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Paper Citation Record · LEDGER

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI

As of 18 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 2 inbound Pith citation observations for arXiv:2501.06129.

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

pith.paper-citation-record.v1
2501.06129 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:09:34.324232Z

measured 19 of 19 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:25:10.569491Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T09:05:59.010811Z

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy11
  • unresolved6
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 55b73226-d93f-4efe-81a7-6387020a4733 · outbound

This paper cites We also implemented intent recognition and slot filling enhanced by the rich contextual information coming from our state tracking.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI We also implemented intent recognition and slot filling enhanced by the rich contextual information coming from our state tracking

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.373598Z

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=2026-08-10T21:09:34.324232Z digest=sha256:f9e3d2ceea520dc6d099ffb2492b9983923532342b8a078e3c3bf254afacde8f

Observation f519cb05-6125-4ba8-92ab-bb8eaf2d6193 · outbound

This paper cites In Pro- ceedings of the 2022 Conference on Empirical Meth- ods in Natural Language Processing, pages 11993– 12006, Abu Dhabi, United Arab Emirates.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In Pro- ceedings of the 2022 Conference on Empirical Meth- ods in Natural Language Processing, pages 11993– 12006, Abu Dhabi, United Arab Emirates

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.482761Z

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=2026-08-10T21:09:34.279344Z digest=sha256:7b74cf8534067e5e64082414b09fc4eb7c9cc614ff552cf8de7708ccde1afee6

Observation 46260c99-f798-40e6-89a5-585b7a795ba4 · outbound

This paper cites In 2003 IEEE Work- shop on Automatic Speech Recognition and Under- standing (IEEE Cat.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In 2003 IEEE Work- shop on Automatic Speech Recognition and Under- standing (IEEE Cat

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.462784Z

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=2026-08-10T21:09:34.288136Z digest=sha256:89db82acb292429575df3a61ca74294b16b7822462f10c07b375fb1a88136cc9

Observation 0b57aa43-1750-45a5-ba52-ce8222a15c63 · outbound

This paper cites an unresolved cited work.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:09:34.430323Z

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=2026-08-10T21:09:34.302529Z digest=sha256:e5ccaabf32345312594724ad05de76749f7461d90f1cfb36c130b2741a7f6463

Observation 34a3005e-a5f1-4940-8cfa-35f28e89da02 · outbound

This paper cites an unresolved cited work.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:09:34.418283Z

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=2026-08-10T21:09:34.305804Z digest=sha256:9abdf8d1131635d73959bb4ac26bfeac3a8fce9e42eb81aa6fdbd33615515458

Observation 60f052f2-1bf9-471f-895e-f21833c6f168 · outbound

This paper cites an unresolved cited work.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:09:34.395975Z

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=2026-08-10T21:09:34.313262Z digest=sha256:9558d8c87e92ee622c8a9028dc48465daebbcb539f6f6dace8632a7d380ae2fe

Observation f41113cd-f5ee-45f6-854e-05a15fc30ed8 · outbound

This paper cites In ICASSP 2020-2020 IEEE International Confer- ence on Acoustics, Speech and Signal Processing (ICASSP), pages 6349–6353.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In ICASSP 2020-2020 IEEE International Confer- ence on Acoustics, Speech and Signal Processing (ICASSP), pages 6349–6353

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.385033Z

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=2026-08-10T21:09:34.320217Z digest=sha256:72356fa33f92e4ef01bf0105ad3b36af7992b612557a7f9c979396f0dda7045a

Observation 7e92301e-90c5-44d4-88bd-cc9a36861fd4 · outbound

This paper cites In Proceedings of the 2003 ACM SIGMOD international conference on Management of data, pages 313–324.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In Proceedings of the 2003 ACM SIGMOD international conference on Management of data, pages 313–324

Reference 2003

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.502760Z

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=2026-08-10T21:09:34.270645Z digest=sha256:31e2c503cf8d60ecd1cfc4f9f99942760363893bf08fac3484660730265ad29f

Observation 59a4c3e2-d715-42ab-873c-1ee14c3114ed · outbound

This paper cites In Proceedings of HLT-NAACL 2004: Short Papers , pages 85–88, Boston, Massachusetts, USA.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In Proceedings of HLT-NAACL 2004: Short Papers , pages 85–88, Boston, Massachusetts, USA

Reference 2004

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.407215Z

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=2026-08-10T21:09:34.309727Z digest=sha256:9a474a8e2151b46ef1a4b416ec0ab0ead2d27b647bedb133bfe41b858c2d238c

