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Paper Citation Record · LEDGER

Data Interpreter: An LLM Agent For Data Science

As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 57 inbound Pith citation observations for arXiv:2402.18679.

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

pith.paper-citation-record.v1
2402.18679 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 57 of 57 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 57 of 57 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:56:01.969899Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

11
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 3c999524-6cff-4157-bea0-91c09b32f581 · inbound

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework cites this paper.

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework Data Interpreter: An LLM Agent For Data Science

Reference 26

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arxiv_id, observed 2026-05-11T03:43:18.914952Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-11T03:43:18.632292Z digest=sha256:aff5a70555e9f989a5f76e85bd25fa40e06406df346a1fad40d9e096fd75b14e

Observation 19b60b39-8afc-45bc-9985-51f6d85f7885 · inbound

A Survey on Human-Centric LLMs cites this paper.

A Survey on Human-Centric LLMs Data Interpreter: An LLM Agent For Data Science

Reference 93

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source=pdf_text observed=2026-08-12T16:42:08.140328Z digest=sha256:cc6cd0ee03c16e314e02d6c5ce5f72e0836ed9b9f325a303f2ac8d2165ac9e89

Observation 57f1a146-c72e-46e8-a745-8d19eb9d5ccb · inbound

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions cites this paper.

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions Data Interpreter: An LLM Agent For Data Science

Reference 16

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source=pdf_text observed=2026-08-12T15:12:03.316584Z digest=sha256:48cbf92e8fa7bc0477a35575906d37442adfc9e99a412aa39f77ea535baaf667

Observation 9caddf86-c97b-47da-adba-9680eae5b110 · inbound

DataLab: A Unified Platform for LLM-Powered Business Intelligence cites this paper.

DataLab: A Unified Platform for LLM-Powered Business Intelligence Data Interpreter: An LLM Agent For Data Science

Reference 9

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source=pdf_text observed=2026-08-11T23:49:05.062613Z digest=sha256:6e5f038fce7917197fe20cd35cea128247ed7c1fac75d01865d7a8e45493c526

Observation f1353953-b785-4391-8790-f408b6f98f8f · inbound

Applied Statistics in the Era of Artificial Intelligence: A Review and Vision cites this paper.

Applied Statistics in the Era of Artificial Intelligence: A Review and Vision Data Interpreter: An LLM Agent For Data Science

Reference 29

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source=arxiv_source observed=2026-08-11T16:10:34.494974Z digest=sha256:04fd38611ce1b354703c220b949e60c60c6b5960b4a1c67f988d30065ae6593b

Observation f2de4b07-d202-468d-9422-c16c4e373163 · inbound

Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling cites this paper.

Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling Data Interpreter: An LLM Agent For Data Science

Reference 18

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source=arxiv_source observed=2026-08-11T11:58:08.058046Z digest=sha256:2488135e43779a874af831b24d384b9af8574f2e09014ad6b64adac5c174748e

Observation 1444493e-9a60-492f-accc-81732b89b654 · inbound

Flow: Modularized Agentic Workflow Automation cites this paper.

Flow: Modularized Agentic Workflow Automation Data Interpreter: An LLM Agent For Data Science

Reference 7

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source=pdf_text observed=2026-08-10T20:37:40.376119Z digest=sha256:51c02f08ac57480697308dfbae29d09ed085927502a86d54bf0c5e7967812d90

Observation ab4548c0-9e96-4ba4-9075-15249b6c2db6 · inbound

SOP-Agent: Empower General Purpose AI Agent with Domain-Specific SOPs cites this paper.

SOP-Agent: Empower General Purpose AI Agent with Domain-Specific SOPs Data Interpreter: An LLM Agent For Data Science

Reference 19

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source=arxiv_source observed=2026-08-10T20:11:48.540825Z digest=sha256:9f030d9e2173296d3e48569e1cc2e93a0a9474ae58451b3bf2bffc809f6ca7c8

Observation ea5bb562-4c13-4f38-bcfe-5e5269b833dc · inbound

GPT-HTree: A Decision Tree Framework Integrating Hierarchical Clustering and Large Language Models for Explainable Classification cites this paper.

