Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:21:49.742464Z
Paper Citation Record · LEDGER
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant
As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2504.18373.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
45 of 45 outbound references displayed
- verified exact1
- verified fuzzy2
- unresolved42
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation c156dc7e-6ed6-4b74-91d1-87c78db29521 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.509931Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 015fdd4d-1705-4e28-8348-9b0c773d601a · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.494563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 4dd197c8-8bc7-4f79-b078-49ee3b715fcb · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.533166Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fb5c8bfb-5e45-4792-8afd-476692746c0f · outbound
This paper cites SLURP: A Spoken Language Understanding Resource Package.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant SLURP: A Spoken Language Understanding Resource Package
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.538421Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 34acdfb8-8948-488a-88a4-5fa86552c19e · outbound
This paper cites Karlsson, Jie Fu, and Yemin Shi.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Karlsson, Jie Fu, and Yemin Shi
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:21:50.468598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2c445e23-9c31-4d10-b101-2477def26874 · outbound
This paper cites SocialBench: Sociality Evaluation of Role-Playing Conversational Agents.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.548950Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0cc72bf-b43c-4998-97e8-d86b4e65eaca · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.452158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 85a838aa-2b5d-47c4-b51b-f4cd430916fa · outbound
This paper cites T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant T-Eval: Evaluating the Tool Utilization Capability of Large Language Models Step by Step
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.559531Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c5a4096-ddb7-490b-aaa3-117e728085fa · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.436560Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b85ba02a-dc27-494c-a67f-489f9833ec1d · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.420907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2641f43a-6fc5-41f5-b9e7-8a8285eb3128 · outbound
This paper cites The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant The ThreeDWorld Transport Challenge: A Visually Guided Task-and-Motion Planning Benchmark for Physically Realistic Embodied AI
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.574221Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 877ef9a1-0fba-4f1d-b5c8-c344ba955b4b · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.579498Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f17253d-2e6e-4977-acb0-51487026adcc · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.584061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f4fdcbde-831e-43a6-b9d1-f687fa3d11e5 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.589122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 11a6ab6d-8f57-4c2c-8a83-99c17ee45cc1 · outbound
This paper cites Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Dependency Learning for Legal Judgment Prediction with a Unified Text-to-Text Transformer
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.594019Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e0f9369-7e28-444f-bd69-bfc758cc39a4 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.395005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6e5f86e8-855a-4bdc-acf4-a6343d4775fd · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.379226Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 88d105b9-4570-4e9c-bf91-5753b44c2ccb · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.608287Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c03efc8-bd85-4918-8bd4-433f24b69ccc · outbound
This paper cites LegalAgentBench: Evaluating LLM Agents in Legal Domain.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant LegalAgentBench: Evaluating LLM Agents in Legal Domain
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.612806Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 04809457-7820-40d8-a757-9cd31398669a · outbound
This paper cites AgentBench: Evaluating LLMs as Agents.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant AgentBench: Evaluating LLMs as Agents
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.618129Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e7b7072-5e61-4435-ba8a-66e39a48eb5c · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.353104Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f6db415f-51f3-4d21-8d4a-0c3bbeeb5618 · outbound
This paper cites AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.627727Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e0e3555-0c4b-4f9c-a788-5509a31e6f93 · outbound
This paper cites AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.632677Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74897ccd-d215-45be-a25c-6e765aa93845 · outbound
This paper cites AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.637334Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ffce89e-d73f-495d-bc6c-3539ddb5f646 · outbound
This paper cites Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.642253Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 860a4597-4aff-4de8-8921-635bbdd4bdd5 · outbound
This paper cites CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant CivRealm: A Learning and Reasoning Odyssey in Civilization for Decision-Making Agents
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.646995Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30f61f55-cba1-4e3f-a883-b3206a34dc19 · outbound
This paper cites ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.651776Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 65828b5f-b308-497c-8aba-6460a924827f · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.337117Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b4443859-4aa1-4012-81a0-67a318826652 · outbound
This paper cites Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Low-Resource Dense Retrieval for Open-Domain Question Answering: A Comprehensive Survey
Reference 29
- Resolution
- verified exact
- local_arxiv, observed 2026-08-16T10:21:49.885984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eb57d2ce-ed14-4550-ac75-507f288f3fb1 · outbound
This paper cites Alfworld: Aligning text and embodied environments for interactive learning.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Alfworld: Aligning text and embodied environments for interactive learning
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-16T10:21:50.321635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a9f2111f-9563-4345-8202-27e2c972e4b4 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.305262Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b888589a-edab-4c13-83c9-95aeadb831cc · outbound
This paper cites Unraveling the Mystery of Scaling Laws: Part I.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unraveling the Mystery of Scaling Laws: Part I
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.676047Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54ca6850-b338-4c94-b88e-acb57778a5e9 · outbound
This paper cites BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant BattleAgentBench: A Benchmark for Evaluating Cooperation and Competition Capabilities of Language Models in Multi-Agent Systems
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.681539Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d34c7846-0827-4394-bdd9-fc5385dcd1e1 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.686442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da51cf25-e026-403e-94b0-021d7af6ea23 · outbound
This paper cites White, Doug Burger, and Chi Wang.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant White, Doug Burger, and Chi Wang
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.691274Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da0fd5ff-ca9e-4824-84d3-1e5d500f95b3 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 36
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.267655Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9588de65-7616-4efb-8f96-fdabfd61b7e4 · outbound
This paper cites MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.700947Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d884cf5-218e-47da-bf2a-9a9c8f64c5a2 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.251556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2b4826c8-68ad-4577-a980-ad5f6d85dd6d · outbound
This paper cites ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.710862Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a289ea0b-7601-4b88-8f19-cbf8ca91265f · outbound
This paper cites Knowledge-enhanced Session-based Recommendation with Temporal Transformer.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Knowledge-enhanced Session-based Recommendation with Temporal Transformer
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.715495Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c46572cd-07ab-4574-95ad-8b5e73b72c83 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.720901Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b452bd1-b991-4a2a-9189-3a8a484554d1 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 42
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.224775Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation f5f49c78-7ecd-4ab4-9bfd-5c07af9187b4 · outbound
This paper cites an unresolved cited work.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-16T10:21:50.208632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 32ad9263-a574-4a58-9895-dd6b0988f1f2 · outbound
This paper cites online" 'onlinestring :=.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant online" 'onlinestring :=
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.737029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2ba333d-237a-4bfb-b996-5cce6c3d5794 · outbound
This paper cites write newline.
Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant write newline
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T10:21:49.742464Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.