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Paper Citation Record · LEDGER

DeepSeek-V3 Technical Report

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 100 inbound Pith citation observations for arXiv:2412.19437.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.19437 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 100 of 2454 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:51:31.843700Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-07-11T03:37:46.293270Z

Reference resolution

0 of 0 outbound references displayed

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  • verified fuzzy0
  • unresolved0
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  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation eae6b165-9978-48ce-95a0-02bc18353653 · inbound

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis cites this paper.

TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis DeepSeek-V3 Technical Report

Reference 55

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local_arxiv, observed 2026-05-23T19:45:47.153284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T19:45:39.130509Z digest=sha256:57604bbfd91bc5ddc979463ba12a5e30705a21c069963bb9fbb3ae61153b77bd

Observation ea390263-8236-488d-a20e-d93296c887ed · inbound

Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models cites this paper.

Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models DeepSeek-V3 Technical Report

Reference 9

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local_arxiv, observed 2026-05-18T02:48:44.972097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-18T02:48:44.900467Z digest=sha256:ad23524ec39332bcc88913c54c07b80d1da7a42453bab13218fa119a7cdb338c

Observation 46282825-feb2-4081-8fd5-c4cddec069c2 · inbound

VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs cites this paper.

VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs DeepSeek-V3 Technical Report

Reference 34

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source=arxiv_source observed=2026-08-12T18:51:31.843700Z digest=sha256:e4047f011b9e4ec92f996f673a9594a0f70f8185746dba5ea26834dd96310a3d

Observation 4d31cdbb-e251-4c58-be3a-59cccf0e8650 · inbound

ProSec: Fortifying Code LLMs with Proactive Security Alignment cites this paper.

ProSec: Fortifying Code LLMs with Proactive Security Alignment DeepSeek-V3 Technical Report

Reference 37

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source=arxiv_source observed=2026-08-12T17:10:55.508760Z digest=sha256:c7af0ff9323ad07b9f96177f23e8ed5ca95dc4e3853a6752d191b8a98ca9ee63

Observation 5328728b-8302-47b7-8681-5b26f7cb8a89 · inbound

InstCache: A Predictive Cache for LLM Serving cites this paper.

InstCache: A Predictive Cache for LLM Serving DeepSeek-V3 Technical Report

Reference 6

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source=pdf_text observed=2026-08-12T15:58:48.075969Z digest=sha256:bc7a84013cc457c9f91b110fd408fc0262fe020d1b7a0406de615d2191a742a1

Observation f076307c-d8c7-4411-9fb1-be9a7fdafffd · inbound

HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting cites this paper.

HiMoE: Heterogeneity-Informed Mixture-of-Experts for Fair Spatial-Temporal Forecasting DeepSeek-V3 Technical Report

Reference 26

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source=pdf_text observed=2026-08-12T05:35:51.662254Z digest=sha256:20dc19bf1222498361580604790bc8db4469bd2a57804f253b39682797a06eff

Observation 6da6fca4-b8d2-413c-bf2d-9bf59e5597b0 · inbound

A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls cites this paper.

A 2-step Framework for Automated Literary Translation Evaluation: Its Promises and Pitfalls DeepSeek-V3 Technical Report

Reference 12

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source=arxiv_source observed=2026-08-12T04:31:46.188692Z digest=sha256:61c209d30e10e4e2bb5e2fd99fac3de10585ee5485461e6a4f8e2ab7557123e7

Observation 4fe95007-a469-4ce0-9551-e537de44e732 · inbound

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation cites this paper.

OCR Hinders RAG: Evaluating the Cascading Impact of OCR on Retrieval-Augmented Generation DeepSeek-V3 Technical Report

Reference 28

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no resolver link, observed 2026-08-11T23:21:42.007108Z

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source=pdf_text observed=2026-08-11T23:21:42.007108Z digest=sha256:fe2e9210ecab2d02ae21ca8a8b1c47f2ad8895171c3cd8af07c4dbb7a9e0b0a2

Observation 55be5b6d-f7b9-47be-af5b-f31bfbce3f67 · inbound

Domain-Specific Translation with Open-Source Large Language Models: Resource-Oriented Analysis cites this paper.

Domain-Specific Translation with Open-Source Large Language Models: Resource-Oriented Analysis DeepSeek-V3 Technical Report

Reference 6

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no resolver link, observed 2026-08-11T20:19:51.176047Z

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source=arxiv_source observed=2026-08-11T20:19:51.176047Z digest=sha256:026d85552edeb398b90a0e7deb9c10f412572a21410682677a623cb69f50f77d

Observation 5b30cef5-bfb8-4b7f-9062-8ed75513b202 · inbound

Health-Informed Computing: Estimating and Addressing the Public Health Impact of Data Centers cites this paper.

Health-Informed Computing: Estimating and Addressing the Public Health Impact of Data Centers DeepSeek-V3 Technical Report

Reference 93

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local_arxiv, observed 2026-05-23T07:55:28.802466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T07:55:04.197907Z digest=sha256:c4e331c984f35dcc648f6175ac0a3e370573414a33ebaccfc22e778dc82bb5d4

Observation 67732f15-0c1c-4d61-b83f-d06d45f5ce78 · inbound

Health-Informed Computing: Estimating and Addressing the Public Health Impact of Data Centers cites this paper.

Health-Informed Computing: Estimating and Addressing the Public Health Impact of Data Centers DeepSeek-V3 Technical Report

Reference 93

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no resolver link, observed 2026-08-11T19:53:31.120126Z

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source=pdf_text observed=2026-08-11T19:53:31.120126Z digest=sha256:cb04ae226be2691ecd1cbb04240115d2df85fcb4d23a54c6897f3c9cf8bbff21

Observation 304a7ad2-6fba-4aaa-9302-ba376dbe45e0 · inbound

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework cites this paper.