Observation 6aca0983-bf33-4d5f-8c99-64957d01b4ab · outbound

This paper cites In 2006 IEEE Spoken Lan- guage Technology Workshop, pages 174–177.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In 2006 IEEE Spoken Lan- guage Technology Workshop, pages 174–177

Reference 2006

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.452621Z

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=2026-08-10T21:09:34.292005Z digest=sha256:75a5af7d5b45c9d7ee8e18dba23bf6c9d2e475f14d25b19863d570f3f380ca06

Observation e6f26bfc-40d4-4c77-a513-39d3160ce8ec · outbound

This paper cites WikiHow: A Large Scale Text Summarization Dataset.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI WikiHow: A Large Scale Text Summarization Dataset

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-10T21:09:34.295318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:09:34.295318Z digest=sha256:bbcbbeb1120476d51f5e7e37dae9b1c8cb0e6e01bc48575e068a0e1bf1baf1e8

Observation 7a1a2eab-32de-425e-9b32-3a15475d83b4 · outbound

This paper cites an unresolved cited work.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI Unresolved cited work

Reference 2019

Resolution
unresolved
raw_fallback, observed 2026-08-10T21:09:34.493144Z

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=2026-08-10T21:09:34.275236Z digest=sha256:71b4534b3920510b212064eb24e0b8382614ff8a3b32c51c703a9249f7b63f9f

Observation 15db4904-3cf0-422f-aa2a-595269df64f0 · outbound

This paper cites MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-10T21:09:34.316376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T21:09:34.316376Z digest=sha256:5bb03bb1ae959b91977a089a954f50febfd22f94a9ce7e82ce163ff0c7d04f46

Observation e4ba4f50-4cd9-42b7-9eb8-9f7bc89e0ed2 · outbound

This paper cites In 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), pages 236–243.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), pages 236–243

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.522263Z

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=2026-08-10T21:09:34.261393Z digest=sha256:a637488fe4dde758b031150a7f1107328eabc408d2668b3a733eeb9518bd1873

Observation 44dd7370-1ce6-48b7-9362-149bff1c4f49 · outbound

This paper cites In Proceedings of the 2022 Confer- ence on Empirical Methods in Natural Language Pro- cessing: Industry Track, pages 398–408, Abu Dhabi, UAE.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In Proceedings of the 2022 Confer- ence on Empirical Methods in Natural Language Pro- cessing: Industry Track, pages 398–408, Abu Dhabi, UAE

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.512136Z

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=2026-08-10T21:09:34.266260Z digest=sha256:dbfc11fe3bea0600f68aa5a9e07987bf31a43be80f5d8d87ee8cc37136747b13

Observation f92cb3e0-387a-468e-a1c8-3307f3f3b857 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2023 , pages 5540–5553, Toronto, Canada.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In Findings of the Association for Computational Linguistics: ACL 2023 , pages 5540–5553, Toronto, Canada

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.472709Z

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=2026-08-10T21:09:34.283922Z digest=sha256:b0620879815ab1bf9e4be2edd293079dd660118e5e9cf5de7a251ea89cf2f148

Observation 761efd68-c050-43ab-9065-51295aa40fe0 · outbound

This paper cites In ICASSP 2024-2024 IEEE International Confer- ence on Acoustics, Speech and Signal Processing (ICASSP), pages 11001–11005.

Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI In ICASSP 2024-2024 IEEE International Confer- ence on Acoustics, Speech and Signal Processing (ICASSP), pages 11001–11005

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T21:09:34.441818Z

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=2026-08-10T21:09:34.299314Z digest=sha256:f9d193d70595efe82173166a783fec3334c14fa9c0c7d89aa0c1c963c8063b11

Pith citing papers

Observation d0d508be-46fd-460b-bd3b-c826059e755c · inbound

BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM cites this paper.

BR-ASR: Efficient and Scalable Bias Retrieval Framework for Contextual Biasing ASR in Speech LLM Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T14:25:10.569491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:25:10.569491Z digest=sha256:6df3d7328371c879aa6d5323d1e96bfe7ff811e691b42668d88601557305e007

Observation 094f0c12-27bc-4b9e-90dd-f33bd48590d3 · inbound

Utterance-Level Methods for Identifying Reliable ASR-Output for Child Speech cites this paper.

Utterance-Level Methods for Identifying Reliable ASR-Output for Child Speech Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI

Reference 33

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:05:59.013327Z

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=2026-05-10T16:16:30.131027Z digest=sha256:b3e190d1d36d661124c06c5a29135ea1f183ebee4c9b0155cc3e1d7da51c6684