Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:08:12.028546Z
Paper Citation Record · LEDGER
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations
As of 19 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2505.05445.
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 2026-08-19T06:32:44.657259+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
66 of 66 outbound references displayed
- verified exact0
- verified fuzzy25
- unresolved40
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 907bed5d-a6bf-442f-80b1-334a62169694 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.446089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 34ccef67-43d4-458d-aef5-344a80638106 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.423542Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5fb3cfe9-1840-4273-b8d7-04a06328507d · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.403762Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 16639a4a-f265-4bea-ace3-a4bba488f0fc · outbound
This paper cites DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-15T23:08:12.107557Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 32394b58-82cc-4ceb-8751-4684d7ba9ba7 · outbound
This paper cites Single” refers to tasks within a single domain (Restaurant(R), Hotel(H), or Train(T)), while “Multi.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Single” refers to tasks within a single domain (Restaurant(R), Hotel(H), or Train(T)), while “Multi
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.383786Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ae977ad7-b7bc-40eb-83df-827c94f13726 · outbound
This paper cites Lets begin Figure 6: Prompt template for the User Simulator, specifying the task description, interaction instructions, and response format guidelines.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Lets begin Figure 6: Prompt template for the User Simulator, specifying the task description, interaction instructions, and response format guidelines
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.160307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 01576dfd-0a10-43ba-9347-37bd7fe5fe31 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.140580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bd142308-b2ec-440d-b0dd-b1710653b2a0 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 22
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.123308Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e7fb71ef-f703-4529-89fb-dee6776a364b · outbound
This paper cites If the required information is not available in the returned records, apply additional filters to narrow down the results.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations If the required information is not available in the returned records, apply additional filters to narrow down the results
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.101004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 400b6989-a494-442e-84de-3515f89ecfb9 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 24
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.082232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 14070b00-38ca-414f-91fd-7861b8861259 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.066106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fcd0f4da-a38c-4252-a089-7d67a3c306c1 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.048080Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ec89b911-89c4-41b6-a6af-c70476bc0de8 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.030437Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9c090d40-11e6-4688-acce-bbfd9db5b6f7 · outbound
This paper cites INSTRUCTIONS:.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations INSTRUCTIONS:
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.012016Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 22a37baf-93f0-4aab-bd26-457990d418c0 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.364401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 9b975fe2-d00c-4a58-ad97-30639acb2afe · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.343234Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6c208875-810b-43e1-b2a4-2984bf5c57d6 · outbound
This paper cites Do not add logic or interpretation beyond what is explicitly stated in the TASK.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Do not add logic or interpretation beyond what is explicitly stated in the TASK
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.323235Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c5860fd8-b854-443c-bee7-917025cbe44b · outbound
This paper cites Maintain strict adherence to the original formatting.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Maintain strict adherence to the original formatting
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.303018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation db968260-6f71-43d7-8efc-08da1d6a1540 · outbound
This paper cites If the dialogue system provides alternative options close to the desired time, the you should accept a suitable nearby option that reasonably aligns with the goal.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations If the dialogue system provides alternative options close to the desired time, the you should accept a suitable nearby option that reasonably aligns with the goal
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.283977Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c44332b8-7092-4c21-9446-876021605188 · outbound
This paper cites No additional text should follow/preceed.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations No additional text should follow/preceed
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.263466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cd806017-94dd-44ee-bc2e-3ca182afff3c · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.241304Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 06b26831-bb77-4a94-b4c7-1162f8bbcd08 · outbound
This paper cites OUTPUT FORMAT.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations OUTPUT FORMAT
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.221403Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 70b5ad72-d54e-4664-80c9-05e5302da2f0 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:13.202296Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d13b24a0-dbb2-4e88-bd4b-723b6fb7a9d1 · outbound
This paper cites Do not add any customary comments (thank you, great etc.).
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Do not add any customary comments (thank you, great etc.)
