{"total":29,"rows":[{"id":"2505.13032","title":"MMAR: A Challenging Benchmark for Deep Reasoning in Speech, Audio, Music, and Their Mix","created":"2025-05-19","cited_by_count":117,"area":"lr"},{"id":"2505.17862","title":"Daily-Omni: Towards Audio-Visual Reasoning with Temporal Alignment across Modalities","created":"2025-05-23","cited_by_count":110,"area":"lr"},{"id":"2506.13284","title":"AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy","created":"2025-06-16","cited_by_count":77,"area":"lr"},{"id":"2503.11197","title":"Reinforcement Learning Outperforms Supervised Fine-Tuning: A Case Study on Audio Question Answering","created":"2025-03-14","cited_by_count":65,"area":"lr"},{"id":"2602.06176","title":"Large Language Model Reasoning Failures","created":"2026-02-05","cited_by_count":21,"area":"lr"},{"id":"2508.08039","title":"Audio-Thinker: Guiding Audio Language Model When and How to Think via Reinforcement Learning","created":"2025-08-11","cited_by_count":19,"area":"lr"},{"id":"2506.12935","title":"SoundMind: RL-Incentivized Logic Reasoning for Audio-Language Models","created":"2025-06-15","cited_by_count":15,"area":"lr"},{"id":"2510.20867","title":"Incentivizing Consistent, Effective and Scalable Reasoning Capability in Audio LLMs via Reasoning Process Rewards","created":"2025-10-23","cited_by_count":12,"area":"lr"},{"id":"2509.26140","title":"OWL: Geometry-Aware Spatial Reasoning for Audio Large Language Models","created":"2025-09-30","cited_by_count":10,"area":"lr"},{"id":"2510.12000","title":"UALM: Unified Audio Language Model for Understanding, Generation and Reasoning","created":"2025-10-13","cited_by_count":10,"area":"lr"},{"id":"2602.14224","title":"The Interspeech 2026 Audio Reasoning Challenge: Evaluating Reasoning Process Quality for Audio Reasoning Models and Agents","created":"2026-02-15","cited_by_count":6,"area":"lr"},{"id":"2505.07365","title":"Multi-Domain Audio Question Answering Benchmark Toward Acoustic Content Reasoning","created":"2025-05-12","cited_by_count":5,"area":"lr"},{"id":"2508.11818","title":"Audio Flamingo Sound-CoT Technical Report: Improving Chain-of-Thought Reasoning in Sound Understanding","created":"2025-08-15","cited_by_count":5,"area":"lr"},{"id":"2602.11909","title":"Echo: Towards Advanced Audio Comprehension via Audio-Interleaved Reasoning","created":"2026-02-12","cited_by_count":3,"area":"lr"},{"id":"2605.27741","title":"Escape the Language Prior: Mitigating Late-Stage Modality Collapse in Audio Reasoning via Modality-Aware Policy Optimization","created":"2026-05-26","cited_by_count":3,"area":"lr"},{"id":"2509.22461","title":"CMDAR: A Chinese Multi-scene Dynamic Audio Reasoning Benchmark with Diverse Challenges","created":"2025-09-26","cited_by_count":2,"area":"lr"},{"id":"2602.03873","title":"Decoding Ambiguous Emotions with Test-Time Scaling in Audio-Language Models","created":"2026-02-01","cited_by_count":2,"area":"lr"},{"id":"2607.16107","title":"Audio-Visual Flamingo: Open Audio-Visual Intelligence for Long and Complex Videos","created":"2026-07-17","cited_by_count":2,"area":"lr"},{"id":"2503.23395","title":"Scaling Auditory Cognition via Test-Time Compute in Audio Language Models","created":"2025-03-30","cited_by_count":1,"area":"lr"},{"id":"2603.09556","title":"ALARM: Audio-Language Alignment for Reasoning Models","created":"2026-03-10","cited_by_count":1,"area":"lr"},{"id":"2606.09366","title":"Is Text All You Need? Text as a Universal Information Bottleneck for Speech LLMs","created":"2026-06-08","cited_by_count":1,"area":"lr"},{"id":"2606.11260","title":"RAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmark","created":"2026-06-09","cited_by_count":1,"area":"lr"},{"id":"2606.18273","title":"Continuous Audio Thinking for Large Audio Language Models","created":"2026-06-05","cited_by_count":1,"area":"lr"},{"id":"2609.07968","title":"Reasoning Beyond Transcription: Audio Language Models on Child Stuttering Speech","created":"2026-09-07","cited_by_count":1,"area":"lr"},{"id":"2511.14307","title":"Audio Question Answering with GRPO-Based Fine-Tuning and Calibrated Segment-Level Predictions","created":"2025-11-18","cited_by_count":0,"area":"lr"},{"id":"2606.08425","title":"TinyGiantALM: A Compact Audio-Language Model for Intent-Aware Reasoning under Resource Constraints","created":"2026-06-07","cited_by_count":0,"area":"lr"},{"id":"2606.14591","title":"AudioDER: A Deduplication-Enhanced Reasoning Dataset for Post-Training Large Audio-Language Models","created":"2026-06-12","cited_by_count":0,"area":"lr"},{"id":"2608.16539","title":"Listen, Reason, and Segment: Aligning LALMs with Editorial Judgment for Media Chapterization","created":"2026-08-17","cited_by_count":0,"area":"lr"},{"id":"2610.06949","title":"AdaLoop: Adaptive-Depth Latent Reasoning for Audio Language Models","created":"2026-10-03","cited_by_count":0,"area":"lr"}],"next_cursor":null}