Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:38:12.807048Z
Paper Citation Record · LEDGER
As of 13 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 0 inbound Pith citation observations for arXiv:2501.12979.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-10T16:38:12.807048Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
52 of 52 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation adb0455b-d170-4943-ab3b-b6f05da42b24 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction In Automatic Speech Recognition (ASR) systems, GenSEC acts as an effective post-processing step to enhance the accuracy [1, 2]
Reference 1
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 37d3dac7-fd80-4d5a-be7d-4c0ee8d96b34 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction LLMs have shown remarkable capabilities in understanding and genera t- ing natural language, making them well-suited for GenSEC tasks [10, 11, 5]
Reference 2
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a64a02be-5454-49e0-ab9f-0fa3e0d34777 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction We define a specific instruction template and use it to create FlanEC us - ing HyPoradise dataset and leveraging the n-best lists gener- ated by an ASR model
Reference 3
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Observation 531b5a96-7ef6-4ada-b29e-dda4407fca5f · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction We adapt the model at various scales, ranging from 250 mil- lion to 3 billion parameters, to assess the impact of scaling model parameters on GenSEC performance
Reference 4
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 76741111-7289-4de9-8323-f94dc683ad37 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 5
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Observation ffe54e84-ae1e-4fdf-9d82-a68f4e7d509a · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 6
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Observation 74c1a578-ec31-442b-905b-3ddbca65eb43 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 7
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Observation 9e6354f5-1a88-44dd-8fe5-75532a9a2a0a · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 8
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Observation 9bd0c4ef-7d20-4b9b-8518-2237f6b5a431 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 9
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation de96d1cc-38d5-4d66-8f87-63b4dbc94350 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 10
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation bded187f-5f71-44b5-b6c9-cbd1a6f20a98 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 11
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eb006eea-d519-463a-85b8-dbab4cecfdee · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The diversity of the data ensures that models are evaluated across a wide range of ASR domains, providing a compre- hensive assessment of their capabilities
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e7ebce5e-9395-4e50-88ef-985cfd0d9cf8 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The results ar e summarized in Table 2, where we compare the WER scores of FlanEC under different training settings, model sizes, a nd fine-tuning strategies
Reference 13
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9b099541-5c31-426c-b43f-2515bdd01092 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 14
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation df01f502-33b4-4f93-a38f-0e1f6e2cec6f · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction A comparison of techniques for language model inte- gration in encoder-decoder speech recognition,
Reference 15
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 48b4d6f8-d981-4f68-8d6a-4d34703f0af1 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction An analysis of incorporating an external language model into a sequence-to-sequence model,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 51c1be79-89ba-455d-8713-551d44b9e44a · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Mondegreen: A post-processing so- lution to speech recognition error correction for voice search queries,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 35f85d39-a96a-4fda-932b-26ecb9370b03 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Robust speech recognition via large-scale weak supervision,
Reference 18
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 601cad39-3f54-48ae-ac80-aa989cf4bd75 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Scaling instruction-finetuned language models,
Reference 19
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8bd57e48-1155-475f-b6f7-8390226682c9 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction CoEdIT: Text editing by task-specific instruc- tion tuning,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1b610089-ba50-4ea5-a04d-348a12ce42eb · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Hyporadise: An open baseline for generative speech recognition with large language models,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 51012699-8fb1-4ce4-8626-69fd0951117a · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction LoRA: Low-Rank Adaptation of Large Language Models
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7151eb8a-c447-4c83-a3a4-23cceaac56df · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The CoNLL-2014 shared task on grammatical error correction,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 375f043b-c629-40b6-aabb-74d10e1c8421 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction LLaMA: Open and Efficient Foundation Language Models
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d3fb4ee6-43d7-43a5-95c8-cce499c3c70d · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Language models are few-shot learners,
Reference 25
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 87d7b34e-d9c1-47d8-8124-439a8258b4d3 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Genera- tive speech recognition error correction with large lan- guage models and task-activating prompting,
Reference 26
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 438dd60a-1b33-4364-8310-e4af9f4f53ee · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Cross-task generalization via natural language crowdsourcing instructions,
Reference 27
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 82a31335-9054-4695-927c-158b5b526ef5 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction A survey for in-context learning,
Reference 28
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 8abc8845-59f0-48ed-856c-c004f3400b02 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Chain-of-thought prompting elicits reasoning in large language models,
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2c6ec64-16e3-414d-b2e4-84fdb2f20817 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Can whisper perform speech-based in-context learn- ing?,
Reference 30
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29777efa-54ec-401d-848c-e7f253754eaf · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Emergent abilities of large language models,
Reference 31
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7df05d53-31a1-4550-947c-70487655f1ca · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Large language models are efficient learners of noise-robust speech recognition,
Reference 32
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1a3d512b-ce69-4b1b-8e9a-1160f63064ae · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Towards asr robust spoken language understand- ing through in-context learning with word confusion networks,
Reference 33
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 628c966b-8fc6-4a7b-b04d-c104508dc9c4 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Few-shot fine-tuning vs. in-context learning: A fair comparison and evalua- tion,
Reference 34
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f358a588-0ff2-4954-88a5-ea299239ccbf · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Exploring the limits of transfer learning with a unified text-to-text transformer,
Reference 35
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 7d1db593-6e03-45cd-984b-0c8fb75a49bc · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction InstructEval: Towards holistic evaluation of instruction-tuned large language models,
Reference 36
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation af4a04cc-586b-4405-95f0-a169a36d1cca · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e6a74cb3-939e-4962-8dbb-bf56710b3c92 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The design for the Wall Street Journal-based CSR corpus,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation dd2e3449-9da7-4c22-908e-d987b68b3c0d · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The A TIS spoken language systems pi- lot corpus,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 03ee5f6a-efa2-475d-924c-2f66a3f351ba · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The 4th chime speech separation and recognition challenge,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a56b7680-c3b2-405c-833a-f9cde2db6067 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Ted-lium 3: Twice as much data and corpus repartition for ex- periments on speaker adaptation,
Reference 41
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f58275d4-d901-4a2d-8bde-95880eb3e7e5 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Unresolved cited work
Reference 42
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 76f753ba-b6f5-4e72-9dcb-d5a0b98c43f0 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Common voice: A massively-multilingual speech cor- pus,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f57d0c37-72d6-45e0-bd2d-278c6b138462 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Switchboard: Telephone speech corpus for re- search and development,
Reference 44
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e802d325-de35-454f-86a9-dbb077802fba · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Lip reading sentences in the wild,
Reference 45
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 4eb0fae8-34b4-42be-ad25-9acc44a7d7b5 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction The corpus of regional african american language,
Reference 46
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 90849583-ec64-4aa8-be55-9162573eff19 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Decoupled weight decay regularization,
Reference 47
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c7aef7b1-d10d-40b2-af65-407861fcde15 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Transformers: State-of-the-art natu- ral language processing,
Reference 48
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b5765780-3849-4a74-ab78-403e542144ae · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Few-shot parameter-efficient fine-tuning is bet- ter and cheaper than in-context learning,
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 67079f88-ffdd-474b-bc9b-5fa889e61245 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Racial disparities in automated speech recognition,
Reference 50
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1083324a-53f8-4ee8-86d0-ea7cd6298715 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Uneven success: automatic speech recognition and ethnicity-related dialects,
Reference 51
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No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6d2a15ac-a0c7-4dd4-8b34-ddbbab6acc57 · outbound
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Quantifying the Role of Textual Predictability in Automatic Speech Recognition
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
No inbound Pith citation observations are available.