92d2-05a162d081c5 · outbound

This paper cites Pre-trained language models for text generation: A survey,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Pre-trained language models for text generation: A survey,

Reference 10

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Observation 83795e88-4990-4172-96bd-a827f183ac0c · outbound

This paper cites Recent advances in natural language processing via large pre-trained language models: A survey,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Recent advances in natural language processing via large pre-trained language models: A survey,

Reference 11

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Observation 3a6f7e12-ce04-448d-8bcb-ff9005580b30 · outbound

This paper cites Large language models versus natural language under- standing and generation,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Large language models versus natural language under- standing and generation,

Reference 12

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Observation 4c7cfa2c-1b45-4230-8687-4602466361a5 · outbound

This paper cites Application of deep belief networks for natural language understanding,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Application of deep belief networks for natural language understanding,

Reference 13

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Observation 5fdae1a1-a2f1-450e-91af-3713ab1fccc5 · outbound

This paper cites PaLM: Scal- ing language modeling with pathways,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models PaLM: Scal- ing language modeling with pathways,

Reference 14

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Observation 519e6f24-fb65-40e1-a2c4-2f61018178a5 · outbound

This paper cites Vision-enabled large language and deep learning models for image-based emotion recognition,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Vision-enabled large language and deep learning models for image-based emotion recognition,

Reference 15

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This paper cites A survey on deep multimodal learning for computer vision: advances, trends, applications, and datasets,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models A survey on deep multimodal learning for computer vision: advances, trends, applications, and datasets,

Reference 16

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This paper cites Deep learning models for digital image processing: A review,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Deep learning models for digital image processing: A review,

Reference 17

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This paper cites AI Action Summit (10 and 11 february 2025),.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models AI Action Summit (10 and 11 february 2025),

Reference 18

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Observation 24109014-e54a-44fe-bf46-cc24a7a7ec99 · outbound

This paper cites Can ChatGPT replace traditional KBQA models? An in-depth analysis of the question answering performance of the GPT LLM family,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Can ChatGPT replace traditional KBQA models? An in-depth analysis of the question answering performance of the GPT LLM family,

Reference 19

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Observation 1f0f5a32-f24b-4004-95da-f8f49d7e4160 · outbound

This paper cites Reasoning with large language models for medical question answering,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Reasoning with large language models for medical question answering,

Reference 20

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Observation 3dd5671d-8234-4873-9d1c-963414a8d4f3 · outbound

This paper cites Proactive conversational agents in the post-ChatGPT world,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Proactive conversational agents in the post-ChatGPT world,

Reference 21

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Observation 7a795c53-071b-4131-864c-d5ba0da1af46 · outbound

This paper cites Unlock life with a chat GPT: Integrating conversational AI with large language models into everyday lives of autistic individuals,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Unlock life with a chat GPT: Integrating conversational AI with large language models into everyday lives of autistic individuals,

Reference 22

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Observation a81e4371-5062-4a89-9e24-9881f4d81f18 · outbound

This paper cites A contemporary review on chatbots, AI-powered virtual conversational agents, ChatGPT: Applications, open challenges and future research directions,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models A contemporary review on chatbots, AI-powered virtual conversational agents, ChatGPT: Applications, open challenges and future research directions,

Reference 23

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Observation 9f2fcb8d-761d-405e-b986-e18e73fc5598 · outbound

This paper cites Self-collaboration code gener- ation via ChatGPT,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Self-collaboration code gener- ation via ChatGPT,

Reference 24

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Observation a49b61a1-00f1-4f2d-838c-2dd4b6ac04c5 · outbound

This paper cites Is your code generated by ChatGPT really correct? rigorous evaluation of large language models for code generation,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Is your code generated by ChatGPT really correct? rigorous evaluation of large language models for code generation,

Reference 25

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Observation 9aff0331-9273-4b15-96b8-cf5ad8a720cd · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Gemini: A Family of Highly Capable Multimodal Models

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This paper cites Introducing Claude 2.1,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Introducing Claude 2.1,

Reference 27

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This paper cites Introducing llama 3.1: Our most capable models to date,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Introducing llama 3.1: Our most capable models to date,

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Observation 3133a507-f0d3-4e44-b195-d0c8dcd64725 · outbound

This paper cites Mistral 7B.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Mistral 7B

Reference 29

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This paper cites A comprehensive survey on transfer learning,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models A comprehensive survey on transfer learning,

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This paper cites Multimodal learning with transform- ers: A survey,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Multimodal learning with transform- ers: A survey,

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This paper cites GPT-4 Technical Report.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models GPT-4 Technical Report

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This paper cites DALL·E 2,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DALL·E 2,

Reference 33

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This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

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This paper cites Introducing OpenAI o1,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Introducing OpenAI o1,

Reference 35

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This paper cites Math-shepherd: Verify and reinforce llms step-by-step without human annotations,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Math-shepherd: Verify and reinforce llms step-by-step without human annotations,

