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Paper Citation Record · LEDGER

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

As of 14 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 7 inbound Pith citation observations for arXiv:2506.07233.

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

pith.paper-citation-record.v1
2506.07233 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:44:10.480282Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 7 of 7 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T22:29:14.269536Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T11:59:50.290848Z

Reference resolution

44 of 44 outbound references displayed

  • verified exact1
  • verified fuzzy21
  • unresolved22
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8c6e7f9-d75f-4df7-b1fa-cdae18da419c · outbound

This paper cites GPT-4 Technical Report.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding GPT-4 Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:04.142125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e08edad2-7c11-4f0f-9dec-6f9f3b287697 · outbound

This paper cites Instruction Tuning with GPT-4.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Instruction Tuning with GPT-4

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:04.240396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 184adbf7-613d-4dc4-bec7-810e569f549c · outbound

This paper cites Qwen2 Technical Report.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Qwen2 Technical Report

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:04.396173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:04.396173Z digest=sha256:3bae979a66475b03aa9b2773fc9227ec22a479cb7109df2d3d22e41a2b6569ba

Observation ac81100f-3189-4368-a34d-4d775c209d89 · outbound

This paper cites The Llama 3 Herd of Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding The Llama 3 Herd of Models

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:04.530317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:04.530317Z digest=sha256:0366545de1aa04ff35e81e65faade8a5881a8874b10494bbf98cc3cccf5dd898

Observation 0a48ea81-f1b3-4869-ad69-65d02e2956a7 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Gemini: A Family of Highly Capable Multimodal Models

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:04.678145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:04.678145Z digest=sha256:18ec3dc08ac1680889f8a9450116737cf1a5eba2731a09a218722f77adbe6dfd

Observation 0b6baaa9-bbf9-4aac-9490-ef1253d8dab1 · outbound

This paper cites A survey on multimodal large language models,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding A survey on multimodal large language models,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:04.819666Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:04.819666Z digest=sha256:eea196d72ecc8f1fc75f04a561387e64df0c6bfe9d6e79e4fd9c227e799ddeda

Observation d0efa4cd-ef80-48c2-b7e1-331e26453892 · outbound

This paper cites The revolution of multimodal large language models: A survey,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding The revolution of multimodal large language models: A survey,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:17.069091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation aec49515-d614-4fbc-962b-f675cc95d08c · outbound

This paper cites MM-LLMs: Recent advances in MultiModal large language models,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding MM-LLMs: Recent advances in MultiModal large language models,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:16.797828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:05.121093Z digest=sha256:5f9d8b6b3f367b6d05db1f4412c2c06fa08fcef73fb0ec3f46ec8f52e4a8ed0f

Observation 7254b5ee-ff5d-4faf-aff2-834ce2265a28 · outbound

This paper cites Audiopalm: A large language model that can speak and listen,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Audiopalm: A large language model that can speak and listen,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:16.553431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:05.242153Z digest=sha256:0adad0b5d1525b429a1250cccffb2f022398f5132fc9dc20dcf68df04179897a

Observation 1f2d2bf2-d587-4c56-93ad-6385531df8ce · outbound

This paper cites Joint audio and speech understanding,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Joint audio and speech understanding,

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:05.393012Z digest=sha256:fbd3d88ce91732c2f11aaa9a02df1209c6949d47dab152849561c40a229f21e2

Observation b171b459-d399-4978-a7c5-70aa1432a23b · outbound

This paper cites Desta: Enhancing speech language models through descriptive speech-text alignment,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Desta: Enhancing speech language models through descriptive speech-text alignment,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:15.985147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:05.493382Z digest=sha256:f4bd2750a26831c31d7eeeb28126e58e12f83c3c73b74e49344108569d271f58