GPT-HTree: A Decision Tree Framework Integrating Hierarchical Clustering and Large Language Models for Explainable Classification Data Interpreter: An LLM Agent For Data Science

Reference 27

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source=pdf_text observed=2026-08-10T15:43:24.618102Z digest=sha256:4a15cb18c1bcff21c2be7374ba228b530f71ba51b189a93d5c54df26b0244036

Observation e76ab0b6-bb3b-42d9-b733-a69bf51c6c49 · inbound

CoddLLM: Empowering Large Language Models for Data Analytics cites this paper.

CoddLLM: Empowering Large Language Models for Data Analytics Data Interpreter: An LLM Agent For Data Science

Reference 19

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source=pdf_text observed=2026-08-09T19:30:38.396029Z digest=sha256:23b5de84778ca8c39bee0c5fdafa856cf002b5c5c61306b9b652a3d0c4935beb

Observation 523419a9-71b1-49a0-bd12-65b3a6e44f69 · inbound

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

ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization Data Interpreter: An LLM Agent For Data Science

Reference 12

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source=pdf_text observed=2026-08-08T22:57:12.672145Z digest=sha256:e3002d05da421fe5e0f0e9df6a6580c0a2965111a96979fe110c90e56d3aea5e

Observation 4102a7aa-35ba-4dfa-8a29-3e9d8efcfe92 · inbound

Memory Offloading for Large Language Model Inference with Latency SLO Guarantees cites this paper.

Memory Offloading for Large Language Model Inference with Latency SLO Guarantees Data Interpreter: An LLM Agent For Data Science

Reference 31

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source=pdf_text observed=2026-08-08T10:10:22.878437Z digest=sha256:5b0a9f4ebefedd02bfa3ff696f65faaee4d6a204211cfad7bbec15f6bf5e66ff

Observation 2eb0a4ce-9aed-480e-a961-28e720d5aa66 · inbound

Knowledge-Enhanced Program Repair for Data Science Code cites this paper.

Knowledge-Enhanced Program Repair for Data Science Code Data Interpreter: An LLM Agent For Data Science

Reference 3

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source=pdf_text observed=2026-08-07T20:37:30.611170Z digest=sha256:b4c122fd5357af6d061414b3e6be05ddf0e6146e24a2c468ba6972763a0aae1b

Observation d7069e00-8e0e-4268-a2ac-1d3267fe37f3 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Data Interpreter: An LLM Agent For Data Science

Reference 175

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arxiv_id, observed 2026-05-15T02:57:38.619666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:e937487497cedc3d8343cc4d699d27af86eb0f6bb344ccc9cf6fd58fbf78e3a6

Observation 0cf81d04-4c6e-40aa-b41a-3b23e055ef95 · inbound

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey cites this paper.

Knowledge Augmented Complex Problem Solving with Large Language Models: A Survey Data Interpreter: An LLM Agent For Data Science

Reference 50

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source=pdf_text observed=2026-08-15T23:56:01.969899Z digest=sha256:0f005df5b69870e1d2f8af11a8628101a35c6c83fca9c498b40eea085c03cc6b

Observation 6c6daf2e-db15-404b-8b1f-97437d2aa9f3 · inbound

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows cites this paper.

Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows Data Interpreter: An LLM Agent For Data Science

Reference 2015

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source=pdf_text observed=2026-08-15T23:34:30.113359Z digest=sha256:b544054f37db4f5ada4a71464a1b41743df61f78fe572c7bb6e6c53164045572

Observation 967eaae8-747d-467b-bc7f-f35e89b60fb0 · inbound

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering cites this paper.

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering Data Interpreter: An LLM Agent For Data Science

Reference 16

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source=pdf_text observed=2026-08-15T22:11:54.164778Z digest=sha256:0085bcad470d85222a00524e5abc254bc3b2229a270510a95f189643206fb778

Observation 06305638-1c26-4d0b-9f9d-439bcd62a37f · inbound

Prompt Stability Matters: Evaluating and Optimizing Auto-Generated Prompt in General-Purpose Systems cites this paper.

