Paper Citation Record · LEDGER

FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 13 inbound Pith citation observations for arXiv:2410.03727.

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

pith.paper-citation-record.v1
2410.03727 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 13 of 13 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:59:44.232248Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T15:08:33.398684Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 081ff96c-3773-4096-bb1d-ecc99865d9b1 · inbound

Beyond Facts: Evaluating Intent Hallucination in Large Language Models cites this paper.

Beyond Facts: Evaluating Intent Hallucination in Large Language Models FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:44.232248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27d9f322-835d-4755-bcce-fccd4c0dc890 · inbound

ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking cites this paper.

ReasoningTrack: Chain-of-Thought Reasoning for Long-term Vision-Language Tracking FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T23:33:21.321690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7cad873-edfb-48ef-a837-31c57af71204 · inbound

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs cites this paper.

Not All Needles Are Found: How Fact Distribution and Don't Make It Up Prompts Shape Retrieval, Reasoning, and Hallucination in Long-Context LLMs FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T12:42:29.966722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22b6a773-bce5-44a8-9816-9c8365d4c681 · inbound

When Less is More: The LLM Scaling Paradox in Context Compression cites this paper.

When Less is More: The LLM Scaling Paradox in Context Compression FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-16T02:30:32.216338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 09280585-c4ca-466b-9f21-463c937ccf90 · inbound

Shorter, but Still Trustworthy? An Empirical Study of Chain-of-Thought Compression cites this paper.

Shorter, but Still Trustworthy? An Empirical Study of Chain-of-Thought Compression FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:18:01.253246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 37ddec55-3224-40ba-a3de-da5fe4f14304 · inbound

A Benchmark Construction and Evaluation Framework for Specialist Domains: Case Study on Defense-related Documents cites this paper.

A Benchmark Construction and Evaluation Framework for Specialist Domains: Case Study on Defense-related Documents FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T11:30:19.525325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2bbb8105-898e-4c2e-80f6-019dd37271c0 · inbound

Context-Fidelity Boosting: Enhancing Faithful Generation through Watermark-Inspired Decoding cites this paper.

Context-Fidelity Boosting: Enhancing Faithful Generation through Watermark-Inspired Decoding FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:26:09.030214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 39b54307-db41-4d47-bf7e-78ab4b889428 · inbound

Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations cites this paper.

Why LLMs Hallucinate on Structured Knowledge: A Mechanistic Analysis of Reasoning over Linearized Representations FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-06-29T21:23:59.121578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b0e9f44a-d631-4ad8-aba5-e366ea943bef · inbound

Discourse-Role Labels as Presentation-Time Variables for Context Use in Language Models cites this paper.

Discourse-Role Labels as Presentation-Time Variables for Context Use in Language Models FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:16:33.691498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9d56eb15-b0b3-4b22-96c0-dcbb637f9793 · inbound

ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning cites this paper.

ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-07-03T15:08:33.400503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07c1233c-c92c-4c94-8027-117072b3cdea · inbound

ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning cites this paper.

ReSum: Synergizing LLM Reasoning and Summarization with Reinforcement Learning FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-03T02:12:21.528560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dddc0afc-24dc-4a2f-b363-28f03c77168c · inbound

On Improving Faithfulness of Podcasts from Documents cites this paper.

On Improving Faithfulness of Podcasts from Documents FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T06:16:47.255239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ee10e3d-2521-4d34-9ad9-b49ccdf0df40 · inbound

MMOOC: A Comprehensive Benchmark for Out-of-Context Evaluation in Multimodal Large Language Models cites this paper.

MMOOC: A Comprehensive Benchmark for Out-of-Context Evaluation in Multimodal Large Language Models FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T01:23:32.795645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.