Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows | Paper Citation Record

Observation 1034f624-a227-4bc0-b124-d186ccd04f7f · inbound

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering cites this paper.

TQA-Bench: Evaluating LLMs for Multi-Table Question Answering Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 68

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Observation a63130b1-013f-4f70-abe9-13334fb68245 · inbound

A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges cites this paper.

A Survey of Large Language Model-Based Generative AI for Text-to-SQL: Benchmarks, Applications, Use Cases, and Challenges Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 6

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Task-Oriented Automatic Fact-Checking with Frame-Semantics cites this paper.

Task-Oriented Automatic Fact-Checking with Frame-Semantics Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 21

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Observation a82266f5-4043-40a6-b40d-f2ad9964ea33 · inbound

Querying Databases with Function Calling cites this paper.

Querying Databases with Function Calling Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 5

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Observation 74ac50a3-8a8c-44ed-8691-199067748316 · inbound

ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration cites this paper.

ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 8

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Observation 79fd8e53-0471-4cdf-877f-36f78f7c867c · inbound

Rationalization Models for Text-to-SQL cites this paper.

Rationalization Models for Text-to-SQL Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 13

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Observation f8778978-308f-4ea2-8441-b1d2d4383553 · inbound

Towards LLM Agents for Earth Observation cites this paper.

Towards LLM Agents for Earth Observation Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 19

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Observation f17ccf55-ccbf-4123-941a-488a52dff0b4 · inbound

Griffin: Towards a Graph-Centric Relational Database Foundation Model cites this paper.

Griffin: Towards a Graph-Centric Relational Database Foundation Model Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 21

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Observation 89d668b2-0df8-4b7a-a481-5216ec163817 · inbound

LLMs Get Lost In Multi-Turn Conversation cites this paper.

LLMs Get Lost In Multi-Turn Conversation Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:11:09.242419Z

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Observation fbf11f26-cd60-428a-a446-e12bde52f205 · inbound

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects cites this paper.

ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 7

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Observation e024c67a-5a68-4ad5-88ad-b959076cdea1 · inbound

Effectiveness of Prompt Optimization in NL2SQL Systems cites this paper.

Effectiveness of Prompt Optimization in NL2SQL Systems Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 10

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Observation a4187268-02c4-45bb-9d82-da1cc7482c43 · inbound

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes cites this paper.

SDE-SQL: Enhancing Text-to-SQL Generation in Large Language Models via Self-Driven Exploration with SQL Probes Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 12

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Observation 9897b54d-9cd0-4695-9735-b3970a664fb3 · inbound

Text-to-SQL for Enterprise Data Analytics cites this paper.

Text-to-SQL for Enterprise Data Analytics Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T16:09:53.902437Z

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Observation 2051115a-8445-4664-9d41-afb2d9ec298e · inbound

Multi-turn Natural Language to Graph Query Language Translation cites this paper.

Multi-turn Natural Language to Graph Query Language Translation Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 2024

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Observation efab0355-7913-4e39-941f-dcc5502ff3a8 · inbound

PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement Learning cites this paper.

PaVeRL-SQL: Text-to-SQL via Partial-Match Rewards and Verbal Reinforcement Learning Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 43

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Observation 04b1f38b-6433-4e1b-9549-d770d9239ece · inbound

RAG Strategies for Natural Language-Based SQL Query and REST API Call Generation cites this paper.

RAG Strategies for Natural Language-Based SQL Query and REST API Call Generation Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 15

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Observation 915cec4a-cb37-4fbb-b974-0ecf3140f64d · inbound

APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL cites this paper.

APEX-SQL: Talking to the data via Agentic Exploration for Text-to-SQL Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T01:04:45.439554Z

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Observation 388c2632-07d7-4255-9e42-948394a1521e · inbound

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? cites this paper.

Both Ends Count! Just How Good are LLM Agents at "Text-to-Big SQL"? Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-15T19:56:33.693013Z

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Observation 56145ee9-d42e-42fc-93ed-74cadcf0f2d2 · inbound

SpotIt+: Verification-based Text-to-SQL Evaluation with Database Constraints cites this paper.

SpotIt+: Verification-based Text-to-SQL Evaluation with Database Constraints Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 12

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T16:16:15.241822Z

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Observation 3bc20951-2409-44d9-8a7a-06a9437fd7dc · inbound

AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views cites this paper.

