Paper Citation Record · LEDGER

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

As of 22 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 12 inbound Pith citation observations for arXiv:2504.15900.

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

pith.paper-citation-record.v1
2504.15900 v3

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:17:44.426695Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:12:18.581247Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:43:50.757623Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy8
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb54157c-ae7a-4cfa-b46f-dad2bec3d7e6 · outbound

This paper cites Chain-of-thought prompting elicits reasoning in large language models.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Chain-of-thought prompting elicits reasoning in large language models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.226687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88000d0-7aea-4b42-a910-e7eb6df7078b · outbound

This paper cites Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.231969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bc4db09-ae6a-4a25-bb81-c6f7dcaea891 · outbound

This paper cites Measuring and Narrowing the Compositionality Gap in Language Models.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Measuring and Narrowing the Compositionality Gap in Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.237232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15cfc2d-d9cf-40c2-a33d-1d5ab80a8c1e · outbound

This paper cites Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.243078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d449f213-432d-4f53-a09a-95f14d3fb981 · outbound

This paper cites OpenAI o1 System Card.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning OpenAI o1 System Card

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.248461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7efc12c-841d-455e-ac23-6848a700f354 · outbound

This paper cites Kimi k1.5: Scaling Reinforcement Learning with LLMs.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Kimi k1.5: Scaling Reinforcement Learning with LLMs

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.253295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f30176b-402a-447f-9482-75f617a17198 · outbound

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

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.259180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01c05f09-3751-4f80-9e42-6787de1b122b · outbound

This paper cites Thinkpatterns-21k: A systematic study on the impact of thinking patterns in llms.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Thinkpatterns-21k: A systematic study on the impact of thinking patterns in llms

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.263913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d5b974f-ed50-426f-bed6-4b66640f9ad6 · outbound

This paper cites Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.268965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0330cc4-a6af-4e8c-b49b-532ce8fc3443 · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.274067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4769dc18-f756-4e1b-a112-04493af31da0 · outbound

This paper cites Qwen2-Audio Technical Report.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Qwen2-Audio Technical Report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.279110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9e7521a-0abe-406a-b56a-7a845e7af898 · outbound

This paper cites Audio-reasoner: Improving reasoning capability in large audio language models.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Audio-reasoner: Improving reasoning capability in large audio language models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.283894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f5cad27-5fa7-4017-b3eb-abbe24640282 · outbound

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

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.288655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b90983f-6f2b-4c6f-9429-aa3bc2c0dbb0 · outbound

This paper cites Curriculum learning.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Curriculum learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.293657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248cc77e-2a3a-4fba-af90-23c38044b770 · outbound

This paper cites MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.298276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f303f52-1ff1-4066-8358-bd26ec6fd9b0 · outbound

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

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.303324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58345a6b-a6ef-4284-a5ca-cca55c7895a6 · outbound

This paper cites Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.307859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21278ce-b4fe-4b5b-9ec2-a3fe8eb746a8 · outbound

This paper cites LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.312639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc53aa1c-0761-4c18-b5e5-a140c61dfbe4 · outbound

This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Open r1: A fully open reproduction of deepseek-r1, January 2025

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.318191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35edb15c-793e-4317-9292-de8187c98bd1 · outbound

This paper cites Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.322710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 802d17f6-07da-4d71-a9ad-d4b557bd4573 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.327344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27456038-201e-4c01-9c74-e5d5ff474b22 · outbound

This paper cites R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning R1-Onevision: Advancing Generalized Multimodal Reasoning through Cross-Modal Formalization

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.332883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a3f940-d661-441c-97db-86adf246d6a9 · outbound

This paper cites Video-R1: Reinforcing Video Reasoning in MLLMs.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Video-R1: Reinforcing Video Reasoning in MLLMs

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.338168Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79268732-5e73-47ba-aec5-fe755498f72b · outbound

This paper cites Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.343033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc3161dd-030f-4b76-be3e-a2a5c3d100f3 · outbound

This paper cites Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Audio-CoT: Exploring Chain-of-Thought Reasoning in Large Audio Language Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.347967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24640011-c7b0-4bbf-8463-1f662afb5d62 · outbound

This paper cites Audio set: An ontology and human-labeled dataset for audio events.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Audio set: An ontology and human-labeled dataset for audio events

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.294350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6f12a02c-708c-4c9f-9cbe-8f9a371905a9 · outbound

This paper cites Mustango: Toward controllable text-to-music generation.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Mustango: Toward controllable text-to-music generation

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.279118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0b644c84-467b-4b84-85a6-854b1b43f699 · outbound

This paper cites MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.363763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0368ef7e-c100-47bc-ac97-a6e3a39e531e · outbound

This paper cites Avqa: A dataset for audio-visual question answering on videos.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Avqa: A dataset for audio-visual question answering on videos

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.262665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6f6aa467-b3a8-4d88-ad1b-c7020505432f · outbound

This paper cites Qwen2.5 Technical Report.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Qwen2.5 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.373601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabca394-1f67-4f27-b2c2-8df819a5c652 · outbound

