Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-10T00:02:58.383840Z
Paper Citation Record · LEDGER
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents
As of 19 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 0 inbound Pith citation observations for arXiv:2607.06873.
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
62 of 62 outbound references displayed
- verified exact9
- verified fuzzy50
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8c9d1e7c-c348-422f-946b-62e9568cbc46 · outbound
This paper cites ReAct: Synergizing reasoning and acting in language models.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents ReAct: Synergizing reasoning and acting in language models
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.388221Z
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 72f10df0-056f-4523-8e0e-6aca88842e4b · outbound
This paper cites Toolformer: Language models can teach themselves to use tools,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Toolformer: Language models can teach themselves to use tools,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.389906Z
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 4ea94b3d-f9b9-4888-9852-dd8a529e6290 · outbound
This paper cites $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents $\tau$-bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T00:06:37.954013Z
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 4a4dfd04-19c2-4c43-a2fe-eafb3ce7c78b · outbound
This paper cites Preventing repeated real world AI failures by cataloging incidents: The AI incident database,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Preventing repeated real world AI failures by cataloging incidents: The AI incident database,
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.393408Z
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 4ffa99de-f735-4887-b6f9-e719cb61aae6 · outbound
This paper cites RealHarm: A collection of real-world language model application failures,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents RealHarm: A collection of real-world language model application failures,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.353168Z
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 f27b15c7-3df5-4d10-bf94-f07e62d6107d · outbound
This paper cites $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents $\tau^2$-Bench: Evaluating Conversational Agents in a Dual-Control Environment
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T00:06:37.972449Z
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 e592fa41-3f52-480f-a16a-9c01898fae04 · outbound
This paper cites WebArena: A realistic web environment for building autonomous agents,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents WebArena: A realistic web environment for building autonomous agents,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.384707Z
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 0f3b2126-34aa-4a65-826f-ade350a7d323 · outbound
This paper cites GAIA: A benchmark for general AI assistants,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents GAIA: A benchmark for general AI assistants,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.381201Z
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 99a03855-90bb-4410-81dd-38744782f243 · outbound
This paper cites AppWorld: A controllable world of apps and people for benchmarking interactive coding agents,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents AppWorld: A controllable world of apps and people for benchmarking interactive coding agents,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.377808Z
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 c9221d46-79f0-4923-8502-f38c9021ec18 · outbound
This paper cites SWE-bench: Can language models resolve real-world GitHub issues?.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents SWE-bench: Can language models resolve real-world GitHub issues?
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.401263Z
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 1f0725ff-4b9e-447f-b1c5-f27a6c1c8728 · outbound
This paper cites an unresolved cited work.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-07-10T00:06:38.398826Z
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 63c1db74-4e01-44c4-8c8c-8f522b8203c8 · outbound
This paper cites SpecOps: A fully automated AI agent testing framework in real-world GUI environments,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents SpecOps: A fully automated AI agent testing framework in real-world GUI environments,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.347539Z
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 daea19d1-e896-4fbd-9314-21ce8a47e832 · outbound
This paper cites STELLAR: A search- based testing framework for large language model applications.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents STELLAR: A search- based testing framework for large language model applications
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T00:06:37.967164Z
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 6143456a-537e-4313-8166-7a7f273e6ff7 · outbound
This paper cites an unresolved cited work.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-07-10T00:06:38.420670Z
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 aec1170e-470f-4be9-8296-7486691ec429 · outbound
This paper cites A practitioner’s guide to process mining: Limitations of the directly-follows graph,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents A practitioner’s guide to process mining: Limitations of the directly-follows graph,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.422481Z
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 57d39246-2796-4bff-b036-68890eadf922 · outbound
This paper cites τ 3-bench: From text-only to multimodal, knowledge- aware agent evaluation,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents τ 3-bench: From text-only to multimodal, knowledge- aware agent evaluation,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.429430Z
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 e5e93c59-a7ef-4463-9592-d07d6a3f5697 · outbound
This paper cites Event abstraction for process mining using supervised learning techniques,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Event abstraction for process mining using supervised learning techniques,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.424048Z
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 94bedfb8-7f23-49ae-8e03-092a82ad01ac · outbound
This paper cites Event abstraction in process mining: Literature review and taxonomy,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Event abstraction in process mining: Literature review and taxonomy,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.408812Z
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 a3e665c4-f53a-48ac-830b-15ce92ec3fb1 · outbound
This paper cites Boundary value exploration for software analysis,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Boundary value exploration for software analysis,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.413741Z
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 94441f16-9357-421f-bc16-0c2ed032bfb8 · outbound
This paper cites Automated robustness testing of off-the-shelf software components,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Automated robustness testing of off-the-shelf software components,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.427615Z
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 954f9e5c-be91-4ff4-8818-3fd3c6f4b45d · outbound