AV-SQL: Decomposing Complex Text-to-SQL Queries with Agentic Views Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-11T07:30:57.961185Z

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Observation 2517a394-054d-44af-b916-514346aaa1cb · inbound

SynQL: A Controllable and Scalable Rule-Based Framework for SQL Workload Synthesis for Performance Benchmarking cites this paper.

SynQL: A Controllable and Scalable Rule-Based Framework for SQL Workload Synthesis for Performance Benchmarking Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:15:54.125693Z

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Observation 881e0945-a0f4-428f-8c88-2350e4dc39ea · inbound

From Natural Language to PromQL: A Catalog-Driven Framework with Dynamic Temporal Resolution for Cloud-Native Observability cites this paper.

From Natural Language to PromQL: A Catalog-Driven Framework with Dynamic Temporal Resolution for Cloud-Native Observability Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T10:55:28.626078Z

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Observation 9a677d35-59d2-479f-a2b4-d99f4067efee · inbound

SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis cites this paper.

SemanticAgent: A Semantics-Aware Framework for Text-to-SQL Data Synthesis Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-11T14:16:17.719480Z

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Observation 9983d813-6c8c-4a32-8590-143b0a6d42ab · inbound

From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction cites this paper.

From Unstructured Recall to Schema-Grounded Memory: Reliable AI Memory via Iterative, Schema-Aware Extraction Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:16:27.514532Z

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Observation c5231cc4-7d14-4695-84f7-5be85460efc6 · inbound

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis cites this paper.

DataClawBench: An Agent Benchmark for Exploratory Real-World Financial Data Analysis Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T00:29:17.498001Z

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Observation c066f39d-65e0-4ec0-94f5-1af9e3767731 · inbound

Anatomy of a Query: W5H Dimensions and FAR Patterns for Text-to-SQL Evaluation cites this paper.

Anatomy of a Query: W5H Dimensions and FAR Patterns for Text-to-SQL Evaluation Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:56:11.193352Z

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Observation b497c711-bb22-49c7-a722-a626fa731714 · inbound

LEAF-SQL: Level-wise Exploration with Adaptive Fine-graining for Text-to-SQL Skeleton Prediction cites this paper.

LEAF-SQL: Level-wise Exploration with Adaptive Fine-graining for Text-to-SQL Skeleton Prediction Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:11:24.461048Z

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Observation 6c9e5125-7179-4598-b6c8-ca1b8ffbbd90 · inbound

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability cites this paper.

Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-12T04:41:21.767784Z

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Observation 3a53ec0d-dd42-40b1-8ac1-b7af80de05b4 · inbound

Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems cites this paper.

Hypergraph Enterprise Agentic Reasoner over Heterogeneous Business Systems Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 36

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T02:39:41.776490Z

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Observation 7770b5c6-5c98-4c8f-85a1-9e61c601db60 · inbound

ClinQueryAgent: A Conversational Agent for Population Health Management cites this paper.

ClinQueryAgent: A Conversational Agent for Population Health Management Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 181

Resolution: verified exact; arxiv_id, observed 2026-05-21T01:33:56.175079Z

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Observation a712beba-4768-4377-85ac-53e264652809 · inbound

AgentNLQ: A General-Purpose Agent for Natural Language to SQL cites this paper.

AgentNLQ: A General-Purpose Agent for Natural Language to SQL Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T10:43:12.534798Z

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Observation f50d4636-aee3-47f9-a2df-376013546fd3 · inbound

Residual Skill Optimization for Text-to-SQL Ensembles cites this paper.

Residual Skill Optimization for Text-to-SQL Ensembles Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-22T08:41:17.191735Z

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Observation afc4827b-2ea0-4c15-ac05-efc47faea0b3 · inbound

Towards Direct Evaluation of Harness Optimizers via Priority Ranking cites this paper.

Towards Direct Evaluation of Harness Optimizers via Priority Ranking Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-22T06:14:40.427387Z

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Observation 1ae44542-913c-4ded-8187-280efe232b3e · inbound

BADGER: Bridging Agentic and Deterministic Evaluation for Generative Enterprise Reasoning cites this paper.

BADGER: Bridging Agentic and Deterministic Evaluation for Generative Enterprise Reasoning Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:36:23.428244Z

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Observation 409365bd-8069-4a7d-b089-bff4a287b850 · inbound

Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning cites this paper.