Prompt Stability Matters: Evaluating and Optimizing Auto-Generated Prompt in General-Purpose Systems Data Interpreter: An LLM Agent For Data Science

Reference 27

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source=pdf_text observed=2026-08-15T20:35:09.865157Z digest=sha256:8bb727cd206b96bf950961e7a5299cfc3f059fe6a7d56e719a7597b67e1a582d

Observation fad9033e-9602-48ac-9a45-24875043e452 · inbound

Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making cites this paper.

Simulation Agent: A Framework for Integrating Simulation and Large Language Models for Enhanced Decision-Making Data Interpreter: An LLM Agent For Data Science

Reference 6

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source=pdf_text observed=2026-08-15T20:12:59.467763Z digest=sha256:694d5a8d5e135e313d0f78d040356d382237d9d837821609c6fe651e7f7d0038

Observation c6592bae-cdf8-423c-8135-4dab748311f7 · inbound

MLZero: A Multi-Agent System for End-to-end Machine Learning Automation cites this paper.

MLZero: A Multi-Agent System for End-to-end Machine Learning Automation Data Interpreter: An LLM Agent For Data Science

Reference 30

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source=pdf_text observed=2026-08-15T20:12:30.968216Z digest=sha256:37afcb5b369809667b753a6eaa859fd0c061d5f304cb99c2d44579c4ba9332ea

Observation 39258b92-f6b6-4d13-b9bd-e94ead0166cb · inbound

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem cites this paper.

MM-Agent: LLM as Agents for Real-world Mathematical Modeling Problem Data Interpreter: An LLM Agent For Data Science

Reference 34

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no resolver link, observed 2026-08-07T15:42:41.675201Z

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source=pdf_text observed=2026-08-07T15:42:41.675201Z digest=sha256:5845d2a6f920f3e47fdf7da11616ceb6df10326ad68186acc7fff6dce78e7e07

Observation 8d6a2f59-6a50-4fce-a96c-6e68e7a7bbd9 · inbound

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation cites this paper.

DSMentor: Enhancing Data Science Agents with Curriculum Learning and Online Knowledge Accumulation Data Interpreter: An LLM Agent For Data Science

Reference 5

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source=pdf_text observed=2026-08-07T15:43:39.083780Z digest=sha256:b6d77c0e5cd51fd23eb752ed8794d9a1d0debccca3477861753984b98e618144

Observation d32f368a-84ee-419a-8dc6-b888bcf36654 · inbound

Adaptive Plan-Execute Framework for Smart Contract Security Auditing cites this paper.

Adaptive Plan-Execute Framework for Smart Contract Security Auditing Data Interpreter: An LLM Agent For Data Science

Reference 26

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source=arxiv_source observed=2026-08-07T15:26:13.311109Z digest=sha256:3a4f2cc9dde961ec20ffd1f001d0237fa2b6d3dfa7732258b799fab3df088cee

Observation 88c2492b-4c52-4d1c-816d-2282440a63f2 · inbound

Large Language Models for Predictive Analysis: How Far Are They? cites this paper.

Large Language Models for Predictive Analysis: How Far Are They? Data Interpreter: An LLM Agent For Data Science

Reference 18

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source=arxiv_source observed=2026-08-07T15:05:22.825401Z digest=sha256:802beaf4bb35fd7ce3a9ca2214959df310f832faad8c47d25478d99453cb09ae

Observation a76da62b-472b-4edb-9b53-78b64225fd7b · inbound

LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer cites this paper.

LLM-Agent-Controller: A Universal Multi-Agent Large Language Model System as a Control Engineer Data Interpreter: An LLM Agent For Data Science

Reference 2

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source=pdf_text observed=2026-08-07T14:18:13.577137Z digest=sha256:7bbb6c896c041afc323d821015f7769ff8d959860c9791e4f763dc109d5358e3

Observation e6dfa7e8-e547-4993-b105-acb4afda7ac5 · inbound

Agentomics-ML: Autonomous Machine Learning Experimentation Agent for Genomic and Transcriptomic Data cites this paper.

