Pith. sign in

Paper Citation Record · LEDGER

Context-DPO: Aligning Language Models for Context-Faithfulness

As of 18 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 10 inbound Pith citation observations for arXiv:2412.15280.

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

pith.paper-citation-record.v1
2412.15280 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:08:34.495360Z

measured 72 of 72 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 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:27:36.377461Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T23:03:50.362998Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact3
  • verified fuzzy0
  • unresolved59
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation df2834c7-c899-4c71-a79f-10ba8bad2a1c · outbound

This paper cites Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts.

Context-DPO: Aligning Language Models for Context-Faithfulness Decoding by Contrasting Knowledge: Enhancing LLMs' Confidence on Edited Facts

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.366651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.366651Z digest=sha256:add58b317f9350fc1e586f732d1297b4ffa24a84aec1ad26022cf4e7259e5952

Observation 1d789e0b-09c3-4a72-9dc4-b1ffd6e70bbd · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:08:36.850671Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.402015Z digest=sha256:2943b19994d58df42407cf65dcb0df5c24fd4534d6def5c37de318976aae2ecb

Observation ab0cb175-d947-4acf-8175-4f271fc7e17a · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:08:36.830358Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.408079Z digest=sha256:727ebdd30c528c95cbfb975779aed1cdc24efab844ae06e1b467a523501fef09

Observation 27cc05bd-f183-431a-a43f-1352b128a3c5 · outbound

This paper cites StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:08:36.352982Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.414129Z digest=sha256:747c3b274b1474e6447c243177aba989262e8d5b6931fca1621cfc01cce36f7c

Observation da2e5175-ad4b-406b-9978-7ef174260f23 · outbound

This paper cites Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities.

Context-DPO: Aligning Language Models for Context-Faithfulness Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:08:36.301059Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.424351Z digest=sha256:e6d12d75b4221f64a7a18eda17d9765cb57f599f6c0a911c3ef3965bf077d97d

Observation aaad3130-4cf6-4491-96c5-9b029f90d6e2 · outbound

This paper cites Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM.

Context-DPO: Aligning Language Models for Context-Faithfulness Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.435372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.435372Z digest=sha256:f6a789859f3d0082420238878abd8e03c05f8bc91e3bd5b54edcef0063ff771a

Observation f14bf516-f71a-40a9-9def-60bd338d3d3f · outbound

This paper cites Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence.

Context-DPO: Aligning Language Models for Context-Faithfulness Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.444610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.444610Z digest=sha256:7e65b9f0680f3e35c0d0238d92af8220101a6a24d561e9b59a2fbe7c2131f47c

Observation 24f6c18d-c144-44bf-a1d2-9c95ad7428df · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.503879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.503879Z digest=sha256:71e5c0df5cd5bd92152866b354936128a5d99d44d97771f1430be79aa7d902f0

Observation 0abed370-c42a-4a4b-b543-9a22d083e0b6 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.565595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.565595Z digest=sha256:8b3b4a7fa609fa29a587b37c88f1b29285e7a804f04e28bdec3781117900e285

Observation b903c716-3e27-4a68-86bd-edefc31e2833 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:08:36.769736Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.614115Z digest=sha256:db354af814a0476db522804ce296dd53c26a8f4d133508a9c5040f0698960e1e

Observation ab251224-6c8b-473a-9d98-51d4441dd3c4 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Context-DPO: Aligning Language Models for Context-Faithfulness Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.619940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.619940Z digest=sha256:052083b8e073d776d5de70fce72e141e993be571cd86e77827e0e4357a8d1634

Observation 26d51fd0-0b6c-49d1-a2a1-c66b09d8b94a · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:08:36.663607Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.626293Z digest=sha256:5e96c3963c288b04f47b4b613f752607d45b7db4bfd7f1a1e4186c2d706aa1cd

Observation 4c9ab7dc-3ded-4dc4-8c34-8e8153b2a1d0 · outbound

This paper cites REALM: Retrieval-Augmented Language Model Pre-Training.

Context-DPO: Aligning Language Models for Context-Faithfulness REALM: Retrieval-Augmented Language Model Pre-Training

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.636066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.636066Z digest=sha256:ae0efbe01d3ffa1410cdb8f6b8e59b5612bc97632a5e19c3e725746687d3157f

Observation 61ebc936-857a-49e2-945f-654aaa95257f · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.648135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.648135Z digest=sha256:f75e53a0c404ade9dcc2224ca5e1e9f773a4f86d06a0316006b3cede68eba993

Observation a175a33c-e75b-4a46-96b8-0212d149e82b · outbound

This paper cites Can Knowledge Editing Really Correct Hallucinations?.

Context-DPO: Aligning Language Models for Context-Faithfulness Can Knowledge Editing Really Correct Hallucinations?

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.659451Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.659451Z digest=sha256:928ce4c5a5bd27354c76ae8a4d435bd5d65e5005403f06965d06acc69a4e8c19

Observation e1bfd33f-a38e-4611-8557-d4475653a059 · outbound

This paper cites Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness Look Before You Leap: An Exploratory Study of Uncertainty Measurement for Large Language Models

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.665515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.665515Z digest=sha256:9e0968f7985f16ca519baafc972b6f547743ed74ae29f2d00cd5ab6733d0b81e

Observation 720b498c-c4d5-4e2a-b48f-8e9e4c37987a · outbound

This paper cites Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering.

Context-DPO: Aligning Language Models for Context-Faithfulness Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.685911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.685911Z digest=sha256:3852362a77680a759c91f050db36d7ce319297210b2cdd4dde0d451b7c4374be

Observation 0c070605-e261-4ee6-bc83-635532f00b60 · outbound

This paper cites Active Retrieval Augmented Generation.

Context-DPO: Aligning Language Models for Context-Faithfulness Active Retrieval Augmented Generation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.697555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.697555Z digest=sha256:dc358be2b6661d48dae85975917a6c64a094783afb34d1555fbc44c8ccb39839

Observation 05ad47b6-1f09-4b72-a9c2-e1003f4006be · outbound

This paper cites Challenges and Applications of Large Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness Challenges and Applications of Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.704929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.704929Z digest=sha256:94eb09860069f07d3d2610cfc7dec33804ce8bb890eef52fa0aed8dc9e35217b

Observation bbd10af0-5130-4a17-899f-7e3e65ff27ba · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.746543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.746543Z digest=sha256:70d2564523984703ff615f2ec17f14dc2b834cf1a14bfe9f9e31349cdb88389f

Observation c665cc7b-22ab-4174-843d-ce833ab0a064 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Context-DPO: Aligning Language Models for Context-Faithfulness u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.800008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.800008Z digest=sha256:7528ac8851ce0eb31c29a73c524981ac0af67607f7e046d3d6bb899b2cbd9d05

Observation 9cb3421c-2d24-4db2-bab8-886853275dd3 · outbound

This paper cites Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style.

Context-DPO: Aligning Language Models for Context-Faithfulness Investigating Context-Faithfulness in Large Language Models: The Roles of Memory Strength and Evidence Style

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:08:35.847555Z

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.

source=arxiv_source observed=2026-08-11T13:08:33.807743Z digest=sha256:177121221c2b1687ea15bc4b3af1bf834da60b10d3889bdc59ecca1973cf097a

Observation af2216bd-f05c-42f1-8fe0-ffdc55c0a554 · outbound

This paper cites CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models.

Context-DPO: Aligning Language Models for Context-Faithfulness CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.815642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.815642Z digest=sha256:9fc00c84d698c256c4d159e9dbeedfbebfbc264958d1045de92771afaafa057c

Observation c6957250-80d6-4487-a724-0c11d6fdd707 · outbound

This paper cites TruthfulQA: Measuring How Models Mimic Human Falsehoods.

Context-DPO: Aligning Language Models for Context-Faithfulness TruthfulQA: Measuring How Models Mimic Human Falsehoods

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.835982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.835982Z digest=sha256:b0cb4725c7b4ad7ed6dddc43c428cdb966cfa41134b008ef0c388b8b7b0da9c5

Observation d9aea5d2-521c-4fea-af25-10e6100333b9 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.849641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.849641Z digest=sha256:4f03cd5867733f08542e72c9854c175677baf0ba8c16b7db3110b8a2c0c9c15f

Observation 9c808f6c-ff00-49a5-9fde-1ef04e4c0f60 · outbound

This paper cites Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment.

Context-DPO: Aligning Language Models for Context-Faithfulness Trustworthy LLMs: a Survey and Guideline for Evaluating Large Language Models' Alignment

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.869445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.869445Z digest=sha256:ae9968bc132de1b681e0e55da58a664a763f932e8b7ab618490c97910c1beac6

Observation 79e1dabc-96b1-445c-824d-df94ff291844 · outbound

This paper cites Entity-Based Knowledge Conflicts in Question Answering.

Context-DPO: Aligning Language Models for Context-Faithfulness Entity-Based Knowledge Conflicts in Question Answering

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.878816Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.878816Z digest=sha256:4fbe78acbdaeba2e5cbc921b933ab32b459b28e505e55169592e33808d6cc6aa

Observation 3dd1e2b0-a3d5-4cf2-aafc-431791524456 · outbound

This paper cites Memory-assisted prompt editing to improve GPT-3 after deployment.

Context-DPO: Aligning Language Models for Context-Faithfulness Memory-assisted prompt editing to improve GPT-3 after deployment

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.888308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.888308Z digest=sha256:5cb876627fbab197c898028d4f5129c454625aa2041478b1ff904ff6995fbad6

Observation eb58d17d-b274-4a86-a655-d56ef18f5314 · outbound

This paper cites "Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak.

Context-DPO: Aligning Language Models for Context-Faithfulness "Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.916399Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.916399Z digest=sha256:c782f4b6d67a71e2f3fa0e31b9b92e0890cbc0cc328d28eb8a91bd95083b8a7a

Observation ffd7e317-1ecd-4210-a1b3-a0b503910d8f · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:33.970261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:33.970261Z digest=sha256:863994b3568ba1b8c3a3b3889f2faa2ad9755557d823aad7aa8bf0cda510fd2f

Observation 7bb829a2-d742-4633-9f02-4a369946f710 · outbound

This paper cites Mass-Editing Memory in a Transformer.

Context-DPO: Aligning Language Models for Context-Faithfulness Mass-Editing Memory in a Transformer

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.012046Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.012046Z digest=sha256:4513deb557e76f4fbc17eb023261492b4c205f97feffef509088148d791a9c60

Observation 499d596b-8253-4460-a2aa-3b1654ebd058 · outbound

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

Context-DPO: Aligning Language Models for Context-Faithfulness FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.058629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.058629Z digest=sha256:cc8be11eab62e348a57fc81f4b86f7d012224388d3003dc64a9b22d42d2a9f06

Observation 99e5e248-d332-4ac7-9f4e-2757e378ec5c · outbound

This paper cites WebGPT: Browser-assisted question-answering with human feedback.

Context-DPO: Aligning Language Models for Context-Faithfulness WebGPT: Browser-assisted question-answering with human feedback

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.067185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.067185Z digest=sha256:d37d2ece50bf3e3282ea15e9b183fbd6bc995d99c42785a15028a467c45ae945

Observation 67c2772d-2d5a-4ac6-85bd-844fc2467e31 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:08:36.523539Z

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.

source=arxiv_source observed=2026-08-11T13:08:34.074500Z digest=sha256:8ffc90124d175066b5f6fdf9c38fa8f51e5b612327b5c5905b52aea508d6f6ec

Observation d8594115-fb2b-4806-a246-f46802c1da5e · outbound

This paper cites GPT-4 Technical Report.

Context-DPO: Aligning Language Models for Context-Faithfulness GPT-4 Technical Report

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.083481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.083481Z digest=sha256:135c18f2a2ada514c57d0c1fff33c0d8e912c20d85894b637ea8d79c18c1fb68

Observation 0f0baa85-d7e1-4d7d-b74f-ba71046ea3b6 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.093029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.093029Z digest=sha256:2a0ebd813750c29d50ecafb4fd14b6ba7e7cf2ee80bc30c1cadca4210d962a3b

Observation 8405749d-98e6-456d-95b6-a48b54d6c369 · outbound

This paper cites How Context Affects Language Models' Factual Predictions.

Context-DPO: Aligning Language Models for Context-Faithfulness How Context Affects Language Models' Factual Predictions

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.102924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.102924Z digest=sha256:a01728329929923b7a7c0ceafec98c3ef506c45f2d138a714dbb2789175f3926

Observation 7dfdec63-0523-4ca6-9f12-5e21414bc596 · outbound

This paper cites Tool Learning with Foundation Models.

Context-DPO: Aligning Language Models for Context-Faithfulness Tool Learning with Foundation Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.113272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.113272Z digest=sha256:aada74a21145ca78119d8f804957e9db0f15c9621ce8815f373ebad09fa9c5e7

Observation 21a4999e-2f16-4a47-8ffc-85488eea0852 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.120852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.120852Z digest=sha256:7031bbffceea6e0e67d4d3ae8fb30b2e210d4e7ff4eb298c2577bce65791a1ea

Observation 3e65c8f9-5d85-4d35-b11b-d78ad92f52a8 · outbound

This paper cites Large Language Model Alignment: A Survey.

Context-DPO: Aligning Language Models for Context-Faithfulness Large Language Model Alignment: A Survey

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.197296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.197296Z digest=sha256:43942468a28b4e55283a5859b8616ca910a2e30c96d20744cbfb84fd33485831

Observation e70052fc-4879-44c9-bf09-d53da4df0803 · outbound

This paper cites Trusting Your Evidence: Hallucinate Less with Context-aware Decoding.

Context-DPO: Aligning Language Models for Context-Faithfulness Trusting Your Evidence: Hallucinate Less with Context-aware Decoding

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.204292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.204292Z digest=sha256:7cc8a375e88b19fa2562f1851cd7530428dbbe7916ded5cec606927b633bd18e

Observation da6150df-06fb-46fd-aedc-e4e1f35331f5 · outbound

This paper cites Prompting GPT-3 To Be Reliable.

Context-DPO: Aligning Language Models for Context-Faithfulness Prompting GPT-3 To Be Reliable

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.216710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.216710Z digest=sha256:b53897543d1eb5de232b0c67e780bf075b68635870b64d0e5f192cc738fff922

Observation 88d40ef4-765d-434c-a4b0-08037c80554b · outbound

This paper cites Fine-tuning Language Models for Factuality.

Context-DPO: Aligning Language Models for Context-Faithfulness Fine-tuning Language Models for Factuality

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.226703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.226703Z digest=sha256:e737ae08893f4e18b004ad7b75acf82782cd0a86c1bd2a78972cc83f4da7cbcc

Observation 7b0f0175-3a26-4a0b-8c47-504336c925fa · outbound

This paper cites A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.234197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.234197Z digest=sha256:993f330e05752272c5eac8765274ec46fd786f1f4604357abf68e15953d8483c

Observation b68b21d7-eb49-43b3-ab84-cc610ad61c4b · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness LLaMA: Open and Efficient Foundation Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.242728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.242728Z digest=sha256:dc0d3c5d6e4537f987a7a8f81382791f2fc0fb5d5e74a78bfc6fec411de1f373

Observation 7f5c7cea-2ca5-489d-b398-e94dd4375476 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Context-DPO: Aligning Language Models for Context-Faithfulness Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.262876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.262876Z digest=sha256:39e42f8e5b4a32b8f7eae73b720e85082dcfbedb01279de0a43a1963a79eb02c

Observation c51d4d83-ccbf-4f00-9258-5a416ffd7ffa · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.292840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.292840Z digest=sha256:dc55c711897f88d54f61ae11c5f89fc4590d10ea4cd52cac3a0566a74a43cf26

Observation 9f8a7c5d-d01e-4d46-a600-645dedf8eec9 · outbound

This paper cites Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity.

Context-DPO: Aligning Language Models for Context-Faithfulness Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.298974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.298974Z digest=sha256:dfb09ac342194df2ef8a1eb50a85a13b1ef9b42695acd78443508cc7fa2604c6

Observation 8a424168-c549-4590-91c0-5ada4a407f55 · outbound

This paper cites an unresolved cited work.

Context-DPO: Aligning Language Models for Context-Faithfulness Unresolved cited work

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.309175Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.309175Z digest=sha256:4cff5534dc4c8d1954b4f9510129acf3e964766e40fd27273a16d3a49a034097

Observation 07065f1f-3eef-482c-93ca-80f000fc0ecd · outbound

This paper cites Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts.

Context-DPO: Aligning Language Models for Context-Faithfulness Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.316272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.316272Z digest=sha256:cfa85833da00e0ea8b77e67b1e22eb7b36ffdb193c466adf929ba7242401a2cf

Observation 56552adc-3ad2-444d-a78a-662b9fbb4c58 · outbound

This paper cites Knowledge Conflicts for LLMs: A Survey.

Context-DPO: Aligning Language Models for Context-Faithfulness Knowledge Conflicts for LLMs: A Survey

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.321966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.321966Z digest=sha256:13092b8a6633fb84a041275f6a6aabd94116fdda15bc4f54b3455eba0b24aece

Observation 49dbe164-5cad-43f9-9c1f-41543049902a · outbound

This paper cites KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques.

Context-DPO: Aligning Language Models for Context-Faithfulness KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.330578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.330578Z digest=sha256:b4895b15b25d4114e39f4517641413c3a08006704592ba8b781d3e2366dd51bb

Observation 6187b510-3757-4628-bc5a-71ce8df5deb7 · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness ReAct: Synergizing Reasoning and Acting in Language Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.338655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.338655Z digest=sha256:f75d3477d555acb00f94fd860bcb112fe47f18ddb2147fb55de5719cb7a4ab31

Observation 01c224c6-5848-4abf-8bea-14f57fab249c · outbound

This paper cites Editing Large Language Models: Problems, Methods, and Opportunities.

Context-DPO: Aligning Language Models for Context-Faithfulness Editing Large Language Models: Problems, Methods, and Opportunities

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.347213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.347213Z digest=sha256:230c563700f24da20162e47a8ff5328c76fdebffda93f74f60166dc08f7aca36

Observation 46cf1567-9af7-456f-bab3-4fcc5c080185 · outbound

This paper cites GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving.

Context-DPO: Aligning Language Models for Context-Faithfulness GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.377029Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.377029Z digest=sha256:44d4d1c7e6e7b2ca4f23cbcf5bc936e384f6277db55a61362015cb4a6f51029d

Observation 92d21ae7-7d70-44b1-8265-c3f00fb5d8f6 · outbound

This paper cites Can We Edit Factual Knowledge by In-Context Learning?.

Context-DPO: Aligning Language Models for Context-Faithfulness Can We Edit Factual Knowledge by In-Context Learning?

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.429209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.429209Z digest=sha256:47077eb9a1f86877292de8f8806287809f43e145d3dc22e5d43178ad34b932fd

Observation 973b0a66-e4b9-439b-83c2-de99b079952f · outbound

This paper cites Training Language Models with Memory Augmentation.

Context-DPO: Aligning Language Models for Context-Faithfulness Training Language Models with Memory Augmentation

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.454983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.454983Z digest=sha256:57c9a4748e61a0ab60ed9c4410489d9d3ba78e0513c02d31a8f0f0b59084fa23

Observation f0a1af5b-07d2-49aa-b08d-5f781e3fe16b · outbound

This paper cites MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions.

Context-DPO: Aligning Language Models for Context-Faithfulness MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.462917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.462917Z digest=sha256:5e94a96362c63c2098ea2a68c2e19fbb68d9daa2499d7ce6d605c0a6cf4e3c08

Observation 0285d2e4-65c3-41b0-b3aa-dcdee2b81bdb · outbound

This paper cites Context-faithful Prompting for Large Language Models.

Context-DPO: Aligning Language Models for Context-Faithfulness Context-faithful Prompting for Large Language Models

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.470829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.470829Z digest=sha256:0e93a106ec0ebeec162c0d9b922941db785b27d07d0361fa1746fa5e4390b79e

Observation e75ba531-e494-4d3d-8fe7-ca1e3e44b985 · outbound

This paper cites Modifying Memories in Transformer Models.

Context-DPO: Aligning Language Models for Context-Faithfulness Modifying Memories in Transformer Models

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.476585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.476585Z digest=sha256:abd1d1ef72c5d493123a336e22f75627b031b124e6f21fa4bc9efdbb09821198

Observation b412904b-e031-4842-b3d5-e3991632b96a · outbound

This paper cites online" 'onlinestring :=.

Context-DPO: Aligning Language Models for Context-Faithfulness online" 'onlinestring :=

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.483673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.483673Z digest=sha256:8f67d5dfa4004d91442a889f3a4316e1530eda055796642fcd969ed3fcb6d708

Observation ab39bd4f-f79f-4af7-a517-356a00a76beb · outbound

This paper cites write newline.