Observation db89d6af-be38-4804-96b6-5c05a4d4f929 · outbound

This paper cites Developing instruction-following speech language model without speech instruction-tuning data,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Developing instruction-following speech language model without speech instruction-tuning data,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:15.624731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:05.645453Z digest=sha256:55715e35543fbf9642ecf9275538d3af6fc157dc61504257cbb6373bef514c9f

Observation 6d199855-642a-4599-9749-1137bc1b1cd0 · outbound

This paper cites Audio flamingo 2: An audio-language model with long-audio understanding and expert reasoning abilities,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Audio flamingo 2: An audio-language model with long-audio understanding and expert reasoning abilities,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:15.365846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:05.893989Z digest=sha256:1608a6d0380c1604ba722d2d799d93e5dad8223d6ebdc4680a2febf488cb1747

Observation 823d1c69-6970-4ba7-b0a1-5ed8a329b4bc · outbound

This paper cites On The Landscape of Spoken Language Models: A Comprehensive Survey.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding On The Landscape of Spoken Language Models: A Comprehensive Survey

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:06.217467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:06.217467Z digest=sha256:a7086e0d0b2789e5079e34a6f8806ada545be2989617fa61bc9564645bfc3851

Observation b1802c34-c9ff-409e-867a-8add9b25d91a · outbound

This paper cites Dynamic-superb: Towards a dynamic, collaborative, and comprehensive instruction-tuning benchmark for speech,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Dynamic-superb: Towards a dynamic, collaborative, and comprehensive instruction-tuning benchmark for speech,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:15.056184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:06.317775Z digest=sha256:d3ec068e97790d1245a91b3ab2b89fb58a24d1afc01fe136303daf6bf6bca9a4

Observation e7566184-2b90-4bde-a94e-8662c15552ec · outbound

This paper cites Dynamic-superb phase-2: A collabo- ratively expanding benchmark for measuring the capabilities of spoken language models with 180 tasks,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Dynamic-superb phase-2: A collabo- ratively expanding benchmark for measuring the capabilities of spoken language models with 180 tasks,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:14.750706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:06.522350Z digest=sha256:b2ea20c2ab13c1c5068957e772368523881a7e25bf66b3106511576988827f3d

Observation f5d8ecca-a513-461f-9792-b84d89d54f4a · outbound

This paper cites MMAU: A massive multi- task audio understanding and reasoning benchmark,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding MMAU: A massive multi- task audio understanding and reasoning benchmark,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:14.472031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:06.721828Z digest=sha256:5337b1bf855758c69c8bae6c35732df309ed73f3eae098568c3c0674cfe1f965

Observation 3d7972e2-000d-4c3b-9f50-2eb310168e9e · outbound

This paper cites SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding SAKURA: On the Multi-hop Reasoning of Large Audio-Language Models Based on Speech and Audio Information

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:06.889837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:06.889837Z digest=sha256:dcab54b8b498e90b16a12d06ff8d939698b499a639b1d76e4e74fb1c209c0bda

Observation 1ad376c4-3a8e-4981-8ca3-f65ffccfa198 · outbound

This paper cites Audiobench: A universal benchmark for audio large language models,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Audiobench: A universal benchmark for audio large language models,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:14.120800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:07.031629Z digest=sha256:dba325967645106a49def7789f4460b6269d83399e7ec48de91adec7f8819a71

Observation 1a60aa09-09cb-4f01-bf86-b41c558d1563 · outbound

This paper cites VoiceBench: Benchmarking LLM-Based Voice Assistants.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding VoiceBench: Benchmarking LLM-Based Voice Assistants

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:07.174236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 52077cfc-9568-4d9a-bf7a-25679a339079 · outbound

This paper cites Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:07.316429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:07.316429Z digest=sha256:6c431daf929f2afaa4cb7cdaab23b177bc89c8157ad7b450615fe5e7c0c445af

Observation 0a48afa0-23b6-4359-9da7-08509f48dce4 · outbound

This paper cites Understanding sounds, missing the questions: The challenge of object hallucination in large audio-language models,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Understanding sounds, missing the questions: The challenge of object hallucination in large audio-language models,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:13.802778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation 6b2894a5-19ad-4c90-9e73-2d80437de48a · outbound

This paper cites Can large audio-language models truly hear? tackling hallucinations with multi-task assessment and stepwise audio reasoning,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Can large audio-language models truly hear? tackling hallucinations with multi-task assessment and stepwise audio reasoning,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:13.555784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:07.618388Z digest=sha256:15588bf783878cc67eda679422425481b23a3f4f5d36198d0c4b373d52e8cfac

Observation 3bd44b3a-78b3-43ed-a2ae-99b561c35359 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,

Reference 25

Resolution
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no resolver link, observed 2026-08-07T05:44:07.752500Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:07.752500Z digest=sha256:852927cbf800575533255e0f23398fc0e7011de5d5a305dde4cf51af4dab2375

Observation 17bf85ea-edd6-4bdb-a121-c74c51228da2 · outbound

This paper cites Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:07.897650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:07.897650Z digest=sha256:74355e860a3cd726b150e515b97a8a9765da84efc04ac06f2e71a5f5c46dc97c

Observation bbb01081-e6b5-4ceb-833a-0f4870c5e6ea · outbound

This paper cites A Survey of Hallucination in Large Foundation Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding A Survey of Hallucination in Large Foundation Models

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:07.998750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:07.998750Z digest=sha256:011366c3941c93ef2bcf85e48fb27630fffb8600b65023190d4c38ef9a992445

Observation 0752f688-02e4-4722-b11c-67835028a411 · outbound

This paper cites A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:13.256680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

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Observation b1951685-0dca-4ca2-a233-c7ecd738c91f · outbound

This paper cites Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Speech-IFEval: Evaluating Instruction-Following and Quantifying Catastrophic Forgetting in Speech-Aware Language Models

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:08.447266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:08.447266Z digest=sha256:6d420a9aa5c53f753a80e82a8f98d70a853cfd120aa46ca0795fb682e1455cf0

Observation d743b7d7-4b1a-47e7-ae83-a56c69dca409 · outbound

This paper cites Available: http://dx.doi.org/10.1145/3703155.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Available: http://dx.doi.org/10.1145/3703155

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:08.330522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:08.330522Z digest=sha256:80ec056bb66e4a103d13276754f5cb67e3f62a824483eea9bc612d2b9d79026e

Observation 134ae7fa-c790-4b67-994a-2ca2ccc3e0b0 · outbound

This paper cites Retrieval- augmented generation for knowledge-intensive nlp tasks,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Retrieval- augmented generation for knowledge-intensive nlp tasks,

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:08.748512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:08.748512Z digest=sha256:411649d079db1c910d980b6ebbdecf655ba8b2fe5c2bb575718d21d67e934a93

Observation 14eb1a3e-e660-4a27-9f9c-e61542d76ad9 · outbound

This paper cites Trusting your evidence: Hallucinate less with context-aware decoding,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Trusting your evidence: Hallucinate less with context-aware decoding,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:12.935278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:08.615390Z digest=sha256:fcd4317522cd5deba6ce12d41f9b471ad6af518b4a7f88ea18ff9816b2582a52

Observation 54904445-7f21-4cbd-a2b6-0783433a9b68 · outbound

This paper cites Contrastive decoding: Open-ended text generation as optimization,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Contrastive decoding: Open-ended text generation as optimization,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:12.664636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:09.068216Z digest=sha256:3061fd596a119146a5f8e063a257ad82cc34b432096362ebfd0500ae81dc773c

Observation 262bf6ce-c372-422f-81dc-dcea2c5d9779 · outbound

This paper cites Retrieval-augmented generation for large language models: A survey,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Retrieval-augmented generation for large language models: A survey,

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:08.923088Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:08.923088Z digest=sha256:7503ed979ea3ae83578969c641bf2ff793479d3675f6557191699bf2309b4784