Cross-Vendor Sola ISPM Benchmark: Evaluating Agentic AI for Federated Identity Security Reasoning Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-01T23:36:24.088845Z

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Observation 00c78482-b748-45cb-b5ec-1880c1eff1a7 · inbound

EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise Knowledge cites this paper.

EntSQL: A Benchmark for Grounding Text-to-SQL in Long-Context Enterprise Knowledge Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 24

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Observation a257f262-c0d4-4bef-8408-404e94363677 · inbound

SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing cites this paper.

SOMA-SQL: Resolving Multi-Source Ambiguity in NL-to-SQL via Synthetic Log and Execution Probing Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:27:40.434086Z

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Observation cf365e25-a945-49b4-8d59-cc03f9cfcdd9 · inbound

EXPO-SQL: Execution-based Clause-level Policy Optimization for Text-to-SQL cites this paper.

EXPO-SQL: Execution-based Clause-level Policy Optimization for Text-to-SQL Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T09:05:36.895758Z

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Observation a77795c3-cfdb-4f5e-a373-805d08371eac · inbound

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries cites this paper.

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:49:54.599017Z

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Observation 241467c5-305b-4693-a10f-a50c5f9cda19 · inbound

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries cites this paper.

EcoTable: Cost-effective Table Integration in Data Lakes for Natural Language Queries Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 32

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Observation 03377075-9741-4f4a-bed7-6e2e55f454f2 · 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 Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-07-04T14:09:53.331299Z

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Observation 3307d16a-6052-4930-ad9c-95b046699907 · inbound

Database Context Compression for Text-to-SQL on Real-World Large Databases cites this paper.

Database Context Compression for Text-to-SQL on Real-World Large Databases Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:15:49.706860Z

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Observation e37e7755-79b7-40b5-ab97-94e85651845c · inbound

HETERQA: Benchmarking Record Retrieval over Multiple Heterogeneous Sources cites this paper.

HETERQA: Benchmarking Record Retrieval over Multiple Heterogeneous Sources Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 13

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Observation accbbfbd-9398-4ecf-b3a9-703a47c1159b · inbound

Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL cites this paper.

Knowing When to Stop: Predicting Execution-Consistency Convergence in Text-to-SQL Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-11T22:28:12.204856Z

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Observation e6c0fe81-e8ff-4c21-bed6-874cf017c4ef · inbound

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows cites this paper.

Spider 2.0-AIFunc: Extending Real-World Text-to-SQL to AI-Native SQL Workflows Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-08T12:54:52.865449Z

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Observation 9581471f-df7e-412b-bcab-5aa81e059e75 · inbound

Agentic Data Environments cites this paper.

Agentic Data Environments Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-07-09T12:46:14.556133Z

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Observation 4dca58f8-d8fb-46b6-86a4-0e9ca5fd6a08 · inbound

Theory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases cites this paper.

Theory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 82

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Observation cd2fd891-db85-4804-8328-12092df6cdcc · inbound

I-Rex: An Interactive Debugger for SQL cites this paper.

I-Rex: An Interactive Debugger for SQL Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-01T20:58:07.765905Z

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Observation 6f04a2a8-578d-432d-9f21-5e31cede2bb7 · inbound

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense cites this paper.

Open Security Benchmark: Towards Autonomous Enterprise Cyber Defense Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T10:23:19.750534Z

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Observation 4dbfa781-8d4a-4829-b50f-6f2f70f2821d · inbound

When Does Trace-Driven Evaluation Mislead MoE Expert Caching? Replay Semantics, Workload Contamination, and Operating Regimes cites this paper.

When Does Trace-Driven Evaluation Mislead MoE Expert Caching? Replay Semantics, Workload Contamination, and Operating Regimes Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T00:48:38.366878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36d43df2-ca41-4b99-86b9-4d7d426d9d4b · inbound

When Does Trace-Driven Evaluation Mislead MoE Expert Caching? Replay Semantics, Workload Contamination, and Operating Regimes cites this paper.

When Does Trace-Driven Evaluation Mislead MoE Expert Caching? Replay Semantics, Workload Contamination, and Operating Regimes Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-14T04:43:19.354311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00253971-4295-4dca-9e1c-a354250b56be · inbound

Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline cites this paper.

Business Truth, not SQL Accuracy: A Rule-Gated 7B Analytics Agent Outperforms a Direct-Prompted 32B Baseline Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T20:46:34.912755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bde77146-5afd-484e-ab4c-053449edeb6d · inbound

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? cites this paper.

DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-15T14:25:46.501908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers