Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T18:43:53.758609Z
Paper Citation Record · LEDGER
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
As of 10 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 6 inbound Pith citation observations for arXiv:2501.11067.
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 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T12:44:21.636050Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-20T10:58:14.019840Z
Reference resolution
37 of 37 outbound references displayed
- verified exact0
- verified fuzzy9
- unresolved28
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 2ba4f3c6-1653-4bd7-afc4-d98a3676eadb · outbound
This paper cites Abbasian, I.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Abbasian, I
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.519211Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8e19b320-5490-44c1-8ef8-1c6a7d42025a · outbound
This paper cites Alberts, B.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Alberts, B
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.503628Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 120dbcbf-2850-4000-904c-80afd79c3454 · outbound
This paper cites Automated test generation to evaluate tool-augmented LLMs as conversational AI agents.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Automated test generation to evaluate tool-augmented LLMs as conversational AI agents
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.601467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff441c3c-d61e-4cf7-ad9f-4c9654b71a64 · outbound
This paper cites Banerjee, P.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Banerjee, P
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.484345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 864af797-095f-4193-b175-c7128ecd25c5 · outbound
This paper cites Betker, G.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Betker, G
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.463365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d74ba6b3-ff60-4065-8a6e-9d7813c0634e · outbound
This paper cites Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.615356Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 61e06fcb-7f7a-4d5d-9385-cd696583e928 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.443124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b049339d-d601-4158-ba9d-c8d33a785c1a · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.424920Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fa874ec5-b020-4832-bf09-0fe198584fcb · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.405510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9b3e003c-402f-4947-8683-5c397b4e3539 · outbound
This paper cites From Local to Global: A Graph RAG Approach to Query-Focused Summarization.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems From Local to Global: A Graph RAG Approach to Query-Focused Summarization
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.633747Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 01d5335a-76e4-4e3c-86dc-a0e35381fdef · outbound
This paper cites Ragas: Automated Evaluation of Retrieval Augmented Generation.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Ragas: Automated Evaluation of Retrieval Augmented Generation
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.638756Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36365a3f-426d-433c-a472-f8802ac8287a · outbound
This paper cites Textbooks Are All You Need.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Textbooks Are All You Need
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.643993Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64c6518c-741b-4a71-b6d3-7fa10a004813 · outbound
This paper cites Honovich, T.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Honovich, T
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.372346Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 94f1e61d-d4f0-4048-af9a-6dde17e90960 · outbound
This paper cites Huang, A.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Huang, A
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.350687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1265742e-3035-4112-a623-6c0a5fbcc07d · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.332770Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e3ecfb34-d7d3-4499-958f-bde26121fc88 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.306040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 488ce502-6b20-4306-870b-e4c6c61fdb25 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.287378Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 60f0898c-7fb5-4aa1-afed-a6897b43d296 · outbound
This paper cites WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.675025Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 49aa8bb6-05a1-417e-a40a-f159e73c3385 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.269950Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3d32d8a9-f40d-489c-bbc1-35ab0242d00c · outbound
This paper cites Mehandru, B.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Mehandru, B
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.243261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d04fcc82-1da6-4221-98a9-ce0c1b7707df · outbound
This paper cites ask me anything.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems ask me anything
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.226019Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1f7f464f-9d8a-4775-93b9-3c8f27541608 · outbound
This paper cites Code Llama: Open Foundation Models for Code.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Code Llama: Open Foundation Models for Code
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.695662Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation daa89ba4-b4a8-4baa-9627-b0be7f0553fa · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.209531Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f9da4632-408c-4d34-a357-239a4c69b480 · outbound
This paper cites Improving Text Embeddings with Large Language Models.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Improving Text Embeddings with Large Language Models
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.707147Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0b9b9dba-1484-4a94-bfb2-aba6f1354e9e · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.186295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3da4173e-3865-4609-b6e3-fb97e98a4151 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.162347Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5d967670-e111-45fe-b511-3f2f4a436c41 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.138827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 40742cb0-949e-4874-af72-80a351e560f8 · outbound
This paper cites Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.727559Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14f01197-372c-4fd4-8b67-f22acea2ab26 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.117460Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9eb16bd0-ee2d-45ca-bfb8-b2a633bf0965 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.100916Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6a5161df-fd22-4128-9b46-865d102df32d · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 31
- Resolution
- unresolved
- raw_fallback, observed 2026-08-10T18:43:54.084321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0de91527-b830-48fc-8c69-50cfb4d73481 · outbound
This paper cites Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.744625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a10d60b-cd69-4c72-92e0-2e03143d1744 · outbound
This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.749066Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5000dc8e-e6bf-4ded-beee-a4497e09c9c3 · outbound
This paper cites Scaling Relationship on Learning Mathematical Reasoning with Large Language Models.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Scaling Relationship on Learning Mathematical Reasoning with Large Language Models
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.753467Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3fec2bc5-ec90-40d2-bac9-07c4bc745788 · outbound
This paper cites emma_jones_4829.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems emma_jones_4829
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-10T18:43:54.065905Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d89cc873-7c03-45fc-90e6-c5305e40d624 · outbound
This paper cites an unresolved cited work.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems Unresolved cited work
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.661698Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f286962b-0d7c-4bec-9432-9990d2373b5b · outbound
This paper cites CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants.
IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems CURATe: Benchmarking Personalised Alignment of Conversational AI Assistants
Reference 2025
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T18:43:53.596538Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 86576c80-50e8-48f5-b106-d7eb39242f96 · inbound
$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment cites this paper.
$\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-12T07:52:17.378438Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a7a1f55d-5608-463f-ba76-40eaeb9259b8 · inbound
Evaluation and Benchmarking of LLM Agents: A Survey cites this paper.
Evaluation and Benchmarking of LLM Agents: A Survey IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:44:21.636050Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 988949c2-74aa-4222-9d9f-bdbecac438b3 · inbound
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory cites this paper.
Evo-Memory: Benchmarking LLM Agent Test-time Learning with Self-Evolving Memory IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
Reference 98
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T23:13:15.534657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2c5c510e-7a6e-4cbd-98c4-77944c47aee0 · inbound
AgentCE-Bench: Agent Configurable Evaluation with Scalable Horizons and Controllable Difficulty under Lightweight Environments cites this paper.
AgentCE-Bench: Agent Configurable Evaluation with Scalable Horizons and Controllable Difficulty under Lightweight Environments IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T23:30:49.458088Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 83caedcb-f771-4e56-98fc-588ed22b31f6 · inbound
MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents cites this paper.
MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T20:06:12.706281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09cbdbfa-b8e1-48e5-93ca-fd187250d11e · inbound
Interactive Evaluation Requires a Design Science cites this paper.
Interactive Evaluation Requires a Design Science IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems
Reference 32
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T10:58:14.021687Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.