Paper Citation Record · LEDGER

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations

As of 20 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 1 inbound Pith citation observation for arXiv:2606.02615.

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

pith.paper-citation-record.v1
2606.02615 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-01T16:02:03.730543Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T00:48:21.716770Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

50 of 50 outbound references displayed

verified exact12
verified fuzzy21
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch9

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 100650ba-2af2-4dd0-bed3-df7ff5719387 · outbound

This paper cites 2024 , eprint=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2024 , eprint=

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.888270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5fb8da32-c882-44de-9a88-352d5d8e68cb · outbound

This paper cites Proceedings of the 2022 conference of the North American chapter of the Association for Computational Linguistics: Human Language Technologies , pages=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Proceedings of the 2022 conference of the North American chapter of the Association for Computational Linguistics: Human Language Technologies , pages=

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.904131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8a4b6628-df5f-4527-bc3e-2f11e12885a2 · outbound

This paper cites 2509.13395 , archivePrefix=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2509.13395 , archivePrefix=

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:05:49.448105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3d6ecf97-c5b8-4f79-9d4b-e6911ba262e8 · outbound

This paper cites 2025 , organization=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2025 , organization=

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.906128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3dc9f0ab-95d5-4bf6-a30f-307cb90e7686 · outbound

This paper cites 2024 , organization=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2024 , organization=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.900170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d114ab8e-da10-46b1-906b-70b121366bd2 · outbound

This paper cites 2512.18263 , archivePrefix=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2512.18263 , archivePrefix=

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:05:49.450603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f3dea2a0-5949-49be-bd21-66a3d7894bc4 · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.909910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5551b31c-22c0-41b0-97e7-10bc0d694835 · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.909734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 28752423-09a4-4be6-bb59-87d2ef0b40bf · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.911794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e2aaccf-ac38-461b-9c67-43c46ef3bcb8 · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.904287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b2a5330-11fb-4758-a40f-9aa1fb82eafe · outbound

This paper cites 2024 , organization=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2024 , organization=

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.908048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2f9c7d27-5318-4020-9f9e-4309d4e06672 · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.893637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4bd9abab-54e0-48fe-bd4f-3bf9516fe489 · outbound

This paper cites 2025 , volume=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2025 , volume=

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.905847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 900e4fbf-7376-4734-8dd5-56d53cf45b6c · outbound

This paper cites SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations SMILE: Speech Meta In-Context Learning for Low-Resource Language Automatic Speech Recognition

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T16:05:49.445613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bb94b4f1-0af3-4645-ad45-974f52cdc3b2 · outbound

This paper cites 2021 , booktitle =.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2021 , booktitle =

Reference 15

Resolution: verified exact; doi, observed 2026-07-01T16:05:49.101659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6a381785-6ce0-4ce9-a451-ced3b39e10dc · outbound

This paper cites and Branson, M.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations and Branson, M

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.894897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2fc44590-8c2b-41bc-a9fe-71ff1ac2a118 · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.907592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 13c241d0-be4e-4a84-a3ff-0bb6fbde16bb · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:22:19.897904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 5b57d860-beec-41c3-a681-0891d5710dc0 · outbound

This paper cites J., Hasegawa-Johnson, M., Jiang, P.-P., Kuila, A., Lea, C., MacDonald, B., Mantena, G., Ravichandran, V ., Sari, L., Tomanek, K., Yoo, C.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations J., Hasegawa-Johnson, M., Jiang, P.-P., Kuila, A., Lea, C., MacDonald, B., Mantena, G., Ravichandran, V ., Sari, L., Tomanek, K., Yoo, C

Reference 19

Resolution: verified exact; doi, observed 2026-07-01T16:05:49.105426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49b2dcd6-4fbb-4978-9b91-88996393c902 · outbound

This paper cites an unresolved cited work.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-07-06T11:12:20.574299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d8fcc95d-87dc-4b59-ab92-d9cfa8fc4d86 · outbound

This paper cites 2019 , publisher=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2019 , publisher=

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.528341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 21b30659-5825-4f06-a057-794c982f2b21 · outbound

This paper cites NeurIPS , pages=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations NeurIPS , pages=

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.532027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b43d90bc-d4cc-4169-bb4b-6e43dc3704f5 · outbound

This paper cites COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations COSMIC: Data Efficient Instruction-tuning For Speech In-Context Learning

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:05:49.465629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49b7569c-3b6e-4ad6-8a46-487ea5338456 · outbound

This paper cites EMNLP , pages=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations EMNLP , pages=

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.569028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f80df4a6-bb58-4fbc-842c-7c371ca1d044 · outbound

This paper cites 2026 , eprint=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2026 , eprint=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.567281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 49703855-e992-4eb3-bee2-25a239ac8718 · outbound

This paper cites 2026 , eprint =.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations 2026 , eprint =

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.557260Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 81628fbb-4e22-49dd-95fe-2599895bb195 · outbound

This paper cites Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Audio Flamingo Next: Next-Generation Open Audio-Language Models for Speech, Sound, and Music

Reference 27

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T16:05:49.458157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 552f039d-3522-497c-b04a-8b6e5212ed51 · outbound

This paper cites International Conference on Learning Representations , volume=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations International Conference on Learning Representations , volume=

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.570988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7d5ba8e0-a0eb-4a9b-bb24-d231985dc198 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Advances in Neural Information Processing Systems , volume=

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.564071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2136f8e5-2d87-4d78-a773-d4ca2327d667 · outbound

This paper cites Proceedings of the 40th International Conference on Machine Learning , pages=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Proceedings of the 40th International Conference on Machine Learning , pages=

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.562454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 0c82c78f-6d99-4a28-b3f1-ddc62c5d1d4f · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 31

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T16:05:49.470359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 176d9d46-6a69-4e12-9c23-a1d2b3086a15 · outbound

This paper cites Proximal Policy Optimization Algorithms.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Proximal Policy Optimization Algorithms

Reference 32

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T16:05:49.455669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 86e31527-3617-405a-8220-1cebf15b0197 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 33

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T16:05:49.460704Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 60849d4a-76ba-4427-a38c-e66a1a33a15b · outbound

This paper cites International Conference on Learning Representations , year=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations International Conference on Learning Representations , year=

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.565726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ab35d732-2910-4868-8cd7-d662b55798ce · outbound

This paper cites Towards general auditory intelligence: Large multimodal models for machine listening and speaking.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Towards general auditory intelligence: Large multimodal models for machine listening and speaking

Reference 35

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T16:05:49.463150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 47dd6fc9-9900-4e87-9702-d096b98d779b · outbound

This paper cites SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation , url =.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations SALMONN-omni: A Standalone Speech LLM without Codec Injection for Full-duplex Conversation , url =

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.572691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4612f6c6-bec0-4bc9-8f56-38fd0d61d535 · outbound

This paper cites doi:10.21437/Interspeech.2025-764 , issn =.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations doi:10.21437/Interspeech.2025-764 , issn =

Reference 37

Resolution: verified exact; doi, observed 2026-07-01T16:05:49.103518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1baf4bab-59c3-47cd-8b1a-451f0409d6f6 · outbound

This paper cites EURASIP Journal on Audio, Speech, and Music Processing , volume=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations EURASIP Journal on Audio, Speech, and Music Processing , volume=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.899992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1e08462d-674a-4d2b-8072-18739784a3c6 · outbound

This paper cites Proceedings of the 2nd Workshop on Child, Computer and Interaction , pages=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Proceedings of the 2nd Workshop on Child, Computer and Interaction , pages=

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:22:19.911567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bd0fd161-0bf7-40ec-b5f7-711398b12421 · outbound

This paper cites Computer speech & language , volume=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Computer speech & language , volume=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.560669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 8a92bde8-6a87-45d0-8088-d68f014aeb11 · outbound

This paper cites Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:05:49.479728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 908f10dc-06eb-4515-9197-97752fbe235a · outbound

This paper cites Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T16:05:49.453256Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d48cb5d9-1720-4b61-8aaf-60e4de9cb8e9 · outbound

This paper cites Omni-r1: Do you really need audio to fine-tune your audio llm?.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Omni-r1: Do you really need audio to fine-tune your audio llm?

Reference 44

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T16:05:49.477322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 19784408-a3e6-4bcf-9208-d133f9614463 · outbound

This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-06T11:12:20.558978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 42d5cbb8-dd2d-4ae8-a603-92fc6976eb35 · outbound

This paper cites arXiv preprint arXiv:2509.16990 , year=.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations arXiv preprint arXiv:2509.16990 , year=

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:05:49.475038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1d16564-20a7-4876-b3a1-05e702cd7c22 · outbound

This paper cites Group Relative Policy Optimization for Speech Recognition.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Group Relative Policy Optimization for Speech Recognition

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-07-01T16:05:49.472749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b754b52-8c73-4d24-8a4f-8e54aab564bc · outbound

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

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Sentence- BERT : Sentence Embeddings using S iamese BERT -Networks

Reference 48

Resolution: verified exact; doi, observed 2026-07-01T16:05:49.107121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f2f02e83-32fe-402c-9ba5-18f9d0fa296f · outbound

This paper cites doi:10.21437/Interspeech.2024-1932 , issn =.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations doi:10.21437/Interspeech.2024-1932 , issn =

Reference 49

Resolution: verified exact; doi, observed 2026-07-01T16:05:49.108813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2cae6872-aa74-4ba7-8740-d5dafd2e2dcf · outbound

This paper cites doi:10.21437/Interspeech.2025-1467 , issn =.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations doi:10.21437/Interspeech.2025-1467 , issn =

Reference 50

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This paper cites Multimodal In-context Learning for ASR of Low-resource Languages.

FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations Multimodal In-context Learning for ASR of Low-resource Languages

Reference 51

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CHILDES-Aligned: A Curated Children's Speech Dataset via Multi-Model Timestamp Ensembling cites this paper.

CHILDES-Aligned: A Curated Children's Speech Dataset via Multi-Model Timestamp Ensembling FSA-GRPO: Teaching Auditory LLMs to Use Few-shot Demonstrations

Reference 17

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