Observation 7632c80a-be19-4bd3-a261-7e522a73c7b7 · outbound

This paper cites Qwen2-audio technical report,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Qwen2-audio technical report,

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:12.083649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:09.342799Z digest=sha256:cfcd01934ca44e37152fa2af9c17f749fd3947546a0cfb3655507fc1c3309640

Observation ee45edca-8577-4179-b1b0-ba3931e83d89 · outbound

This paper cites Salmonn: Towards generic hearing abilities for large language models,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Salmonn: Towards generic hearing abilities for large language models,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:12.386040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:09.199554Z digest=sha256:7df32047f654165f4016c5e47cf45b45413056aaf6fee316983ae3620219bd83

Observation 991af41e-6448-4256-ac9f-4dcd6a0e199b · outbound

This paper cites Delta -- Contrastive Decoding Mitigates Text Hallucinations in Large Language Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Delta -- Contrastive Decoding Mitigates Text Hallucinations in Large Language Models

Reference 37

Resolution
verified exact
local_arxiv, observed 2026-08-07T05:44:10.787886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:09.718208Z digest=sha256:f1c1880bc9f0e6b853352afa792f1ab14d6dceee59d5fa740f32a803b10cc2ce

Observation bb6b8b00-07c7-46d2-bbbb-941342f9d5c1 · outbound

This paper cites Contrastive Decoding: Open-ended Text Generation as Optimization.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Contrastive Decoding: Open-ended Text Generation as Optimization

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:09.865978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:09.865978Z digest=sha256:0af7b734887cebd43378400c477c3fd96b2ed1c426b253d46057c9cb865b4fd1

Observation 629d1fe7-226f-46c4-8825-3020383852ab · outbound

This paper cites Clotho-aqa: A crowdsourced dataset for audio question answering,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Clotho-aqa: A crowdsourced dataset for audio question answering,

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:11.772062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:09.615352Z digest=sha256:bfa32992cffa55e685ba426422315d85acbcd39777704e29b3be0a81b9c5d8cf

Observation fe184b44-dd6c-4ace-8173-1840c999fcaa · outbound

This paper cites AudioCaps: Generating captions for audios in the wild.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding AudioCaps: Generating captions for audios in the wild

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:11.206873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:10.173732Z digest=sha256:d506ca91e1d0302228ae992e796fec9352fa8e86de5b88a364d25a44faf750ba

Observation 1e7ea3ef-2c95-4110-9f67-0acd3a1aa40b · outbound

This paper cites Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Clotho-AQA: A Crowdsourced Dataset for Audio Question Answering

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:10.346543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:10.346543Z digest=sha256:6ef74bebb1ea5618e8b07d63cc07c5b9ffb454499ca74efc0dc339c5653fddac

Observation 16a51123-4f39-4942-8da8-be53c942bfc7 · outbound

This paper cites Finetuned language models are zero-shot learners,.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Finetuned language models are zero-shot learners,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:44:11.497941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T05:44:09.965594Z digest=sha256:cc13b3d74062d2839aa962447aaf142c51824308c89a0d5790b4334678637e0a

Observation 35dd95bc-b865-4e6f-820e-d04d7078e991 · outbound

This paper cites On the Audio Hallucinations in Large Audio-Video Language Models.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding On the Audio Hallucinations in Large Audio-Video Language Models

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:10.480282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:10.480282Z digest=sha256:06057c2cef50e6d3d39d01f98952e7fe3811c0f7ec00cefbe1b26c7c4a2e12ff

Observation 75023eb3-f5b6-4b5b-82a1-df13a24d6c4a · outbound

This paper cites Qwen2-Audio Technical Report.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Qwen2-Audio Technical Report

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:09.465678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:09.465678Z digest=sha256:b540378d73a47c5547a9a000cebb9eb7ac124d14cc816afa815b03ce0d8672c5

Observation faaf1430-0060-4ed1-99b9-2e4d8b354f35 · outbound

This paper cites Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities.

Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding Audio Flamingo 2: An Audio-Language Model with Long-Audio Understanding and Expert Reasoning Abilities

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-07T05:44:06.028974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:44:06.028974Z digest=sha256:88c84a633e298b64c9d210c834c8e41c0e377ed659f6a1b8ea8f6328478bf9ee

Pith citing papers

Observation 8237213e-27e0-40c7-ae58-b44b0174135d · inbound

ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models cites this paper.

ASPIRin: Action Space Projection for Interactivity-Optimized Reinforcement Learning in Full-Duplex Speech Language Models Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 39

Resolution
verified exact
arxiv_id, observed 2026-05-11T07:35:58.767529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T17:05:45.214298Z digest=sha256:81a662a0bccbfbd571cc811b1ecbe3b284e4a0f37fe1640b0a3f95f70de5e207

Observation 8aa52196-d75d-46e4-9250-f63e15d51196 · inbound

Mitigating Multimodal LLMs Hallucinations via Relevance Propagation at Inference Time cites this paper.

Mitigating Multimodal LLMs Hallucinations via Relevance Propagation at Inference Time Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 11

Resolution
verified exact
arxiv_id, observed 2026-05-11T10:31:01.691407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T15:27:23.591345Z digest=sha256:0f993fcf02ebc3236b7bdaaafddaad39d5f44f0df50e5f7d02e6ae2d8f0a514b

Observation a2fc1a32-6337-4012-a4a2-3f9d151564ee · inbound

Why Sampling Is Not Choosing: Intentionality, Agency, and Moral Responsibility in Large Language Models cites this paper.

Why Sampling Is Not Choosing: Intentionality, Agency, and Moral Responsibility in Large Language Models Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 38

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T14:18:23.018846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=arxiv_source observed=2026-06-27T07:06:09.694757Z digest=sha256:70183b924aea8d3bf7746c95dddd1bea77d4ce16cd41a9e3adcaa4efce446885

Observation 983188d8-d3a3-4f27-a65d-bbddca97c210 · inbound

CAAD: Contrastive Audio-Aware Distillation for Efficient Speech Language Models cites this paper.

CAAD: Contrastive Audio-Aware Distillation for Efficient Speech Language Models Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-07-04T11:59:50.295932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-26T07:28:54.731659Z digest=sha256:0ae6e115439e4b9dbc53501004ada6e277ccb2c182277b89be8805b3e01fabb4

Observation ed5100fd-7b10-490a-887b-713eabcd402a · inbound

Adaptive Perturbation Selection for Contrastive Audio Decoding cites this paper.

Adaptive Perturbation Selection for Contrastive Audio Decoding Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T17:07:12.164987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-07-02T16:59:50.615875Z digest=sha256:6f66015cf535a47a9460a9acee0d369f662f6f511671be683e43bd345c78be57

Observation 0bf97c73-03b4-4a5b-b749-61af2cdd2805 · inbound

Adaptive Perturbation Selection for Contrastive Audio Decoding cites this paper.

Adaptive Perturbation Selection for Contrastive Audio Decoding Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 2025

Resolution
unresolved
no resolver link, observed 2026-08-04T04:34:51.502690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T04:34:51.502690Z digest=sha256:03a8428176b6807c5dec1d16d0127e593a3fc71327e53d0acaa3ca1743311e85

Observation 7b130b7b-2306-4884-8602-1dcc328fd9c7 · inbound

From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs cites this paper.

From Inaudible Inputs to Model Failures: Low-Frequency Safety Risks in LALMs Reducing Object Hallucination in Large Audio-Language Models via Audio-Aware Decoding

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-11T22:29:14.269536Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-11T22:29:14.269536Z digest=sha256:e3df162f750b73f70d3b29e8a518d14277a5efca05d181c5bf3fbb4a6d0a55ed