Paper Citation Record · LEDGER

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps

As of 6 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2604.19565.

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

pith.paper-citation-record.v1
2604.19565 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-10T01:56:44.270045Z

measured 31 of 31 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

31 of 31 outbound references displayed

verified exact22
verified fuzzy1
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 82321db6-dca4-4621-a363-fed36e84ed22 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , year =.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Findings of the Association for Computational Linguistics: ACL 2025 , year =

Reference 1

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.283598Z

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.

Observation 3581aa75-b90b-4792-819a-b668fd143c62 · outbound

This paper cites SeamlessM4T: Massively Multilingual & Multimodal Machine Translation.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps SeamlessM4T: Massively Multilingual & Multimodal Machine Translation

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:04.966359Z

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.

Observation 0782aab3-11e8-4b04-9614-0493a4a67d1c · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.608991Z

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.

Observation 379bf1c0-009b-4650-8aa5-53fd72a14951 · outbound

This paper cites Qwen2-Audio Technical Report.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Qwen2-Audio Technical Report

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-11T13:21:04.980768Z

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.

Observation 59f949c4-bf7d-4276-a47e-6f5d46f7cf43 · outbound

This paper cites URL https: //doi.org/10.18653/v1/2024.emnlp-main.84.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps URL https: //doi.org/10.18653/v1/2024.emnlp-main.84

Reference 5

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.292049Z

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.

Observation 7a3fe9cb-d072-493d-b2ec-9444236f2226 · outbound

This paper cites Unsupervised Cross-lingual Representation Learning at Scale , booktitle =.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unsupervised Cross-lingual Representation Learning at Scale , booktitle =

Reference 6

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.294055Z

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.

Observation f41d2b04-5582-4c5f-baab-9aa025c9e7c3 · outbound

This paper cites FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:04.999089Z

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.

Observation 82b1c253-66be-4b26-b68f-12fbe7c13af1 · outbound

This paper cites Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:05.008050Z

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.

Observation 2b150acb-e04a-4296-ae08-8c3c7262c100 · outbound

This paper cites Guerreiro, Duarte M.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Guerreiro, Duarte M

Reference 9

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.290309Z

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.

Observation f1bdbf1c-de36-4794-983e-0e6dfb4a68af · outbound

This paper cites and Rei, Ricardo and Stigt, Daan van and Coheur, Luisa and Colombo, Pierre and Martins, André F.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps and Rei, Ricardo and Stigt, Daan van and Coheur, Luisa and Colombo, Pierre and Martins, André F

Reference 10

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.287051Z

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.

Observation 44d8acfa-63e6-4878-9dd6-46bf26dab611 · outbound

This paper cites Guerreiro, Elena Voita, and Andr \'e Martins.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Guerreiro, Elena Voita, and Andr \'e Martins

Reference 11

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.288737Z

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.

Observation 66789414-215c-4c37-9618-50b19cca4021 · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.624544Z

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.

Observation fb09da65-a5fe-4e98-9d15-15f562d5a699 · outbound

This paper cites A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps A Survey of Uncertainty Estimation in LLMs: Theory Meets Practice

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:04.944450Z

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.

Observation 046abf03-3e62-42d8-8fc2-538e582ad326 · outbound

This paper cites SHALLOW : A hallucination benchmark for speech foundation models.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps SHALLOW : A hallucination benchmark for speech foundation models

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:04.928352Z

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.

Observation 4f9fdba7-45f9-42b5-9790-595550923bca · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.627243Z

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.

Observation 256912e3-6864-4baf-9ea3-8de8e581005e · outbound

This paper cites Voxtral.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Voxtral

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:04.863844Z

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.

Observation 2b9bef99-7fe5-40d5-a55c-292dd7b2669c · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.631690Z

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.

Observation 71ea847f-7e9e-4209-b040-1d0a4d247b7c · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 18

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.274489Z

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.

Observation 43e5674e-8c36-4338-a6bc-4123c030d7ca · outbound

This paper cites Pedregosa, G.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Pedregosa, G

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-23T01:35:20.635040Z

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.

Observation 75f38f8a-5509-4880-9352-44ce2ae8f99c · outbound

This paper cites In: Bojar, O., Chatterjee, R., Federmann, C., Haddow, B., Hokamp, C., Huck, M., Logacheva, V., Pecina, P.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps In: Bojar, O., Chatterjee, R., Federmann, C., Haddow, B., Hokamp, C., Huck, M., Logacheva, V., Pecina, P

Reference 20

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.276496Z

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.

Observation 965945c2-e9ae-4670-b67c-89576ed69bc3 · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.612262Z

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.

Observation 982f74f7-e09b-4ddf-a654-ad042d7277eb · outbound

This paper cites The Curious Case of Hallucinations in Neural Machine Translation.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps The Curious Case of Hallucinations in Neural Machine Translation

Reference 22

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.278136Z

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.

Observation 5aaea2c4-6090-4f49-865c-36bfe0f057b7 · outbound

This paper cites Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks

Reference 23

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.281840Z

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.

Observation f072b664-c905-49b2-8f95-ef842c0a7918 · outbound

This paper cites Retrieval Augmentation Reduces Hallucination in Conversation.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Retrieval Augmentation Reduces Hallucination in Conversation

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:04.891659Z

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.

Observation d81f3d87-d648-43f7-97cb-127b62b3fc22 · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.615579Z

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.

Observation ce8dd355-5a88-4534-8edd-8f1934524142 · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.618765Z

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.

Observation 2aa42d5c-1515-4672-a67d-068f1697bdae · outbound

This paper cites Benchmarking Uncertainty Quantification Methods for Large Language Models with LM -Polygraph.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Benchmarking Uncertainty Quantification Methods for Large Language Models with LM -Polygraph

Reference 27

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.279968Z

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.

Observation 29f077b8-4b70-41fc-ab6c-4cf7029640ab · outbound

This paper cites Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-19T17:10:43.143908Z

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.

Observation 5cb9326c-240c-4473-b78a-d697d098385f · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 29

Resolution: verified exact; doi, observed 2026-05-10T02:32:50.285287Z

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.

Observation 7603601e-6662-4dce-9c14-391429c94f75 · outbound

This paper cites an unresolved cited work.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-05-23T01:35:20.621869Z

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.

Observation df1e5736-ecfe-4385-9bf7-ce64d52a004e · outbound

This paper cites Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down.

Detecting Hallucinations in SpeechLLMs at Inference Time Using Attention Maps Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-11T13:21:05.020020Z

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.

Pith citing papers

No inbound Pith citation observations are available.