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This paper cites Grok 3 beta — the age of reasoning agents,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Grok 3 beta — the age of reasoning agents,

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This paper cites DeepSeek-V3 Technical Report.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeek-V3 Technical Report

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This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

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This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

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This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Hidden markov models,

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This paper cites Large language models in machine translation,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Large language models in machine translation,

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This paper cites Dis- tributed representations of words and phrases and their composition- ality,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Dis- tributed representations of words and phrases and their composition- ality,

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This paper cites Glove: Global vectors for word representation,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Glove: Global vectors for word representation,

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This paper cites Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Fundamentals of recurrent neural network (RNN) and long short-term memory (LSTM) network,

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Long short-term memory network for learning sentences similarity using deep contextual embeddings,

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This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models RoBERTa: A Robustly Optimized BERT Pretraining Approach

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This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

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This paper cites BioBERT: a pre-trained biomedical language representation model for biomedical text mining,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models BioBERT: a pre-trained biomedical language representation model for biomedical text mining,

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

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This paper cites A General Language Assistant as a Laboratory for Alignment.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models A General Language Assistant as a Laboratory for Alignment

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This paper cites ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation

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This paper cites Multitask Prompted Training Enables Zero-Shot Task Generalization.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Multitask Prompted Training Enables Zero-Shot Task Generalization

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This paper cites Language models are unsupervised multitask learners,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Language models are unsupervised multitask learners,

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Evaluating Large Language Models Trained on Code

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This paper cites CodeGeeX: A pre-trained model for code generation with multilingual benchmarking on HumanEval-X,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models CodeGeeX: A pre-trained model for code generation with multilingual benchmarking on HumanEval-X,

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This paper cites Llama: Open and efficient foundation language models,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Llama: Open and efficient foundation language models,

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This paper cites Pythia: A suite for analyzing large language models across training and scaling,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Pythia: A suite for analyzing large language models across training and scaling,

Reference 60

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Observation 5eb97d9f-b6e5-4389-b8c8-40da58628730 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 61

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Observation d38b566d-63f4-456f-b389-6a858cc0e2fa · outbound

This paper cites Language models are few-shot learners,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Language models are few-shot learners,

Reference 62

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Observation 3fd0c0a3-47aa-403d-955c-eb5d81ec8ae7 · outbound

This paper cites Scaling Language Models: Methods, Analysis & Insights from Training Gopher.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Scaling Language Models: Methods, Analysis & Insights from Training Gopher

Reference 63

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Observation 0e49895d-b10f-489c-9cd3-e4eb4ba82d1c · outbound

This paper cites BLOOM: A 176B-Parameter Open-Access Multilingual Language Model.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Reference 64

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Observation f2786884-7275-4457-8eec-dd3161cefb43 · outbound

This paper cites Training Compute-Optimal Large Language Models.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Training Compute-Optimal Large Language Models

Reference 65

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Observation 671319ef-14ac-4f6f-b4be-2e9148ced7ff · outbound

This paper cites GLaM: Efficient scaling of lan- guage models with mixture-of-experts,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models GLaM: Efficient scaling of lan- guage models with mixture-of-experts,

Reference 66

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Observation 5ab8cee8-0eec-4f59-87b7-36e36fa06d30 · outbound

This paper cites LaMDA: Language Models for Dialog Applications.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models LaMDA: Language Models for Dialog Applications

Reference 67

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Observation 3dfbd059-797e-47a7-b746-58c67c178a86 · outbound

This paper cites Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model

Reference 68

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Observation 4a830d00-7af0-4933-a88f-f9346d932b0b · outbound

This paper cites OPT: Open Pre-trained Transformer Language Models.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models OPT: Open Pre-trained Transformer Language Models

Reference 69

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Observation f8f6dc85-ec5c-42d2-8e92-ed43b30c1bb3 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models BloombergGPT: A Large Language Model for Finance

Reference 70

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Observation 4b73b2ee-4a4f-44e4-b24c-edbc1ae19fc3 · outbound

This paper cites The Llama 3 Herd of Models.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models The Llama 3 Herd of Models

Reference 71

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Observation ee7a3292-c3d1-4a62-b7f8-9e5a2048d886 · outbound

This paper cites Qwen Technical Report.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Qwen Technical Report

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.178384Z

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Observation ba90cc22-65af-40c1-9b83-523597597de8 · outbound

This paper cites ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.180958Z

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Observation 44c00772-270d-4177-8086-3de63693540f · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 74

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Observation e7603c62-fa59-4b2e-90e8-18c29d0c25b3 · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Gemma: Open Models Based on Gemini Research and Technology

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.186821Z

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Observation 44726ed4-049b-4ad1-9a96-def5fc077e9a · outbound

This paper cites Grok-2 beta release,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Grok-2 beta release,

Reference 76

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Observation 9379c27f-8ebb-419c-9e8f-8dc731e1414a · outbound