Agentomics-ML: Autonomous Machine Learning Experimentation Agent for Genomic and Transcriptomic Data Data Interpreter: An LLM Agent For Data Science

Reference 7

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source=arxiv_source observed=2026-08-07T10:22:59.545205Z digest=sha256:d570705ff5b47f4c967c531577b9374eeaa1d54979973ab80aa404ec223e1ccb

Observation 9d65992f-d360-4921-9984-3a0a8d96ac69 · inbound

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems cites this paper.

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems Data Interpreter: An LLM Agent For Data Science

Reference 15

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source=pdf_text observed=2026-08-07T05:39:58.683444Z digest=sha256:a85b89a0f36c82495e803acdd061c86a0bbb5845a1515adcf0fae78985550fac

Observation 62ae39e9-6a56-4074-92b2-7b2ac4ae06c8 · inbound

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models cites this paper.

SimuGen: Multi-modal Agentic Framework for Constructing Block Diagram-Based Simulation Models Data Interpreter: An LLM Agent For Data Science

Reference 8

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source=pdf_text observed=2026-08-07T13:27:20.510126Z digest=sha256:a69c662e1d45499706d01f6429646017fb5f6ee56502e9bda4ea751367dbc8ef

Observation 23c055db-d44f-4209-9bca-3ee1f4628ffe · inbound

Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems cites this paper.

Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems Data Interpreter: An LLM Agent For Data Science

Reference 37

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source=pdf_text observed=2026-08-06T20:51:33.335497Z digest=sha256:f470da6db8d4a6b131a0e573b464d754e91a1ad685f52f50daf772104fd09ad8

Observation 49985a4b-a65e-45d9-92e9-7f23ab14a3ec · inbound

Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security cites this paper.

Running in CIRCLE? A Simple Benchmark for LLM Code Interpreter Security Data Interpreter: An LLM Agent For Data Science

Reference 10

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source=arxiv_source observed=2026-08-06T14:25:15.789439Z digest=sha256:95b830636977c03a749b60114e54f8fd91e212cf856b7a184f320d652d8118cd

Observation 31afc2f7-9864-41e8-9a43-fa8716112bee · inbound

Large Language Model Agent for Structural Drawing Generation Using ReAct Prompt Engineering and Retrieval Augmented Generation cites this paper.

Large Language Model Agent for Structural Drawing Generation Using ReAct Prompt Engineering and Retrieval Augmented Generation Data Interpreter: An LLM Agent For Data Science

Reference 35

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source=pdf_text observed=2026-08-06T14:07:28.511619Z digest=sha256:83bc299eb81720fdadb59870367b02fc2d2777ab1213093febf0ebbb0fb5559f

Observation 7499ec21-97cf-4e42-a9b9-c6ba7bf76c04 · inbound

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis cites this paper.

GenoMAS: A Multi-Agent Framework for Scientific Discovery via Code-Driven Gene Expression Analysis Data Interpreter: An LLM Agent For Data Science

Reference 45

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arxiv_id, observed 2026-05-22T00:40:51.479935Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-22T00:37:11.945418Z digest=sha256:ebdf805ab21c2b82dc378876052a52f5142465da57e1abe36b86af46d3353134

Observation 06e2aa2a-b7a2-4dec-98f9-f3a62bc86af9 · inbound

Agentic Web: Weaving the Next Web with AI Agents cites this paper.

Agentic Web: Weaving the Next Web with AI Agents Data Interpreter: An LLM Agent For Data Science

Reference 94

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source=arxiv_source observed=2026-08-06T13:05:36.175776Z digest=sha256:49352e675ae5ee5ed16802884353d77326adb2bfba9644cb1009d26b5bec144e

Observation 4c8ec4ae-63e7-416b-9be4-3be3bc54315d · inbound

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines cites this paper.

MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines Data Interpreter: An LLM Agent For Data Science

Reference 3

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source=pdf_text observed=2026-08-06T11:34:11.334806Z digest=sha256:83d1bb493bbd7a8020f787595b055b2abea843a0fd88707ccc664eaef59db0d8

Observation 74362c25-4323-41ea-ba45-4946aef49ef4 · inbound

Non-programmers Assessing AI-Generated Code: A Case Study of Business Users Analyzing Data cites this paper.