This paper cites Llava-cot: Let vision language models reason step-by-step, 2025.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Llava-cot: Let vision language models reason step-by-step, 2025

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.378210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4513682-78e5-43c3-9f14-85893cf94881 · outbound

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

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning VoiceBench: Benchmarking LLM-Based Voice Assistants

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T11:17:44.382719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b4e85e-f7a1-4228-a3e1-129a1d00ee0a · outbound

This paper cites de- scription,.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning de- scription,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.235883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 93311f2e-ceb7-42b5-aae8-0f6787debe73 · outbound

This paper cites an unresolved cited work.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:17:45.220927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 66b2fae1-0b07-4d7d-92f3-53612b71447e · outbound

This paper cites an unresolved cited work.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:17:45.203796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2881c3e8-7bfc-463b-b553-8dd98135ad55 · outbound

This paper cites an unresolved cited work.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:17:45.187421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2a074033-bae7-43aa-9e9f-3473189a6ed3 · outbound

This paper cites an unresolved cited work.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T11:17:45.169217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation db1538ad-4f7d-4800-b10b-954ee77751b0 · outbound

This paper cites </REASONING> <SUMMARY> Based on the characteristics of the whoop and the typical sounds produced by humans, the most plausible source of the whoop is a human.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning </REASONING> <SUMMARY> Based on the characteristics of the whoop and the typical sounds produced by humans, the most plausible source of the whoop is a human

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.152011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6b2e135c-27a8-4e9e-ada9-d0c50c00dc31 · outbound

This paper cites - Human V oices and Whoops: The presence of human voices and whoops strongly 16 suggests that the sound is coming from humans.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning - **Human V oices and Whoops**: The presence of human voices and whoops strongly 16 suggests that the sound is coming from humans

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.135561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d67e0879-2019-4922-b817-ce59bfc2bd59 · outbound

This paper cites - Bird: There are no bird sounds mentioned in the audio description.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning - **Bird**: There are no bird sounds mentioned in the audio description

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.118820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2800f5d2-8a0a-43b6-bb48-5798df988b91 · outbound

This paper cites </REASONING> <SUMMARY> Based on the analysis of the audio clip, the whoop is most likely coming from a human source.

SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning </REASONING> <SUMMARY> Based on the analysis of the audio clip, the whoop is most likely coming from a human source

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T11:17:45.101330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation 3b4fbcc0-86a5-4e9f-8b06-995e42e7f1bc · inbound

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models cites this paper.

Reinforced MLLM: A Survey on RL-Based Reasoning in Multimodal Large Language Models SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 112

Resolution: unresolved; no resolver link, observed 2026-08-16T05:12:18.581247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d81ed1a-473f-4724-9874-1d108f141585 · inbound

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix cites this paper.

MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T20:25:12.674262Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da64ec5-3e68-4166-89e9-1a7e253e5cce · inbound

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models cites this paper.

Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:31:13.506592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d510c042-75f5-4d2f-bb83-43014fe6bb88 · inbound

Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning cites this paper.

Progressive Mastery: Customized Curriculum Learning with Guided Prompting for Mathematical Reasoning SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:07.834463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e48642-6b19-4a58-95a3-4092b5cd8904 · inbound

Group Relative Policy Optimization for Speech Recognition cites this paper.

Group Relative Policy Optimization for Speech Recognition SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T12:07:21.392073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2de31aec-5f54-421f-a3e7-01e4dfee0ceb · inbound

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey cites this paper.

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 260

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:21:48.118243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 814c3916-15f7-4f0b-96ba-5abab26fa556 · inbound

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models cites this paper.

Mind-Paced Speaking: A Dual-Brain Approach to Real-Time Reasoning in Spoken Language Models SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T07:46:03.536129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a526b2e7-b85f-4423-9f46-b3b7a97e27a2 · inbound

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling cites this paper.

LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:31:32.091443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d47b5c39-2983-48e4-a30c-b01f925e6900 · inbound

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers cites this paper.

AVRT: Audio-Visual Reasoning Transfer through Single-Modality Teachers SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 29

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:18:32.157302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d0fa85fa-6f1f-4a19-9638-ab02e523a198 · inbound

A Survey of Audio Reasoning in Multimodal Foundation Models cites this paper.

A Survey of Audio Reasoning in Multimodal Foundation Models SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 54

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:09:24.277341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d93e90f8-7647-42ef-ac0e-c2b8c0d58dd0 · inbound

Learning When to Think While Listening in Large Audio-Language Models cites this paper.

Learning When to Think While Listening in Large Audio-Language Models SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-29T18:43:50.759011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 766c45ec-8a99-43e3-a963-464210332c12 · inbound

Kalman Meets Curriculum: Efficient Dynamic Prompt Selection for Adaptive RL Finetuning cites this paper.

Kalman Meets Curriculum: Efficient Dynamic Prompt Selection for Adaptive RL Finetuning SARI: Structured Audio Reasoning via Curriculum-Guided Reinforcement Learning

Reference 74

Resolution: unresolved; no resolver link, observed 2026-07-31T01:31:12.944244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.