Toward LLM-Agent-Based Modeling of Transportation Systems: A Conceptual Framework DeepSeek-V3 Technical Report

Reference 63

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source=arxiv_source observed=2026-08-11T19:28:54.330737Z digest=sha256:3e55fa46b7f0625751537dd2326d6944537dd3a07bc09171c1c0fcc3a610d5d2

Observation d1079219-1573-4a92-b259-054ff5840111 · inbound

7B Fully Open Source Moxin-LLM/VLM -- From Pretraining to GRPO-based Reinforcement Learning Enhancement cites this paper.

7B Fully Open Source Moxin-LLM/VLM -- From Pretraining to GRPO-based Reinforcement Learning Enhancement DeepSeek-V3 Technical Report

Reference 83

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no resolver link, observed 2026-08-11T20:27:18.301141Z

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source=pdf_text observed=2026-08-11T20:27:18.301141Z digest=sha256:549fe7db55aac3153cbd9eccec474a442354b70c4a774d654a826ae5b4aee936

Observation 9c3580c1-f681-44d6-90f2-fdd3999d35cd · inbound

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations cites this paper.

OmniDocBench: Benchmarking Diverse PDF Document Parsing with Comprehensive Annotations DeepSeek-V3 Technical Report

Reference 28

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no resolver link, observed 2026-08-11T18:41:26.600177Z

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source=pdf_text observed=2026-08-11T18:41:26.600177Z digest=sha256:2a6da2826b1bc8fe9130679dfa17e18152988a228aabf5fe493920bae5d3e94e

Observation 25af1cd3-2241-4ddf-83f9-57a9d2e5afca · inbound

Asking Again and Again: Exploring LLM Robustness to Repeated Questions cites this paper.

Asking Again and Again: Exploring LLM Robustness to Repeated Questions DeepSeek-V3 Technical Report

Reference 11

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no resolver link, observed 2026-08-11T18:28:56.012263Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-08-11T18:28:56.012263Z digest=sha256:5a1edf4c8c8c59f059ca3446cfa6d88a7c56b3eac173eef54bd18db2b28dbb89

Observation 85a6f3b5-85df-4b15-bc32-5338dd303f98 · inbound

Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model cites this paper.

Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model DeepSeek-V3 Technical Report

Reference 17

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no resolver link, observed 2026-08-11T17:25:31.420922Z

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source=arxiv_source observed=2026-08-11T17:25:31.420922Z digest=sha256:cb7945001556a58f8820af0ab131642b8e94e865d2465333a730bdc3b2b9af65

Observation 9c0ce407-7854-4028-951e-ebf097e256ab · inbound

Mr. DETR++: Instructive Multi-Route Training for Detection Transformers with Mixture-of-Experts cites this paper.

Mr. DETR++: Instructive Multi-Route Training for Detection Transformers with Mixture-of-Experts DeepSeek-V3 Technical Report

Reference 66

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no resolver link, observed 2026-08-11T16:33:54.716204Z

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source=pdf_text observed=2026-08-11T16:33:54.716204Z digest=sha256:2db2411ae8f4dd228bded8b2443c36664e877e0d998d1df0b7f3a6cb7a4634c1

Observation fc3d4699-2566-428d-98c4-3cee310b9c6f · inbound

How Private are Language Models in Abstractive Summarization? cites this paper.

How Private are Language Models in Abstractive Summarization? DeepSeek-V3 Technical Report

Reference 2012

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no resolver link, observed 2026-08-11T14:24:28.778723Z

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source=pdf_text observed=2026-08-11T14:24:28.778723Z digest=sha256:8f2a831665e05a9e9ec191206233a32004d3c4d1947a92d14115453850536054

Observation 23c79c42-8f28-4294-b24e-edb9a870f05a · inbound

Core Context Aware Transformers for Long Context Language Modeling cites this paper.

Core Context Aware Transformers for Long Context Language Modeling DeepSeek-V3 Technical Report

Reference 2019

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no resolver link, observed 2026-08-11T14:11:39.644086Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T14:11:39.644086Z digest=sha256:8eaabcd807367cce4c4c41a2fd5b350fec9b97aad5f6e23dd81b6daab8426758

Observation f571f914-c158-4d77-bf54-3a425daa95a5 · inbound

A Survey on Inference Optimization Techniques for Mixture of Experts Models cites this paper.

A Survey on Inference Optimization Techniques for Mixture of Experts Models DeepSeek-V3 Technical Report

Reference 31

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no resolver link, observed 2026-08-11T12:44:35.277153Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T12:44:35.277153Z digest=sha256:80ef268e12356f8f35e4d9b82330604745c005aaf41d6af415d9fc5e3283c4ac

Observation bcbba09f-2f6b-4799-935b-cd2e2531be45 · inbound

Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media cites this paper.

Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media DeepSeek-V3 Technical Report

Reference 26

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no resolver link, observed 2026-08-11T05:04:51.940367Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T05:04:51.940367Z digest=sha256:6eb41ccde57c36ed18d8a32231dbdaed5e2d9384eb2c27a0b6d47bf9a72eda2a

Observation 15bc84be-5671-4d28-8a77-668b9b38bd04 · inbound

Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism cites this paper.

Adaptive Batch Size Schedules for Distributed Training of Language Models with Data and Model Parallelism DeepSeek-V3 Technical Report

Reference 16

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no resolver link, observed 2026-08-10T23:08:26.574840Z

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source=pdf_text observed=2026-08-10T23:08:26.574840Z digest=sha256:14bb97bbd84aad99835243ed9b3324e0fb31e9313cf5c254ec4b66f1f20d2696

Observation d4a17d1c-134c-4890-8a18-fe7ce4f6fe74 · inbound

SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code cites this paper.

SPDZCoder: Combining Expert Knowledge with LLMs for Generating Privacy-Computing Code DeepSeek-V3 Technical Report

Reference 16

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no resolver link, observed 2026-08-10T22:57:16.890766Z

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source=pdf_text observed=2026-08-10T22:57:16.890766Z digest=sha256:48598cf90c7f2edc939aa53b9a7052cbfc0c0c55b4203d31d84e743baa111ff8

Observation 7bd7d569-e7fe-4cbb-b30f-d89553934dff · inbound

CaReBench: A Fine-Grained Benchmark for Video Captioning and Retrieval cites this paper.