Non-programmers Assessing AI-Generated Code: A Case Study of Business Users Analyzing Data Data Interpreter: An LLM Agent For Data Science

Reference 5

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source=pdf_text observed=2026-08-05T22:43:06.429089Z digest=sha256:0cd16164b64906f7ccda3451a7808aee1dc0a319ceae0c3de0cc751f7d1240e9

Observation 4a1b5929-c625-4940-876f-ef58fb5391a1 · inbound

Tabularis Formatus: Predictive Formatting for Tables cites this paper.

Tabularis Formatus: Predictive Formatting for Tables Data Interpreter: An LLM Agent For Data Science

Reference 12

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source=pdf_text observed=2026-08-15T17:33:27.146666Z digest=sha256:2f91dc015e81c94813ce590d8db830f8f5989309f02867ef6f52c141c2df54b3

Observation cb913cf9-b182-4172-8613-778d9021f43c · inbound

Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence cites this paper.

Uncovering Vulnerabilities of LLM-Assisted Cyber Threat Intelligence Data Interpreter: An LLM Agent For Data Science

Reference 10

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no resolver link, observed 2026-08-04T14:42:49.239110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T14:42:49.239110Z digest=sha256:1b74f393b08421fa25d0170ee3270df6da31dcf1435a2a4de0897609eec48132

Observation dda90de6-40d8-41e4-8135-a64ee976f283 · inbound

InteractComp: Evaluating Search Agents With Ambiguous Queries cites this paper.

InteractComp: Evaluating Search Agents With Ambiguous Queries Data Interpreter: An LLM Agent For Data Science

Reference 12

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no resolver link, observed 2026-08-15T15:45:00.093457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-15T15:45:00.093457Z digest=sha256:343f8ae953539dafac7eaf4bfbcfec2eb7c3a9256e5bc287c1234ed7781b54c8

Observation e8ef3da6-53d3-4193-8054-2a11799a4871 · inbound

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration cites this paper.

Optimal-Agent-Selection: State-Aware Routing Framework for Efficient Multi-Agent Collaboration Data Interpreter: An LLM Agent For Data Science

Reference 12

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no resolver link, observed 2026-08-04T00:16:17.550032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T00:16:17.550032Z digest=sha256:9c3fe7915f0c4ad7ddcf73a042562581caaf5e3247e74394ae35fd206ac0ca1b

Observation 0d1d84d8-d8bb-449f-b4ee-74b1fc373c28 · inbound

Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery cites this paper.

Figures as Interfaces: Toward LLM-Native Artifacts for Scientific Discovery Data Interpreter: An LLM Agent For Data Science

Reference 29

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verified exact
arxiv_id, observed 2026-05-11T07:16:04.511258Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-10T17:14:39.738430Z digest=sha256:746ecfac882377dba9d5038f11d519dd3e3aa0cb5dedf91ba8d79cceaa7f3e19

Observation da0090a7-ab5e-461a-9177-4d63fe006b1a · inbound

AgentGA: Evolving Code Solutions in Agent-Seed Space cites this paper.

AgentGA: Evolving Code Solutions in Agent-Seed Space Data Interpreter: An LLM Agent For Data Science

Reference 11

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verified exact
arxiv_id, observed 2026-05-10T12:00:20.948216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-10T11:59:05.907000Z digest=sha256:f20e8d764732250687a3763560495c1312bb1a8aedc6f155285f2e5c37c10563

Observation b3bf1b2c-266c-4352-ae3c-f3e559dc0c24 · inbound

AgentGA: Evolving Code Solutions in Agent-Seed Space cites this paper.

AgentGA: Evolving Code Solutions in Agent-Seed Space Data Interpreter: An LLM Agent For Data Science

Reference 11

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verified exact
arxiv_id, observed 2026-05-12T04:16:20.160734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-05-12T04:13:02.212804Z digest=sha256:edd978a51850f9909b8344e1a8593f55cf02ffcb3d269b34108da903c04cd244

Observation 36e30696-0cdf-4563-8f0f-d6f90e3ba616 · inbound

AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading cites this paper.