This paper cites τ- knowledge: Evaluating conversational agents over unstructured knowl- edge,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents τ- knowledge: Evaluating conversational agents over unstructured knowl- edge,
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T00:06:37.976247Z
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 528726a0-4bbc-43f0-82da-02e1076c96fc · outbound
This paper cites ToolLLM: Facilitating large language models to master 16000+ real-world APIs,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents ToolLLM: Facilitating large language models to master 16000+ real-world APIs,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.391348Z
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 313d6d59-d163-401c-9181-18e859c0f448 · outbound
This paper cites Towards self-evolving benchmarks: Synthesizing agent trajectories via test-time exploration under validate-by-reproduce paradigm.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Towards self-evolving benchmarks: Synthesizing agent trajectories via test-time exploration under validate-by-reproduce paradigm
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T00:06:37.963929Z
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 97062318-6ecb-476d-8c13-da94c9bc37b9 · outbound
This paper cites Revisiting benchmark and assessment: An agent-based exploratory dynamic evaluation framework for llms.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Revisiting benchmark and assessment: An agent-based exploratory dynamic evaluation framework for llms
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T00:06:37.975111Z
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 86574250-54b4-41bf-a838-365082b4f56f · outbound
This paper cites Graph2Eval: Automatic multimodal task generation for agents via knowledge graphs,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Graph2Eval: Automatic multimodal task generation for agents via knowledge graphs,
Reference 25
- Resolution
- verified exact
- arxiv_id, observed 2026-07-10T00:06:37.973251Z
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 5bddc95b-cf75-4d8b-bd2c-3374077b922a · outbound
This paper cites Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems
Reference 26
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-10T00:06:37.956842Z
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 bdd38177-ce3c-4b83-9b07-36928981b4da · outbound
This paper cites Mining specifications,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Mining specifications,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.372426Z
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 84bb6543-3b44-4012-a793-c6147a4fb1f0 · outbound
This paper cites Discovering models of software processes from event-based data,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Discovering models of software processes from event-based data,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.395137Z
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 f89dc7ec-340b-4e20-b62f-18d00ca50c54 · outbound
This paper cites Automatic generation of software behavioral models,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Automatic generation of software behavioral models,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.403140Z
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 2dc6c576-bf93-4be9-bcc0-4dc77de44aad · outbound
This paper cites Inferring models of concurrent systems from logs of their behavior with CSight,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Inferring models of concurrent systems from logs of their behavior with CSight,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.410430Z
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 a0c731b5-5311-457b-9da7-7e14474b33d1 · outbound
This paper cites Workflow mining: Discovering process models from event logs,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Workflow mining: Discovering process models from event logs,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.412159Z
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 18aa5651-0695-48e9-822c-646501335467 · outbound
This paper cites Discov- ering block-structured process models from event logs—a constructive approach,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Discov- ering block-structured process models from event logs—a constructive approach,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.425884Z
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 1f2e5127-a857-461b-abc0-1219399aa20c · outbound
This paper cites Applying graph reduction techniques for identifying structural conflicts in process models,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Applying graph reduction techniques for identifying structural conflicts in process models,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.407049Z
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 d81ef0ce-87de-4eb1-a2a2-1871b5a90b68 · outbound
This paper cites Learning regular sets from queries and counterexamples,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Learning regular sets from queries and counterexamples,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.431693Z
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 9e496994-d97f-432f-b6da-538d382c9579 · outbound
This paper cites Unsupervised dialog structure learning,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Unsupervised dialog structure learning,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.415418Z
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 8b21782c-e4f6-4cf1-8c76-f9e32d4497df · outbound
This paper cites Dialog2Flow: Pre-training soft-contrastive action-driven sentence embeddings for automatic dia- log flow extraction,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Dialog2Flow: Pre-training soft-contrastive action-driven sentence embeddings for automatic dia- log flow extraction,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.393236Z
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 47d02b58-9eb9-4c9d-8561-ca85fee5e5e5 · outbound
This paper cites Agenda-based user simulation for bootstrapping a POMDP dialogue system,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Agenda-based user simulation for bootstrapping a POMDP dialogue system,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.404999Z
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 8b43514d-7a55-415b-94e7-19673430fb4d · outbound
This paper cites ConvLab-2: An open-source toolkit for building, evaluating, and diagnosing dialogue systems,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents ConvLab-2: An open-source toolkit for building, evaluating, and diagnosing dialogue systems,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.407241Z
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 2fc55fc5-d849-4b04-aa23-93c0f960bcdb · outbound
This paper cites A taxonomy of model- based testing approaches,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents A taxonomy of model- based testing approaches,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.385993Z
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 75ce28d8-4ae0-40ca-ba6d-2e5f3c4d9ca9 · outbound
This paper cites Principles and methods of testing finite state machines—a survey,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Principles and methods of testing finite state machines—a survey,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.389665Z
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 f73ca176-6c76-43e6-9d34-280c4bf33ab5 · outbound
This paper cites Testing software design modeled by finite-state machines,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Testing software design modeled by finite-state machines,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.396696Z