CaReBench: A Fine-Grained Benchmark for Video Captioning and Retrieval DeepSeek-V3 Technical Report

Reference 8

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no resolver link, observed 2026-08-10T22:52:00.767804Z

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source=pdf_text observed=2026-08-10T22:52:00.767804Z digest=sha256:6973fc56c38d2769f4896a39c5a56309a5280cff093d36180d72c0f1af48b7ff

Observation 85505580-11c7-4304-a5d9-c1aa5d469ada · inbound

ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning cites this paper.

ValuesRAG: Enhancing Cultural Alignment Through Retrieval-Augmented Contextual Learning DeepSeek-V3 Technical Report

Reference 17

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source=arxiv_source observed=2026-08-10T22:41:15.174907Z digest=sha256:45bdf96ffedb00156d14959fb0ad7c00ee6e90349b8d56054cd0debccd4b74a5

Observation 52e1fbf3-6ca6-41fd-b332-1b5d4f98ee8a · inbound

The Race to Efficiency: A New Perspective on AI Scaling Laws cites this paper.

The Race to Efficiency: A New Perspective on AI Scaling Laws DeepSeek-V3 Technical Report

Reference 18

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source=pdf_text observed=2026-08-10T22:19:55.682063Z digest=sha256:80978279ae64e2f0170a345ec723afb636f07076d315e0adf131c14bc58641b5

Observation 5ff070ae-521e-49c7-9adb-57c5b802be34 · inbound

Can LLMs Ask Good Questions? cites this paper.

Can LLMs Ask Good Questions? DeepSeek-V3 Technical Report

Reference 4

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no resolver link, observed 2026-08-10T21:57:33.012498Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-10T21:57:33.012498Z digest=sha256:bf460908a35cdbce84e49498f6858780eb4c6de37dabdcc702040f05b1e4b137

Observation 12958c37-73dc-4faa-b3d5-964fa3e43f32 · inbound

CURing Large Models: Compression via CUR Decomposition cites this paper.

CURing Large Models: Compression via CUR Decomposition DeepSeek-V3 Technical Report

Reference 32

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no resolver link, observed 2026-08-10T21:46:30.872415Z

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source=arxiv_source observed=2026-08-10T21:46:30.872415Z digest=sha256:4c7b5932f4607e08ad9ce98032704940e26d28112d8a5aeaa18b14aa7e52dbf3

Observation 5751cac5-3ecf-476c-bdeb-718513c4ad81 · inbound

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding cites this paper.

LLaVA-Octopus: Unlocking Instruction-Driven Adaptive Projector Fusion for Video Understanding DeepSeek-V3 Technical Report

Reference 37

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verified exact
local_arxiv, observed 2026-05-23T06:02:37.317671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T06:01:00.775721Z digest=sha256:5ee324854d50d230f7bfa080cdb15c81c427109ec07a25852fe4b928d38c6f54

Observation d8a3cec9-c06d-4f1f-8f18-1d0aa2b3d7c1 · inbound

TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time cites this paper.

TiEBe: Tracking Language Model Recall of Notable Worldwide Events Through Time DeepSeek-V3 Technical Report

Reference 12

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no resolver link, observed 2026-08-10T20:43:45.363393Z

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source=pdf_text observed=2026-08-10T20:43:45.363393Z digest=sha256:a17213e01c1fd88530e9a6f99f4cc653b837495ffb7ed147a7c987713b8fd68a

Observation 0033d20c-6c9e-4382-a9e0-a84e4168f0fc · inbound

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory cites this paper.

CDS: Knowledge Component-Driven Data Synthesis Guided by Cognitive Diagnosis Theory DeepSeek-V3 Technical Report

Reference 18

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source=arxiv_source observed=2026-08-10T20:44:16.911696Z digest=sha256:dff1fd03b463529d4a384732e732f197034aeee9f1b63f894790f54ae565eaf7

Observation 5c32bcf4-9d58-4b2a-8a56-225864a7d8a6 · inbound

LLMic: Romanian Foundation Language Model cites this paper.

LLMic: Romanian Foundation Language Model DeepSeek-V3 Technical Report

Reference 21

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no resolver link, observed 2026-08-10T20:41:57.782233Z

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source=pdf_text observed=2026-08-10T20:41:57.782233Z digest=sha256:6e934919f134f6944f5fa8eaa5e98cdf1543a56480a6085e124ce367fb2a1c93

Observation 1e19283d-a70a-4efa-affa-08724f50f409 · inbound

Foundations of Large Language Models cites this paper.

Foundations of Large Language Models DeepSeek-V3 Technical Report

Reference 150

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source=arxiv_source observed=2026-08-10T20:14:59.010148Z digest=sha256:1e9a908b6fc6880e94717db63469f1e803d9d55278b8c1cdb2168c704260625d

Observation e990ceda-3eb0-4f31-905e-88d6eedbd3f2 · inbound

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators cites this paper.

Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators DeepSeek-V3 Technical Report

Reference 18

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no resolver link, observed 2026-08-10T20:03:00.255792Z

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source=arxiv_source observed=2026-08-10T20:03:00.255792Z digest=sha256:98c20894792a214918c8a0431476dc561199888ce8cd23a3b0b281b1bdd539ea

Observation 131930ce-7202-41cd-abb1-8f8ad6b1b823 · inbound

Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs cites this paper.

Is your LLM trapped in a Mental Set? Investigative study on how mental sets affect the reasoning capabilities of LLMs DeepSeek-V3 Technical Report

Reference 14

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no resolver link, observed 2026-08-10T17:51:06.951937Z

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source=arxiv_source observed=2026-08-10T17:51:06.951937Z digest=sha256:b1a974a65bbb2e3a982939b6ff683ee4895c2ba94d8377e84da4209f61d68993

Observation 65300832-b983-49f9-902b-c3d9cfb7fc64 · inbound

FinSphere, a Real-Time Stock Analysis Agent Powered by Instruction-Tuned LLMs and Domain Tools cites this paper.