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:13.180119Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 97a1fa13-528d-41bc-8473-9e389467c42e · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.992131Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07c661ea-b65c-4d31-b474-282536a4cbe1 · outbound
This paper cites Determine appropriate flow based on user input and available information b.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Determine appropriate flow based on user input and available information b
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.971765Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3c95b3cc-db40-49fb-8dee-0a320b4217b6 · outbound
This paper cites Include all required fields and the response must be a valid JSON.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Include all required fields and the response must be a valid JSON
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.950946Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 5c13c4d8-82f8-4257-ad87-f43169a347dd · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.901429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 476411b6-5365-410e-81ea-beb2e7655030 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.879017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation b93d7e9e-fc37-4a76-bfbf-4f98f62204fb · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 45
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.858032Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 581c50c5-49a5-446c-aa86-82302916949a · outbound
This paper cites Never return multiple function calls in a single response.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Never return multiple function calls in a single response
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.812548Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 7c9be236-8f5b-40df-910a-b6447d75970e · outbound
This paper cites The task is completed ONLY if all the intentions are fulfilled.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations The task is completed ONLY if all the intentions are fulfilled
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.792357Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 68c7aa03-5380-45d0-86d7-4a24518ed800 · outbound
This paper cites In the dialogue, the user or the system could either be AI or human.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations In the dialogue, the user or the system could either be AI or human
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.771712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation f3fe30f7-8c56-459f-add3-ea87b54399db · outbound
This paper cites You should report a numeric rating from 1 to 3, where 3 represents the best coherence.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations You should report a numeric rating from 1 to 3, where 3 represents the best coherence
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.748698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ef18a07d-f1a9-45fd-8f10-93f9246d89dc · outbound
This paper cites For dialogue-level diversity, you only need to evaluate the user.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations For dialogue-level diversity, you only need to evaluate the user
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.728888Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4ceb158b-36f8-47c9-81fe-4f346d54fc85 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 52
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.704956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation cb0362ea-0dd5-46d6-a4cb-d6edb88e01e0 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 53
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.683535Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 4a092fcd-d86d-4475-8b77-f90ea8c25d55 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 54
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.660118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation dcecedd9-f3dd-4fe2-8acf-d1bcf955b0fb · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.630827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation ccba7b6c-0166-40ad-9156-7dd034be9cc3 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 56
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.607919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 08c8aeac-bad8-4b99-9fae-d1ccce2b053e · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.588037Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 26307476-c901-4cca-a601-2ae745c6384d · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 58
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.566805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation fcf601ce-8923-48cf-8509-0f31d7360d20 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.536473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 53a807a2-e8e0-4315-9bf0-d569e7a195ae · outbound
This paper cites donotcare.
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.514855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation bcbe4ba1-8370-4040-804f-463f03d35622 · outbound
This paper cites Dialogue history is provided to understand the context better.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Dialogue history is provided to understand the context better
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T23:08:12.487757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 33216a33-63b0-4a9f-afbe-bc75a9fe17aa · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 62
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.466774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation daacb79d-e931-4c82-9abb-636af78df642 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 63
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.442625Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 6fee7c14-4e68-41d5-b335-4a90890516a4 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 64
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T23:08:12.421182Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 27358541-de90-459b-88ae-57543b934739 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 66
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 16d92e8e-6636-4500-bf5c-8bee7ffdcf45 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 67
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 46490a4a-45b4-4361-b2d4-339734b1f43d · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 68
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation a9d14941-4a0f-487e-887b-c2cab36f2b77 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 69
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation d1ce788f-bf88-4e1a-8ac2-e4cd63288316 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 70
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation be36b129-bdcc-4a4a-a2a8-3bc6b95661b2 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 71
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation e9264cdb-a551-4d12-914d-15a7011b5649 · outbound
This paper cites Do not infer, assume, or hallucinate values based on common patterns or prior examples.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Do not infer, assume, or hallucinate values based on common patterns or prior examples
Reference 72
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3ed15598-4dd1-44c3-8db2-d6757b6828e6 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 73
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 8a08f849-167d-4b66-b691-f7efc88c957e · outbound
This paper cites area": ".
Reference 74
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 3d5f2287-afab-475d-80b7-9a56b2ef5328 · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 75
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 2482252d-48f8-4021-9352-bbebacdfe242 · outbound
This paper cites Never respond with plain text.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Never respond with plain text
Reference 76
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 717f6d3e-23cc-4578-9116-b0a4585a7b4a · outbound
This paper cites an unresolved cited work.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Unresolved cited work
Reference 77
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 868a9a4d-2155-48ea-b00e-50bbf09f2a3e · outbound
This paper cites If additional information is required to proceed, respond conversationally using direct and focused phrasing.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations If additional information is required to proceed, respond conversationally using direct and focused phrasing
Reference 78
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 56d952e2-6119-4edb-ae33-2ee7fff44b3a · outbound
This paper cites type": "function.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations type": "function
Reference 79
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation 07fb300f-a7b1-4fdf-90e9-ea9af9cb7d51 · outbound
This paper cites In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 2877–2888, Online.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 2877–2888, Online
Reference 2020
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.
Observation c983d5c9-9f91-44b9-956b-035bc07ceb5c · outbound
This paper cites User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue
Reference 2023
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a874f7cc-db01-4b80-9b9a-23b973640b92 · outbound
This paper cites The Llama 3 Herd of Models.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations The Llama 3 Herd of Models
Reference 2024
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74478500-8350-4ab8-af79-28af5d0e775e · outbound
This paper cites A Comprehensive Assessment of Dialog Evaluation Metrics.
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations A Comprehensive Assessment of Dialog Evaluation Metrics
Reference 2763
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.