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Paper Citation Record · LEDGER

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

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 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 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T23:33:21.321690Z

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 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.

source=pdf_text observed=2026-08-05T23:33:21.321690Z digest=sha256:d88baba1a0e85d3e515c93bd440bf29e48bdf07725f8795ee5659bcd6594359e

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.

source=pdf_text observed=2026-08-03T12:42:29.966722Z digest=sha256:4b32e959f7fb9ba025b0571fb7ec1978d08f1797c5332fa661cc149cd7bcde00

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-16T02:28:37.490958Z digest=sha256:cf15baef25e1f8aedddbe9cc8d74cffe514c46e643313c101a4c812e67cef535

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-13T17:16:47.284564Z digest=sha256:401f342ea77ebda8c1b6a184309758ca3c9d73139f74e239f34f7e012e119941

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 2026-08-06T06:34:29.942622+00:00.

source=arxiv_source observed=2026-05-10T04:51:28.638793Z digest=sha256:82caf93bee06b64fcd6e0066a474b7a28cb68bb0b374f9ffa18c275328e6f0b6

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-08T11:58:36.326809Z digest=sha256:00a0c3d726470a64ada9f7aaa1e67c9bebcc60713ecf88ede9ed3f0fd02cbda5

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-29T21:18:32.544395Z digest=sha256:5d2f1613c448a01e4fcfdbcb2942566ba3627bfcff74aee2f9ea09ec9c173a47

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-28T10:13:48.860754Z digest=sha256:1b142806b0f7f00cca6f8b30d4be4e157619921fdcd81407f03423b8623e2b14

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 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-06-27T06:39:34.199607Z digest=sha256:3d3b9c678deb67492f091bae15cf18637623e0cdd5be0117841abfa547b39364

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.

source=pdf_text observed=2026-08-03T02:12:21.528560Z digest=sha256:d73864d1b4f0ef34386a9048ecfdf7eee1d6291b408d68e5262069822daadb7a

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.

source=arxiv_source observed=2026-08-01T06:16:47.255239Z digest=sha256:6f1d996c92227b361a8ad01501973b223139eb73af89cf49db83f1c7c7496b9c

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.

source=pdf_text observed=2026-08-04T01:23:32.795645Z digest=sha256:8082ec40b720ce23a7bccf35c6bae6de36f65790343e13e68034fa272b83a75e