FinSphere, a Real-Time Stock Analysis Agent Powered by Instruction-Tuned LLMs and Domain Tools DeepSeek-V3 Technical Report

Reference 10

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no resolver link, observed 2026-08-10T21:41:21.630869Z

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source=pdf_text observed=2026-08-10T21:41:21.630869Z digest=sha256:6a48e56dd54fe0cb9ddf2e622608f5b6749e5f58af1199255217f1c4e2c617b8

Observation 076187a3-1f86-441b-82d2-b6145164ea09 · inbound

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding cites this paper.

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding DeepSeek-V3 Technical Report

Reference 6

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verified exact
local_arxiv, observed 2026-05-11T01:19:59.863169Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-11T01:19:59.603343Z digest=sha256:0cdf9746e8e229d1f1682870b16949321ccd7329949e88a724426130f0b0dd72

Observation 2c7e6ccd-4b61-40ba-a0dc-12f0e0b1ae21 · inbound

Can Large Language Models Understand Preferences in Personalized Recommendation? cites this paper.

Can Large Language Models Understand Preferences in Personalized Recommendation? DeepSeek-V3 Technical Report

Reference 25

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source=arxiv_source observed=2026-08-10T16:17:33.624581Z digest=sha256:05f774cff611493d836452d22caae9ba6b95eec7e212b3a5dd535d74cb7d0c2f

Observation e4fe04df-b524-43c0-831e-09432397544d · inbound

VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework cites this paper.

VulnBot: Autonomous Penetration Testing for A Multi-Agent Collaborative Framework DeepSeek-V3 Technical Report

Reference 35

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source=pdf_text observed=2026-08-10T16:13:36.185222Z digest=sha256:71c3c6df70c7b2447739e49b2d6c3d0eada5749254a5167bccf9d813f2fdce6c

Observation e7531074-dbdf-4d2c-a97b-48e9c4b45065 · inbound

Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models cites this paper.

Softplus Attention with Re-weighting Boosts Length Extrapolation in Large Language Models DeepSeek-V3 Technical Report

Reference 42

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source=arxiv_source observed=2026-08-10T16:15:39.456266Z digest=sha256:f502a34899a5775ac2ff8995e704c0622158b4ec42e469e447f9197483520599

Observation 43dcfc53-45c4-46d8-8420-0dbad8405940 · inbound

Pseudocode-Injection Magic: Enabling LLMs to Tackle Graph Computational Tasks cites this paper.

Pseudocode-Injection Magic: Enabling LLMs to Tackle Graph Computational Tasks DeepSeek-V3 Technical Report

Reference 10

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source=arxiv_source observed=2026-08-10T15:42:43.984481Z digest=sha256:46260fbf3fb7b1e81ff6d87bcfa9e12c74f56d2571efd8ba6e19bc14810159cd

Observation eb6a7ce0-06db-468e-a011-4adb987d3888 · inbound

Multi-Grained Patch Training for Efficient LLM-based Recommendation cites this paper.

Multi-Grained Patch Training for Efficient LLM-based Recommendation DeepSeek-V3 Technical Report

Reference 5

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source=pdf_text observed=2026-08-10T14:41:39.156151Z digest=sha256:ed67cec22a20270c98175fc45ad151c6a252d46f958cad0bff29769c8503b14f

Observation 5a307099-4009-4049-87bb-7248b4f65b60 · inbound

STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection cites this paper.

STATE ToxiCN: A Benchmark for Span-level Target-Aware Toxicity Extraction in Chinese Hate Speech Detection DeepSeek-V3 Technical Report

Reference 9

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source=pdf_text observed=2026-08-10T14:21:24.232256Z digest=sha256:0ee5983ccbb860dce3f45753e8957e957d8ba802e3ee02a97d1615f0496e24e7

Observation b6b41f06-ddc8-4565-a88e-1901afc1a1ee · inbound

CITYWALK: Enhancing LLM-Based C++ Unit Test Generation via Project-Dependency Awareness and Language-Specific Knowledge cites this paper.

CITYWALK: Enhancing LLM-Based C++ Unit Test Generation via Project-Dependency Awareness and Language-Specific Knowledge DeepSeek-V3 Technical Report

Reference 10

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source=pdf_text observed=2026-08-10T13:45:09.687618Z digest=sha256:5bc7214968c69979680de71915987bd6af1c7ac614a2a405697e0d5faa3bfd14

Observation 311c7064-6913-4931-ae11-e5609d423d40 · inbound

Towards Frontier Safety Policies Plus cites this paper.

Towards Frontier Safety Policies Plus DeepSeek-V3 Technical Report

Reference 6

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source=pdf_text observed=2026-08-10T12:52:08.915129Z digest=sha256:2779585e67e0e6442b47a9fc7d23f4ba528478012cf3784cd7a3f510c95af339

Observation 3fabc616-ec12-468f-a680-0e53ab9c3810 · inbound

Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems cites this paper.

Few-Shot Optimized Framework for Hallucination Detection in Resource-Limited NLP Systems DeepSeek-V3 Technical Report

Reference 1

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source=pdf_text observed=2026-08-10T11:55:54.605909Z digest=sha256:572f9151b2ba8e31727725023eb3396753c3966da2f9ad42f4ae1a5ec4161468

Observation a92c7303-5d98-45d0-838c-5856cb7e068f · inbound

Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling cites this paper.

Over-Tokenized Transformer: Vocabulary is Generally Worth Scaling DeepSeek-V3 Technical Report

Reference 7

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source=arxiv_source observed=2026-08-10T05:28:04.785484Z digest=sha256:a6ae08a1ff178565cb1de055c0526916dd19eab95d4c3970503d74c528cae653

Observation f7132edd-9506-474e-a247-546d6150db42 · inbound

Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch cites this paper.

Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch DeepSeek-V3 Technical Report

Reference 8

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source=pdf_text observed=2026-08-09T23:17:19.720712Z digest=sha256:748353f7245f5f6652d93e84b2233956dd0fb425a21e4c53404a299804199893

Observation c9b73896-490b-4114-bf22-b89138d1044d · inbound

Efficient Reasoning with Hidden Thinking cites this paper.

Efficient Reasoning with Hidden Thinking DeepSeek-V3 Technical Report

Reference 15

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local_arxiv, observed 2026-05-23T04:47:33.618476Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T04:45:38.608009Z digest=sha256:0500916deda3b43070c6c6ec96995136b5becf0072416778c714fdc3c4ff7291

Observation e80ed96b-742e-4a51-9e74-7e215efa2225 · inbound

Token-Level Entropy Reveals Demographic Disparities in Large Language Models cites this paper.

Token-Level Entropy Reveals Demographic Disparities in Large Language Models DeepSeek-V3 Technical Report

Reference 7

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source=arxiv_source observed=2026-08-09T20:34:09.120975Z digest=sha256:de8688fd21db372ae4091510b1854937ffe1a05dc3e4f84311fe88d7ed2473b4

Observation fa7dafaf-4d6b-46be-baf8-2b81dce23543 · inbound

Sigmoid Self-Attention has Lower Sample Complexity than Softmax Self-Attention: A Mixture-of-Experts Perspective cites this paper.

Sigmoid Self-Attention has Lower Sample Complexity than Softmax Self-Attention: A Mixture-of-Experts Perspective DeepSeek-V3 Technical Report

Reference 12

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source=pdf_text observed=2026-08-09T19:40:09.950221Z digest=sha256:90f8e16d0c4021f9b96b345bee7aaf79953e8d70414f62c8b7727d1fbea3fcaa

Observation e8b3f769-5d16-49d0-8aba-b3a01f2205fa · inbound

Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation cites this paper.

Video Latent Flow Matching: Optimal Polynomial Projections for Video Interpolation and Extrapolation DeepSeek-V3 Technical Report

Reference 49

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source=pdf_text observed=2026-08-09T18:51:12.535773Z digest=sha256:dc03b02b4a3dd064c2ac9656c9d76eeb1a5448bdb774f6ef966ae2e85c4f8533

Observation 1b734057-3f44-4891-af51-ce931e65f5ac · inbound

Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs cites this paper.

Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs DeepSeek-V3 Technical Report

Reference 21

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source=arxiv_source observed=2026-08-09T18:02:12.410562Z digest=sha256:fae273656eb38450a6da5b18490b40b9940f7227ddcd1a25d1f3df274f1fd49f

Observation e40b0cc7-4855-4ceb-8b2e-62c105ff3c4c · inbound

An Inquiry into Datacenter TCO for LLM Inference with FP8 cites this paper.

An Inquiry into Datacenter TCO for LLM Inference with FP8 DeepSeek-V3 Technical Report

Reference 17

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source=pdf_text observed=2026-08-09T16:47:23.542920Z digest=sha256:1ebcd2cad18c4ddee788cf4eeeebaa6e86453af6671e19c73aa460bc418e8960

Observation e19a04e7-8d86-4d17-8419-f2bd12ee4e85 · inbound

Large Language Model-Enhanced Multi-Armed Bandits cites this paper.

Large Language Model-Enhanced Multi-Armed Bandits DeepSeek-V3 Technical Report

Reference 12

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source=pdf_text observed=2026-08-09T16:35:28.422266Z digest=sha256:604b1685f8c4fa793b81a6741da980813480d253f6ed98479da7cac4f5466fa7

Observation 88f2dfbc-6ae2-4a65-9cad-c4611684a46a · inbound

On Almost Surely Safe Alignment of Large Language Models at Inference-Time cites this paper.

On Almost Surely Safe Alignment of Large Language Models at Inference-Time DeepSeek-V3 Technical Report

Reference 124

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no resolver link, observed 2026-08-09T16:18:41.078851Z

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source=pdf_text observed=2026-08-09T16:18:41.078851Z digest=sha256:ba8d4cd88db693d804eca80ebe8093ec609ee848cbfb94d803d7a39499f26189

Observation 9cda63fa-7b6c-4bb5-9f13-9021b92ca758 · inbound

OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology cites this paper.

OphthBench: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Ophthalmology DeepSeek-V3 Technical Report

Reference 67

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source=pdf_text observed=2026-08-09T16:10:24.939025Z digest=sha256:2b8fc5c9bba5a594ee85c0ce89f51baaf13b1e88a0cc5f796724bf6da68b4411

Observation 7a6945d2-7741-406e-9ba6-183fb5576d04 · inbound

What is a Number, That a Large Language Model May Know It? cites this paper.

What is a Number, That a Large Language Model May Know It? DeepSeek-V3 Technical Report

Reference 1966

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source=pdf_text observed=2026-08-09T15:05:03.746335Z digest=sha256:0c422a1cca6a16ca9a6b002110bbfcd8307dad0b4b5b2e682664ebacf77d5f4e

Observation 48bfff0f-49b9-468d-981c-56d669518c22 · inbound

Fast Large Language Model Collaborative Decoding via Speculation cites this paper.

Fast Large Language Model Collaborative Decoding via Speculation DeepSeek-V3 Technical Report

Reference 24

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source=arxiv_source observed=2026-08-09T19:34:42.831914Z digest=sha256:d94237bd92101c382a75154a657cf03a2cd1d99d05fcdbb5a12aeba12a75e87f

Observation 5292182d-541b-4b05-ad58-94f2257098e7 · inbound

Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression cites this paper.

Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression DeepSeek-V3 Technical Report

Reference 22

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local_arxiv, observed 2026-05-23T04:17:31.146691Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T04:15:36.906263Z digest=sha256:9724142cd2dbd396706cc947c9923626bdb1c56fe0b4c64e5f2a7dab204403a5

Observation c972d878-e692-4cd8-b891-31ea59d79358 · inbound

Brief analysis of DeepSeek R1 and its implications for Generative AI cites this paper.