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 25e0e7b8-c0d7-4dfd-bdc5-0355e81b625d · outbound
This paper cites RESTler: Stateful REST API fuzzing,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents RESTler: Stateful REST API fuzzing,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.384367Z
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 413c8bf1-30d6-41dd-9201-7823baa165db · outbound
This paper cites RESTful API automated test case generation with Evo- Master,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents RESTful API automated test case generation with Evo- Master,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.373884Z
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 9c71df55-6f0d-40e5-86cb-c486edd2c362 · outbound
This paper cites Morest: Model-based RESTful API testing with execution feedback,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Morest: Model-based RESTful API testing with execution feedback,
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.351133Z
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 fdfc078e-4aac-477b-a422-f5bbcb06dd86 · outbound
This paper cites KAT: Dependency-aware automated API testing with large language models,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents KAT: Dependency-aware automated API testing with large language models,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.375692Z
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 5ccd9764-a37b-474b-b12d-7afdcb0079dd · outbound
This paper cites Testing RESTful APIs: A survey,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Testing RESTful APIs: A survey,
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.408976Z
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 2b3b289f-f2e8-4e78-98d5-f07c0cd671c2 · outbound
This paper cites An empirical evaluation of using large language models for automated unit test generation,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents An empirical evaluation of using large language models for automated unit test generation,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.412345Z
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 5352081e-274f-4b47-bb01-3889218a77e5 · outbound
This paper cites CoverUp: Effective high coverage test generation for Python,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents CoverUp: Effective high coverage test generation for Python,
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.417481Z
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 a19faacc-39ec-42e5-9c38-01a65f71e8cd · outbound
This paper cites Evaluating and improving ChatGPT for unit test generation,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Evaluating and improving ChatGPT for unit test generation,
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.417180Z
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 c6508104-bd2e-4132-b3b5-e0026d11b7f7 · outbound
This paper cites CodaMosa: Escaping coverage plateaus in test generation with pre-trained large language models,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents CodaMosa: Escaping coverage plateaus in test generation with pre-trained large language models,
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.410662Z
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 74a8218e-fa88-4365-9149-1b2c1b93a272 · outbound
This paper cites TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents TestART: Improving LLM-based Unit Testing via Co-evolution of Automated Generation and Repair Iteration
Reference 51
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T00:06:37.970137Z
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 d2ee0e6d-23e2-41d1-865d-8836ec6aaeef · outbound
This paper cites The oracle problem in software testing: A survey.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents The oracle problem in software testing: A survey
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.362723Z
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 91b24357-a3aa-40bb-a95e-781f191ad93b · outbound
This paper cites Pseudo-oracles for non-testable programs,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Pseudo-oracles for non-testable programs,
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.368635Z
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 e755b481-bc90-4bad-9642-d31ac5d8b987 · outbound
This paper cites On testing non-testable programs,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents On testing non-testable programs,
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.356276Z
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 5280139e-b263-4a46-9432-063d6ccc5e10 · outbound
This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.379148Z
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 8919763f-e676-4082-b6e1-3691f34f621c · outbound
This paper cites Large language models cannot self-correct reasoning yet.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Large language models cannot self-correct reasoning yet
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.415797Z
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 56f5958e-caa8-4320-9086-ead614e1fd1c · outbound
This paper cites On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents On the Self-Verification Limitations of Large Language Models on Reasoning and Planning Tasks
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-07-10T00:06:37.970034Z
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 fc6e1223-e3df-467e-90f8-89dcda18765c · outbound
This paper cites Self-Refine: Iterative refinement with self-feedback,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Self-Refine: Iterative refinement with self-feedback,
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.372182Z
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 ffd8ae57-7bb3-41f1-a318-d4876be7b2df · outbound
This paper cites CRITIC: Large language models can self-correct with tool-interactive critiquing,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents CRITIC: Large language models can self-correct with tool-interactive critiquing,
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.377391Z
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 4b153557-3da1-4ffe-b1b5-bd2cff717884 · outbound
This paper cites Metamorphic testing: A review of challenges and opportunities,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Metamorphic testing: A review of challenges and opportunities,
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.398672Z
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 45b02c00-7cdd-4acc-b72b-106b5381a916 · outbound
This paper cites Not what you’ve signed up for: Compromising real-world LLM- integrated applications with indirect prompt injection,.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Not what you’ve signed up for: Compromising real-world LLM- integrated applications with indirect prompt injection,
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.403085Z
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 587a72f6-11a9-45de-b57e-fa05e453fc52 · outbound
This paper cites Ignore previous prompt: Attack techniques for language models.
Mining Workflow Graphs for Black-Box Boundary Testing of Conversational LLM Agents Ignore previous prompt: Attack techniques for language models
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-10T00:06:38.419028Z
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.
Pith citing papers
No inbound Pith citation observations are available.