Paper Citation Record · LEDGER

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 4 inbound Pith citation observations for arXiv:2505.15000.

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

pith.paper-citation-record.v1
2505.15000 v1

Coverage vector

measured 53 of 53 reference resolution

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One-hop event checks from named stored sources.

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measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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Reference resolution

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External citation measurements

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Outbound references

Observation 85c6914a-5e75-49ce-8570-921a040a7767 · outbound

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems online" 'onlinestring :=

Reference 1

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems write newline

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems FunAudioLLM: Voice Understanding and Generation Foundation Models for Natural Interaction Between Humans and LLMs

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Qwen2-Audio Technical Report

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Training Verifiers to Solve Math Word Problems

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems VoxEval: Benchmarking the Knowledge Understanding Capabilities of End-to-End Spoken Language Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Recent Advances in Speech Language Models: A Survey

Reference 9

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This paper cites GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities.

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Unresolved cited work

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems The Llama 3 Herd of Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Unresolved cited work

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems InfiMM-Eval: Complex Open-Ended Reasoning Evaluation For Multi-Modal Large Language Models

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This paper cites Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark.

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark

Reference 15

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems MERaLiON-AudioLLM: Bridging Audio and Language with Large Language Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Unresolved cited work

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Unresolved cited work

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Step-Audio: Unified Understanding and Generation in Intelligent Speech Interaction

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems GPT-4o System Card

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Identifying and mitigating vulnerabilities in llm-integrated applications

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Unresolved cited work

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Unresolved cited work

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning?

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems ARB: Advanced Reasoning Benchmark for Large Language Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems OpenMathInstruct-1: A 1.8 Million Math Instruction Tuning Dataset

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems CoinMath: Harnessing the Power of Coding Instruction for Math LLMs

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems LLaVA-CoT: Let Vision Language Models Reason Step-by-Step

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMs

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Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems What Makes Large Language Models Reason in (Multi-Turn) Code Generation?

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Pith citing papers

Observation 5a02317f-104d-4e39-a2a5-766b072b0843 · 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 Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems

Reference 27

Resolution: verified exact; arxiv_id, observed 2026-05-18T07:46:03.523212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1597cf4d-188a-4f55-802e-283e695a2adc · inbound

Step-Audio-R1.5 Technical Report cites this paper.

Step-Audio-R1.5 Technical Report Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:46:13.579952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e831c21e-5c89-43e9-a2b8-e51abbb0ae8b · inbound

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

A Survey of Audio Reasoning in Multimodal Foundation Models Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems

Reference 127

Resolution: verified exact; arxiv_id, observed 2026-05-21T02:09:24.104663Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 57d2b1d6-7214-482b-80b6-266c8d138531 · inbound

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models cites this paper.

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-01T11:20:18.032456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.