Brief analysis of DeepSeek R1 and its implications for Generative AI DeepSeek-V3 Technical Report

Reference 2

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source=pdf_text observed=2026-08-09T11:53:29.353746Z digest=sha256:2d6b74cf5e22e5d8a5dc9ccebf372ed052e8c8d97939f6aa80cbd140cd57b228

Observation 380e2e34-d2b9-4b37-8a5c-2a7648de7c00 · inbound

On Teacher Hacking in Language Model Distillation cites this paper.

On Teacher Hacking in Language Model Distillation DeepSeek-V3 Technical Report

Reference 13

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source=pdf_text observed=2026-08-09T11:34:57.012110Z digest=sha256:e328534d80e161a5164cb0a1be29294f880f5f739bb26026667e92408c6f5e81

Observation 1452674c-96c5-456b-998f-a4fc73d4b3f0 · inbound

Distributional Statistics Restore Training Data Auditability in One-step Distilled Diffusion Models cites this paper.

Distributional Statistics Restore Training Data Auditability in One-step Distilled Diffusion Models DeepSeek-V3 Technical Report

Reference 5

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local_arxiv, observed 2026-05-23T04:32:34.085554Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T04:27:59.317818Z digest=sha256:876dee9a80ac930515211eea2e5e6edb0e92403b7b14e9de9651769290a12115

Observation 36a506c9-99ec-41e2-bd38-4364cce233ab · inbound

Scalable In-Context Learning on Tabular Data via Retrieval-Augmented Large Language Models cites this paper.

Scalable In-Context Learning on Tabular Data via Retrieval-Augmented Large Language Models DeepSeek-V3 Technical Report

Reference 2024

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source=pdf_text observed=2026-08-09T05:48:07.656856Z digest=sha256:009cf6241631cb09744330dbe0e68f36ffd0dcb66e05476d8ea9bc2deba8a5f5

Observation 82bdb3d6-3b3f-4600-ab45-79296c2a0103 · inbound

Do Large Language Model Benchmarks Test Reliability? cites this paper.

Do Large Language Model Benchmarks Test Reliability? DeepSeek-V3 Technical Report

Reference 6

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source=pdf_text observed=2026-08-09T04:45:34.586462Z digest=sha256:8a699a2e4f28ceb9e67fbf80b6dd4f0823fe844ea6cf8235a29cd26ce2f9a02f

Observation 9d14c827-305c-4ec8-827a-3e4a1f7c6089 · inbound

It's All in The [MASK]: Simple Instruction-Tuning Enables BERT-like Masked Language Models As Generative Classifiers cites this paper.

It's All in The [MASK]: Simple Instruction-Tuning Enables BERT-like Masked Language Models As Generative Classifiers DeepSeek-V3 Technical Report

Reference 23

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source=pdf_text observed=2026-08-09T00:49:12.156833Z digest=sha256:d4c67adcc04bf0cfe6173471bc81b0629589b16cefeab3f8be89570e89ee57db

Observation 8a13cc3b-5db4-4ec4-b93c-0049e19c9991 · inbound

Large Language Models for Multi-Robot Systems: A Survey cites this paper.

Large Language Models for Multi-Robot Systems: A Survey DeepSeek-V3 Technical Report

Reference 70

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local_arxiv, observed 2026-05-23T04:32:32.164101Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T04:32:05.138744Z digest=sha256:9d6eeebb7ef23148b84d673c769a777dfb58a803a320e4a50d344d09f78be3ea

Observation 46a23293-397f-4d7f-b03c-1a76ad22cb29 · inbound

InfiniteHBD: Building Datacenter-Scale High-Bandwidth Domain for LLM with Optical Circuit Switching Transceivers cites this paper.

InfiniteHBD: Building Datacenter-Scale High-Bandwidth Domain for LLM with Optical Circuit Switching Transceivers DeepSeek-V3 Technical Report

Reference 12

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source=pdf_text observed=2026-08-09T00:27:31.075403Z digest=sha256:79c6de28096e61ca2300729b608faf3357f7c5ffa3de45217a5a1b1c3f81e89f

Observation cab062a9-d0c5-4ae0-b7d7-ee1707ce529c · inbound

Quantification of Biodiversity from Historical Survey Text with LLM-based Best-Worst Scaling cites this paper.

Quantification of Biodiversity from Historical Survey Text with LLM-based Best-Worst Scaling DeepSeek-V3 Technical Report

Reference 20

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source=arxiv_source observed=2026-08-08T23:52:33.684187Z digest=sha256:ace4f6e4633f30b1deead83fac58ec32e528e5820fd915b3b64943c91616ed14

Observation 9538a13a-9d2b-4ddf-8226-c174c3ddb07c · inbound

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation cites this paper.

MRAMG-Bench: A Comprehensive Benchmark for Advancing Multimodal Retrieval-Augmented Multimodal Generation DeepSeek-V3 Technical Report

Reference 22

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source=pdf_text observed=2026-08-08T23:20:01.057079Z digest=sha256:1f18d0390b966819eb0fc9b8f29b6ea610836f0c73c7b11c54e88762f1841eb7

Observation 9182281b-7a15-4fd4-9b4f-7ffc17c828cd · inbound

ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization cites this paper.

ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization DeepSeek-V3 Technical Report

Reference 20

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source=pdf_text observed=2026-08-08T22:57:12.708501Z digest=sha256:4e37acd54d7959182d8f8a222951f69cfe1481e9842ac128c22f48675698187d

Observation 61edb299-0ff9-4818-b055-d01619502b46 · inbound

Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives cites this paper.

Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives DeepSeek-V3 Technical Report

Reference 50

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source=arxiv_source observed=2026-08-09T11:29:21.207722Z digest=sha256:7564d0f064a7d9929b4cd6973e89d3930316863f079ca2ebebcdbf24990518d6

Observation 7d20637e-1d00-4009-a74c-95afaac33a48 · inbound

An Analysis for Reasoning Bias of Language Models with Small Initialization cites this paper.