This paper cites Llama 3.1: An in-depth analysis of the next-generation large language model,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Llama 3.1: An in-depth analysis of the next-generation large language model,

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.192786Z

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Observation 862aef8b-caa3-41cf-a7fc-12cb91dbe380 · outbound

This paper cites PredRNN: A recurrent neural network for spatiotemporal predictive learning,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models PredRNN: A recurrent neural network for spatiotemporal predictive learning,

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.195263Z

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Observation 933fd5ff-37ab-463c-911c-e2a4a16dc593 · outbound

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Efficient and effective training of sparse recurrent neural networks,

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.198436Z

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Observation f254d36e-4046-4813-a601-19801a87718e · outbound

This paper cites Attention is all you need,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Attention is all you need,

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.201057Z

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Observation 2db19066-3c93-40d1-9c73-2bf8d7a14b65 · outbound

This paper cites A Tutorial on LLM Reasoning: Relevant Methods behind ChatGPT o1.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models A Tutorial on LLM Reasoning: Relevant Methods behind ChatGPT o1

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.204182Z

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Observation 5dbc411f-0794-47ed-89ec-fbcfafba1714 · outbound

This paper cites Star: Bootstrapping reasoning with reasoning,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Star: Bootstrapping reasoning with reasoning,

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.206881Z

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Observation 60d6e2b2-8357-4380-9b77-2c4b9d9fc6b8 · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.209380Z

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Observation c45363bb-1725-427c-95da-0c9a3ea2b716 · outbound

This paper cites Improve Mathematical Reasoning in Language Models by Automated Process Supervision.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.212052Z

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Observation 1352d2a4-96dc-40f8-b34c-4790bfb18015 · outbound

This paper cites Making Large Language Models Better Reasoners with Step-Aware Verifier.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Making Large Language Models Better Reasoners with Step-Aware Verifier

Reference 85

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Observation 02fd27ff-8c44-4c2b-ba6e-5bb016739e1d · outbound

This paper cites An empirical analysis of compute-optimal inference for problem-solving with language models,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models An empirical analysis of compute-optimal inference for problem-solving with language models,

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.217670Z

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Observation e4b5ef6b-ffaa-40e9-8de9-4f232cb26193 · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 87

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Observation 2cae8d5f-4135-4923-bc17-5d42cee0e4d3 · outbound

This paper cites Dynamic programming and stochastic control processes,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Dynamic programming and stochastic control processes,

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.223250Z

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Observation f89b80f9-c662-4759-ae6b-f9a7c713db12 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Chain-of-thought prompting elicits reasoning in large language models,

Reference 89

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Observation 39672797-a393-4fc9-a70a-0f83732d6f1e · outbound

This paper cites Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.228486Z

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Observation a2ca418b-5482-445a-a33d-b10ff5ea8de7 · outbound

This paper cites Qwen2.5: A party of foundation models,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Qwen2.5: A party of foundation models,

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.231791Z

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Observation ac06e6c2-2968-4c6c-9a9b-bb0660368604 · outbound

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models DeepSeek-VL2: Mixture-of-Experts Vision-Language Models for Advanced Multimodal Understanding

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.234718Z

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Observation 531becb3-1767-4013-aa74-131cf861ce33 · outbound

This paper cites Visual instruction tuning,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Visual instruction tuning,

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.237901Z

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Observation 6aa9439b-c1e3-48fc-a7f6-7d03c5e71df0 · outbound

This paper cites Sigmoid loss for language image pre-training,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Sigmoid loss for language image pre-training,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.240685Z

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Observation 2f52e35c-5f34-4937-bc79-1a0115ca072e · outbound

This paper cites Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.243919Z

Source-reported events for the cited work

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Observation eb68c668-028c-4847-b115-9b70ec0b2552 · outbound

This paper cites Roformer: En- hanced transformer with rotary position embedding,.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Roformer: En- hanced transformer with rotary position embedding,

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.246864Z

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Observation 18f656ea-0aaf-4e33-936c-c30e23dae5ff · outbound

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DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models MHA-Net: Multipath hybrid attention network for building footprint extraction from high-resolution remote sensing im- agery,

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.249549Z

Source-reported events for the cited work

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Observation a1c15df1-44df-4760-8fd7-c7bc65460b6e · outbound

This paper cites Improving Transformers with Dynamically Composable Multi-Head Attention.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Improving Transformers with Dynamically Composable Multi-Head Attention

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.252282Z

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Observation f37ec339-0b23-4a03-bf5b-9a5ccd011380 · outbound

This paper cites Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.255004Z

Source-reported events for the cited work

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Observation a585dbb0-4ad6-4bb8-8d12-ddad2ac716d3 · outbound

This paper cites Fast Transformer Decoding: One Write-Head is All You Need.

DeepSeek: Paradigm Shifts and Technical Evolution in Large AI Models Fast Transformer Decoding: One Write-Head is All You Need

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T17:47:40.258067Z

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