Context-DPO: Aligning Language Models for Context-Faithfulness write newline

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-11T13:08:34.495360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T13:08:34.495360Z digest=sha256:7a6b7b34d3b8882f19d87267bd97a903a35c5b1f22eb9257cded953d90dee8b7

Pith citing papers

Observation 0dba2d48-5e9d-4c4e-a291-990792bbc330 · inbound

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement cites this paper.

Exploiting Contextual Knowledge in LLMs through V-usable Information based Layer Enhancement Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T11:27:36.377461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-16T11:27:36.377461Z digest=sha256:fee1ce013a71d807a09d8d5d589376af2e5f5a65ccdb6f77a2882a7a7124e501

Observation d1c4cfa7-18cc-4d9a-ad5c-4e54c2254471 · inbound

ConSens: Assessing context grounding in open-book question answering cites this paper.

ConSens: Assessing context grounding in open-book question answering Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-16T04:58:39.451082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-16T04:58:39.451082Z digest=sha256:040c98c1da80b863a1649dcbe45c070c263293c77c31100ec9473c6fb77c66e4

Observation 3ab93836-3b06-485c-b764-c8e80f7dc7b5 · inbound

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization cites this paper.

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-15T21:06:21.333355Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:06:21.333355Z digest=sha256:b78414776ab85853ac177d4b1eeac262edd48cb0266c75440ec53ed78fb9e4ec

Observation e1700061-75a5-4274-8994-3747b23cc3a0 · inbound

Large Language Models as Computable Approximations to Solomonoff Induction cites this paper.

Large Language Models as Computable Approximations to Solomonoff Induction Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T15:16:51.849593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T15:16:51.849593Z digest=sha256:7f107709f87f032d83eb86d12860241750dc1b27745b861d82878b3db7d5a4c6

Observation 5faf9fb3-54ce-4de8-99ab-631bf7637757 · inbound

RACE-Align: Retrieval-Augmented and Chain-of-Thought Enhanced Preference Alignment for Large Language Models cites this paper.

RACE-Align: Retrieval-Augmented and Chain-of-Thought Enhanced Preference Alignment for Large Language Models Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T11:21:39.613828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:21:39.613828Z digest=sha256:45eede2d96a159d3b18ebd5f433e9c328e65b203eced0e1162b03cb73eb75106

Observation 640f9d77-5fa3-455f-a03f-f65668e4ed23 · inbound

FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation cites this paper.

FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T05:03:06.306782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:03:06.306782Z digest=sha256:fe9f35c8c9a0e0e1e81616de2ee9ab8efa782dcf2018b5ddb525074a448fc704

Observation f59ad788-0f86-47f1-9215-c4ff14cec8d3 · inbound

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation cites this paper.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:12.688048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T12:33:12.688048Z digest=sha256:8f23e1a812e94eb8897b8c091f8c09c352cb8187ec442e562afd966e1e5d0e89

Observation 81252269-68f7-455b-acf3-fd21917f19c9 · inbound

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning cites this paper.

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T16:19:43.553312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T16:19:43.553312Z digest=sha256:f063615f5ec8c184de9773a52a9f63be5bf7d09ba31d4c2b3238705f6e681f65

Observation 283112c6-4251-457e-a8cf-f6bc4414963f · inbound

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation cites this paper.

Beyond Correctness: Rewarding Faithful Reasoning in Retrieval-Augmented Generation Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-04T09:50:43.166440Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T09:50:43.166440Z digest=sha256:b25eca8d981cd9ce77a4d0fe17127ae1ace941e1a67bf4ea0e825cdeda5a4b44

Observation 8b07a361-d700-4e4d-85a0-8d515b629af1 · inbound

Trust or Abstain? A Self-Aware RAG Approach cites this paper.

Trust or Abstain? A Self-Aware RAG Approach Context-DPO: Aligning Language Models for Context-Faithfulness

Reference 3

Resolution
verified exact
arxiv_id, observed 2026-05-20T23:03:50.366408Z

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.

source=pdf_text observed=2026-05-20T23:02:58.671115Z digest=sha256:811d30c009620570af41ec3f5d2e8d9237df4db3a738e212839d27d8856aaced