AlphaCrafter: Harnessing Multi-Agent Workflows for Cross-Sectional Quantitative Trading Data Interpreter: An LLM Agent For Data Science

Reference 2024

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unresolved
no resolver link, observed 2026-08-02T14:49:25.640230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T14:49:25.640230Z digest=sha256:8363406f3703c629828cdeff022dec369a70988b9f40a50674239b3104c8f609

Observation 2217b52c-eb50-44aa-a2be-87db19ac534c · inbound

CellDX AI Autopilot: Agent-Guided Training and Deployment of Pathology Classifiers cites this paper.

CellDX AI Autopilot: Agent-Guided Training and Deployment of Pathology Classifiers Data Interpreter: An LLM Agent For Data Science

Reference 7

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:06:24.237859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-12T04:37:56.392447Z digest=sha256:cf7902dc61104fe53e30992eb48b676329e626f67a338a6eed9045d9bfdb8b1b

Observation 7b530a20-7ca0-4a28-81f2-ff7036e857a7 · inbound

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows cites this paper.

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows Data Interpreter: An LLM Agent For Data Science

Reference 7

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verified exact
arxiv_id, observed 2026-05-13T05:57:22.540136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-05-13T05:56:36.312877Z digest=sha256:dc645eab8afafc922b231884deba121a1caa5bc28ca23ad6becc2dd229320ce3

Observation b1741dcc-d5e4-42e4-802d-647fdafe16fa · inbound

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows cites this paper.

ProfiliTable: Profiling-Driven Tabular Data Processing via Agentic Workflows Data Interpreter: An LLM Agent For Data Science

Reference 7

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verified exact
arxiv_id, observed 2026-07-01T14:05:46.724911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T22:18:45.189576Z digest=sha256:fe36e396e0f49936d0b15b5dce7153d5cc07530469ac07c3085cfc872a7adf86

Observation e26b4881-385a-4837-81d9-2ed1b02a2fdb · inbound

Towards Persistent Case-Based Memory for Autonomous Data Science: A CBR-Augmented R&D-Agent with a Locally Deployable Small Language Model cites this paper.

Towards Persistent Case-Based Memory for Autonomous Data Science: A CBR-Augmented R&D-Agent with a Locally Deployable Small Language Model Data Interpreter: An LLM Agent For Data Science

Reference 29

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metadata mismatch
arxiv_id, observed 2026-07-02T10:06:51.710994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-28T05:19:14.975753Z digest=sha256:6074b44b19eebd7eab0d179df15122669dd4ce7e352e7c7896d9e6195c8a47af

Observation 33106841-e062-422f-a40b-5790d5733e84 · inbound

GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science cites this paper.

GRACE-DS: a Guarded Reward-guided Agent Correction Environment in Data Science Data Interpreter: An LLM Agent For Data Science

Reference 21

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metadata mismatch
arxiv_id, observed 2026-07-03T17:48:46.127001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-27T03:42:40.528376Z digest=sha256:965ec8a0af5b6368e9ac5594ae730599df614e28dc6c2ef50b28d6f5efb56cba

Observation a5d307cd-1ca1-4c0d-896e-9a688579f1e7 · inbound

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation cites this paper.

OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation Data Interpreter: An LLM Agent For Data Science

Reference 187

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metadata mismatch
arxiv_id, observed 2026-07-03T20:48:56.374665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=arxiv_source observed=2026-06-27T01:07:49.603969Z digest=sha256:eb6ebff8228d7d3667ab29eaca1a73089c95b1c6c4daff6c03274e40c605b829

Observation 313fa40a-7a85-4e56-875f-b91d6f1a406b · inbound

Trustworthy Self-Composable Big-Data-as-a-Service: An LLM-Orchestrated Multi-Agent Framework for Automated Data Engineering, AutoML, MLOps Deployment, and Drift-Aware Lifecycle Optimization cites this paper.