An Analysis for Reasoning Bias of Language Models with Small Initialization DeepSeek-V3 Technical Report

Reference 23

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source=arxiv_source observed=2026-08-09T05:28:51.575637Z digest=sha256:0de5d07dd6be8eddf3fba9372ab442c832dea1bf55caf58b39d7b853a646ab98

Observation 21117b2c-ec02-4c3c-b4c4-9cd800c9a037 · inbound

Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis cites this paper.

Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis DeepSeek-V3 Technical Report

Reference 4

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local_arxiv, observed 2026-05-23T04:12:31.120576Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T04:08:29.089438Z digest=sha256:5441e142381fd7902ee6ac0b387dc9e0d363cfaddd74503e5d74abc7ba6421ce

Observation c04a9a4f-0fa6-42ba-ade7-812b9f983853 · inbound

TruthFlow: Truthful LLM Generation via Representation Flow Correction cites this paper.

TruthFlow: Truthful LLM Generation via Representation Flow Correction DeepSeek-V3 Technical Report

Reference 36

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source=arxiv_source observed=2026-08-08T22:23:28.265727Z digest=sha256:89beb579cf768bc1480651821eade78b1b80fa6b69b2868f5b59abe90e200f09

Observation 5631c1a8-bae6-4087-b558-1f239ac15b86 · inbound

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools cites this paper.

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools DeepSeek-V3 Technical Report

Reference 10

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source=arxiv_source observed=2026-08-08T22:03:46.410664Z digest=sha256:42513a0d3b3792d49ca968097dbd1a7e08c92322881711477d6de1b64b53f7b0

Observation 0060660f-055c-4f78-97b3-65748da08df3 · inbound

Improving Language Models with Intentional Analysis cites this paper.

Improving Language Models with Intentional Analysis DeepSeek-V3 Technical Report

Reference 5

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local_arxiv, observed 2026-05-23T03:45:21.601506Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-23T03:44:33.625252Z digest=sha256:0b24b260b65909d3720b840b1dc7fae1e24279b19793fcb7ce21f02833bc2a2d

Observation 7d5c5bf9-f9db-43e4-9c49-9eaaaac4dd13 · inbound

A Lightweight Method to Disrupt Memorized Sequences in LLM cites this paper.

A Lightweight Method to Disrupt Memorized Sequences in LLM DeepSeek-V3 Technical Report

Reference 41

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source=arxiv_source observed=2026-08-08T20:08:57.409176Z digest=sha256:564bcdc27657b35c09bf44f3890e4cb6604bab701efe7eaa42d82f024450b9f2

Observation 78436f21-3456-4ef8-8f60-8fdb75e71b35 · inbound

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach cites this paper.

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach DeepSeek-V3 Technical Report

Reference 44

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local_arxiv, observed 2026-05-12T15:39:41.101561Z

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=arxiv_source observed=2026-05-12T15:39:40.845703Z digest=sha256:7b729c08f15687975ce77589376c68e1b99d0a092b70512b99d86f7860628465

Observation 9c8615e4-4928-469f-9789-693ae3ba9c8d · inbound

XiHeFusion: Harnessing Large Language Models for Science Communication in Nuclear Fusion cites this paper.

XiHeFusion: Harnessing Large Language Models for Science Communication in Nuclear Fusion DeepSeek-V3 Technical Report

Reference 2024

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source=pdf_text observed=2026-08-08T18:39:26.685425Z digest=sha256:5009f902ecd42a18299a4bbbc2e6a743c2bfaa3c1d6fb188d31c2492de5edb60

Observation 0ebbc5bc-b4bd-4e9f-b7c8-538b129b2a3b · inbound

PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient Conflicts cites this paper.

PiKE: Adaptive Data Mixing for Large-Scale Multi-Task Learning Under Low Gradient Conflicts DeepSeek-V3 Technical Report

Reference 34

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source=pdf_text observed=2026-08-08T16:20:38.261204Z digest=sha256:0d98311d0a062d9a727327b931f0b7e3c331fbcd6631c1a5f54fd8a65fea906c

Observation a3c27fc1-d4d8-479c-a20d-02eba64c8274 · inbound

Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments cites this paper.

Efficient Scientific Full Text Classification: The Case of EICAT Impact Assessments DeepSeek-V3 Technical Report

Reference 14

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source=arxiv_source observed=2026-08-08T15:08:34.749990Z digest=sha256:d74de3a1fcb99a91cf7a0e9787f844a06a5a7adb63a2ae451d3f6d3586dddae3

Observation 63663d68-cd9d-4c9c-8be3-f41ef5f6488c · inbound

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM cites this paper.

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM DeepSeek-V3 Technical Report

Reference 2023

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source=pdf_text observed=2026-08-08T15:05:14.698193Z digest=sha256:9b304171c7757bb4e8b228a7b03f95beaf58355eb9fe925b59f50a7aa3571365

Observation 292779e5-b639-4409-a57b-e2699deb09de · inbound

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning cites this paper.

Exploring the Limit of Outcome Reward for Learning Mathematical Reasoning DeepSeek-V3 Technical Report

Reference 14

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source=pdf_text observed=2026-08-08T14:27:50.997289Z digest=sha256:7c253cdce0f6bb657cd76e1853cb2f02a7ba3dd278178cdad1d2a0fb33b9283b

Observation fd0b7c91-341b-4bd7-b841-e62f05ec2dd8 · inbound

Diffusion Instruction Tuning cites this paper.

Diffusion Instruction Tuning DeepSeek-V3 Technical Report

Reference 8

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source=pdf_text observed=2026-08-09T11:20:02.854961Z digest=sha256:b5417a0cfdac0bec51c75e74f7f817deee49c6474124a265bec454bafc6f0af1

Observation ae10fe3c-79cc-4918-87e7-aa4bc051ff88 · inbound

TorchResist: Open-Source Differentiable Resist Simulator cites this paper.

TorchResist: Open-Source Differentiable Resist Simulator DeepSeek-V3 Technical Report

Reference 1

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source=pdf_text observed=2026-08-09T00:46:59.289400Z digest=sha256:d507675acb1e1bd412fd61ca7741121bd5f61bf2c982c7f04759635182e2f39d

Observation bb3e6816-1878-451c-8c04-f8f4646b7cda · inbound

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models cites this paper.

BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models DeepSeek-V3 Technical Report

Reference 2024

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source=pdf_text observed=2026-08-08T13:07:22.479919Z digest=sha256:2b86a6b6e8695641154674922d4f7366a26279248dca394ebdc221ae7c64cdea

Observation 84e747ee-853e-4173-a2ac-7ac7671c35ab · inbound

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems cites this paper.

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems DeepSeek-V3 Technical Report

Reference 23

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source=arxiv_source observed=2026-08-08T13:08:22.723607Z digest=sha256:3bee0033144353ca58ed62c5fb97798f071f2119e7e133463f6ac348b5531388

Observation 555fb950-d288-47cd-a5bc-05525f05a5f0 · inbound

FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents cites this paper.

FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents DeepSeek-V3 Technical Report

Reference 2024

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source=pdf_text observed=2026-08-08T12:59:23.323090Z digest=sha256:775e946225271014654432c9ad168aa4b2b4a125f075ae79457fee7efe1ac54c

Observation 6a81e1ff-3720-4148-92a2-2297c984b8c5 · inbound

Nature Language Model: Deciphering the Language of Nature for Scientific Discovery cites this paper.

Nature Language Model: Deciphering the Language of Nature for Scientific Discovery DeepSeek-V3 Technical Report

Reference 11

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source=pdf_text observed=2026-08-08T12:31:51.949280Z digest=sha256:13ffe8fbe43809b60624acd5214142e46791130f92a28b67c269e4078b2379e2

Observation 7f709682-02b2-49d6-829d-af86e7374b5a · inbound

PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference cites this paper.

PIM Is All You Need: A CXL-Enabled GPU-Free System for Large Language Model Inference DeepSeek-V3 Technical Report

Reference 64

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source=pdf_text observed=2026-08-08T12:19:43.109950Z digest=sha256:7f6298b59a2767fccf9af46a31a7bfa074c7b7422d2f3cae37802d8ed241f047

Observation 252bd5cf-8d13-49d8-ace9-9794637aebda · inbound

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving cites this paper.

Goedel-Prover: A Frontier Model for Open-Source Automated Theorem Proving DeepSeek-V3 Technical Report

Reference 10

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source=pdf_text observed=2026-08-08T12:07:05.005543Z digest=sha256:5005b7f1996ced32c6614f4c4f35d0348e44f9b30f73217250cd68e1baf72819

Observation 6790b94a-e77b-4cc6-8242-1cb83a8ab86e · inbound

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming cites this paper.

Automatic Robot Task Planning by Integrating Large Language Model with Genetic Programming DeepSeek-V3 Technical Report

Reference 31

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source=pdf_text observed=2026-08-08T11:40:22.629463Z digest=sha256:9ba803ffb54d3f536845dae3ea793d9a344e49494c9af4c3fb64afc5640a96d0

Observation 09d9dc3f-e77c-4f6f-b7a9-556239caeadf · inbound

Memory Analysis on the Training Course of DeepSeek Models cites this paper.

Memory Analysis on the Training Course of DeepSeek Models DeepSeek-V3 Technical Report

Reference 1

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source=pdf_text observed=2026-08-08T12:59:38.681544Z digest=sha256:7c6d16f0b63e9312bacb11b5cc1835726b79584c5da66b9c931362bd195fc08e

Observation 5b88a6ef-0185-4862-bd57-22afcac7d2fe · inbound

TransMLA: Multi-Head Latent Attention Is All You Need cites this paper.

TransMLA: Multi-Head Latent Attention Is All You Need DeepSeek-V3 Technical Report

Reference 7

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source=arxiv_source observed=2026-08-08T11:48:01.102517Z digest=sha256:700c40b01356afbd2b922d87d1ba5aeb0c3050bd7e359273cd6edf3544eac126

Observation 8d364605-829e-46e2-a240-aea2647b6864 · inbound

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance cites this paper.

Fino1: On the Transferability of Reasoning-Enhanced LLMs and Reinforcement Learning to Finance DeepSeek-V3 Technical Report

Reference 17

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source=pdf_text observed=2026-08-08T10:25:12.998707Z digest=sha256:21f1d88fd07eddc823f167802ea5df29978a926acc8459e15856a6473669b841

Observation 2786401a-3b35-43b9-adb6-26099075eb8a · inbound

LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits cites this paper.

LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits DeepSeek-V3 Technical Report

Reference 25

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source=pdf_text observed=2026-08-08T10:26:45.463846Z digest=sha256:ef39e6a0293bafcc74676370ee4710eccb713e5b5992dd4a8f290d5d39fb294d

Observation ffbf2ab4-f552-4b1e-a991-c0f243eba732 · inbound

Improving Existing Optimization Algorithms with LLMs cites this paper.

Improving Existing Optimization Algorithms with LLMs DeepSeek-V3 Technical Report

Reference 9

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source=pdf_text observed=2026-08-08T05:44:10.185662Z digest=sha256:3ab742ae8b825c24a2c192c02e33cea6f06eb9755da456547380edf28a5404d5

Observation 4ff52adb-7b33-43e9-ba3a-54abf805112c · inbound

IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance cites this paper.

IssueBench: Millions of Realistic Prompts for Measuring Issue Bias in LLM Writing Assistance DeepSeek-V3 Technical Report

Reference 24

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source=arxiv_source observed=2026-08-08T05:20:20.492413Z digest=sha256:5fa0511bf3ea30717a77d1c4029f277d81d06add70399b190631ebd560501a26

Observation 6995f843-6bb6-462c-93e1-aff7e85b49e4 · inbound

LLM Pretraining with Continuous Concepts cites this paper.

LLM Pretraining with Continuous Concepts DeepSeek-V3 Technical Report

Reference 5

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source=pdf_text observed=2026-08-08T04:54:39.280782Z digest=sha256:cbdb04c652e2d669d8ce5fe74f8d87be7532feaa3109ccabbd510f28d0fb0700