Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T14:40:24.866756Z
Paper Citation Record · LEDGER
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback
As of 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2505.18240.
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 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-19T18:03:02.253422Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-19T18:03:10.156492Z
Reference resolution
12 of 12 outbound references displayed
- verified exact0
- verified fuzzy3
- unresolved8
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5c8e06d0-6b2f-4670-a80d-b0f82bb62733 · outbound
This paper cites an unresolved cited work.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:40:26.922637Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 81c958ac-a3e8-4515-94ef-c47324c66a24 · outbound
This paper cites an unresolved cited work.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback Unresolved cited work
Reference 2
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:40:26.731546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation c8a87e60-ede1-44c0-a23f-e0a8f0604e34 · outbound
This paper cites No Text". Make it concise.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback No Text". Make it concise
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:40:26.590966Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation a66f3f53-4b81-4b37-b897-32c2d98d4c29 · outbound
This paper cites an unresolved cited work.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:40:25.483889Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 282dbda4-f298-430f-afa2-174bb28cd4e5 · outbound
This paper cites If you feel that there is no redundancy in the slide and it is concise, respond with the following sentence:.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback If you feel that there is no redundancy in the slide and it is concise, respond with the following sentence:
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:40:26.378823Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dff30424-901d-4804-9104-441765c0626b · outbound
This paper cites an unresolved cited work.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:40:26.129935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 08867de6-6e18-4e9e-9b91-7f6e464bf9c1 · outbound
This paper cites an unresolved cited work.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:40:25.931890Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 5663be4d-0a49-4f15-8d99-db8092520e87 · outbound
This paper cites an unresolved cited work.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T14:40:25.682764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation e9b68ef0-1a75-46aa-ad41-6d8fcabfa9e4 · outbound
This paper cites InProceedings of the 57th Annual Meeting of the Association for Computa- tional Linguistics, pages 2748–2760, Florence, Italy.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback InProceedings of the 57th Annual Meeting of the Association for Computa- tional Linguistics, pages 2748–2760, Florence, Italy
Reference 2019
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T14:40:27.121457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation dda7cc97-7918-4e8c-b6c9-0a12e0a2c4d4 · outbound
This paper cites On the Limitations of Reference-Free Evaluations of Generated Text.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback On the Limitations of Reference-Free Evaluations of Generated Text
Reference 2021
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-07T14:40:25.214827Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 297ee986-5313-42cc-b4a1-847cc68f8219 · outbound
This paper cites ChatGPT as a Factual Inconsistency Evaluator for Text Summarization.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback ChatGPT as a Factual Inconsistency Evaluator for Text Summarization
Reference 2023
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:40:23.939226Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f04fe489-af47-41dc-94ee-4a02abd50de9 · outbound
This paper cites FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction.
Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback FENICE: Factuality Evaluation of summarization based on Natural language Inference and Claim Extraction
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T14:40:24.019986Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
Observation 6c47ffb1-21fe-4dd0-89d4-186cc6bb2ec9 · inbound
DeepSlide: From Artifacts to Presentation Delivery cites this paper.
DeepSlide: From Artifacts to Presentation Delivery Taming LLMs with Negative Samples: A Reference-Free Framework to Evaluate Presentation Content with Actionable Feedback
Reference 45
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T18:03:10.161948Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.