Trustworthy Self-Composable Big-Data-as-a-Service: An LLM-Orchestrated Multi-Agent Framework for Automated Data Engineering, AutoML, MLOps Deployment, and Drift-Aware Lifecycle Optimization Data Interpreter: An LLM Agent For Data Science

Reference 2

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verified exact
arxiv_id, observed 2026-07-03T23:29:02.920838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-26T22:07:45.909694Z digest=sha256:3747bbb23fb50a8f1042d9693c2da70be401f7c677a83999437645e0d9ae7b19

Observation 88adafc3-ffbe-47a1-96b2-29ebbe5c29da · inbound

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments cites this paper.

ASAP: Agent-System Co-Design for Wall-Clock-Centered Auto HPO Research for ML Experiments Data Interpreter: An LLM Agent For Data Science

Reference 15

Resolution
verified exact
arxiv_id, observed 2026-07-04T17:40:00.796362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-25T23:29:48.926268Z digest=sha256:2fd864dc136fb1ea91c57afcae79e3a943bfbcf85cfebb1f53298e3b593de97d

Observation 2105e6f7-2c0d-4654-b36a-67dbb4b4f1f9 · inbound

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents cites this paper.

Agents That Know Too Much: A Data-Centric Survey of Privacy in LLM Agents Data Interpreter: An LLM Agent For Data Science

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-04T14:09:53.213693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-26T04:29:16.386339Z digest=sha256:db5ec839dd0e6078f3a8fa55399bf37efcea74f55debc21c3dba9f3550866849

Observation 114b9db0-dc05-494d-8993-59aef0c8f492 · inbound

A Task-Driven and Quality-Assured Agent Framework for SAR Data Generation cites this paper.

A Task-Driven and Quality-Assured Agent Framework for SAR Data Generation Data Interpreter: An LLM Agent For Data Science

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-06-30T08:44:27.550985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-06-30T08:39:12.222916Z digest=sha256:65fe88dd9bf204b7d9cbf5b33ec74c564e7a6664998d009f0b5cc10f9847a66f

Observation fac88729-f7ec-4066-9e33-4f68e3759300 · inbound

Exploring Agentic Workflows for Generating High Quality Math Visual Aids cites this paper.

Exploring Agentic Workflows for Generating High Quality Math Visual Aids Data Interpreter: An LLM Agent For Data Science

Reference 15

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no resolver link, observed 2026-07-14T15:09:09.618028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T15:09:09.618028Z digest=sha256:28cbd9714fe28d17bb0216e764e92d806d6372bdc67f2a3e7fdce98781bbe3d4

Observation 055508d9-47f1-49e8-a609-2110cbf7adaf · inbound

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation cites this paper.

StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation Data Interpreter: An LLM Agent For Data Science

Reference 35

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no resolver link, observed 2026-08-01T23:04:49.337406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T23:04:49.337406Z digest=sha256:4f212837f7b46df05cae5a52bf1d7c59e385766d15c5251ada1177ddd88b9897

Observation 1b780ba2-cc30-44a8-a8e0-2c3f89413e82 · inbound

SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing cites this paper.

SCTA: An Agentic Framework for Stable and Interpretable Target Gene Discovery from Single-Cell RNA Sequencing Data Interpreter: An LLM Agent For Data Science

Reference 22

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unresolved
no resolver link, observed 2026-07-30T11:26:42.757029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T11:26:42.757029Z digest=sha256:44fe2dd17c38c75ada466bfb0f53b949df075a4c7ad597a58fda1dbbf92f4196

Observation 3b709497-e3cb-43b1-bafd-33bdca9bf791 · inbound

A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility cites this paper.

A corrective agentic hybrid RAG and an operations-grounded evaluation for a scientific facility Data Interpreter: An LLM Agent For Data Science

Reference 78

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no resolver link, observed 2026-07-31T08:38:01.384743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T08:38:01.384743Z digest=sha256:7a5077fe65531183bbe91bec2e9556dd57a99cda09721405e8d7ed497c5517d5