Paper Citation Record · LEDGER

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs

As of 18 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2506.18628.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.18628 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T23:20:59.021319Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

20 of 20 outbound references displayed

verified exact0
verified fuzzy10
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 04c6aa49-bf4d-41f0-8231-0e749e77812c · outbound

This paper cites In: EMNLP.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs In: EMNLP

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:01.773057Z

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 36a2efab-0a1b-489f-8d66-a57b3775e72c · outbound

This paper cites an unresolved cited work.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:21:01.384744Z

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 9fcf5875-5bb5-4a87-b68a-2823d82a65e1 · outbound

This paper cites Nature630(8017), 625–630 (Jun 2024).

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Nature630(8017), 625–630 (Jun 2024)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:01.234797Z

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 930bbbfc-72ee-4a0f-846f-d662ffd40eda · outbound

This paper cites In: SENTIRE at ICDM’2024.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs In: SENTIRE at ICDM’2024

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:01.066800Z

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 908f5f85-53c8-4784-9d84-7d67d006b716 · outbound

This paper cites Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:57.647659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e69d52da-4921-4ca5-8c89-a954c7e8b766 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Gemma 2: Improving Open Language Models at a Practical Size

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:57.738473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d082982-ceb7-4e6a-ae4c-c45d6aa00bbf · outbound

This paper cites ACM Trans.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs ACM Trans

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:00.934535Z

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 8997b9d9-4527-485f-9194-247aa58465b1 · outbound

This paper cites ACM Com- puting Surveys 55(12), 1–38 (Mar 2023).

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs ACM Com- puting Surveys 55(12), 1–38 (Mar 2023)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:00.662794Z

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 f5da7e7c-0855-480b-ab65-82486e8afafe · outbound

This paper cites Continual Training of Language Models for Few-Shot Learning.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Continual Training of Language Models for Few-Shot Learning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:58.117215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5f57ffb-72c1-4fd8-bde7-b52585100399 · outbound

This paper cites Information Fusion 99, 101861 (2023).

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Information Fusion 99, 101861 (2023)

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:00.477849Z

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 bf9c8499-f660-4430-84ae-c906d79c74a6 · outbound

This paper cites Journal of statistical software36, 1–13 (2010).

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Journal of statistical software36, 1–13 (2010)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:00.177179Z

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 1d116ed4-5423-4d20-94fc-32c8900bf498 · outbound

This paper cites Transactions of the ACL7, 452–466 (2019).

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Transactions of the ACL7, 452–466 (2019)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:21:00.039990Z

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 fde13c38-a568-48ad-a790-01abac6dca68 · outbound

This paper cites Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:58.405685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40772ef0-d13b-401f-9eb7-7cd4aa389e42 · outbound

This paper cites SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs SelfCheckGPT: Zero-Resource Black-Box Hallucination Detection for Generative Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:58.484433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c556230e-a28d-4899-9e8b-ba4570eff6d6 · outbound

This paper cites an unresolved cited work.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:20:59.823196Z

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 9eab0080-7c83-419d-be63-600594479543 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: EMNLP 2023 (2023).

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs In: Findings of the Association for Computational Linguistics: EMNLP 2023 (2023)

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:20:59.614319Z

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 50955d35-b123-4ef2-84e5-3828ff482b9f · outbound

This paper cites In: ACL 2017.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs In: ACL 2017

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T23:20:59.400420Z

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 9b4aa01d-157e-47d2-9aff-43d3995a5547 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:58.938787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36e7b468-4d26-4e0d-a3b5-c09023014790 · outbound

This paper cites A Survey of Large Language Models.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs A Survey of Large Language Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:20:59.021319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9f97635-f11a-4608-a8eb-65e8f474dff7 · outbound

This paper cites an unresolved cited work.

AggTruth: Contextual Hallucination Detection using Aggregated Attention Scores in LLMs Unresolved cited work

Reference 2023

Resolution: unresolved; raw_fallback, observed 2026-08-06T23:21:01.593625Z

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.