Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark
[Submitted on 24 Feb 2025 (v1), last revised 22 Sep 2025 (this version, v3)] View a PDF of the paper ...
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[2506.09627] Benchmarking Debiasing Methods for LLM-based Parameter Estimates
[Submitted on 11 Jun 2025 (v1), last revised 19 Sep 2025 (this version, v2)] View a PDF of the paper ...
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Structured Cross-Source Enhanced Large Language Model Reasoning
[Submitted on 23 May 2025 (v1), last revised 19 Sep 2025 (this version, v4)] View a PDF of the paper ...
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Multilingual Gender-Neutral Translation Evaluation with mGeNTE
[Submitted on 16 Jan 2025 (v1), last revised 18 Sep 2025 (this version, v3)] View a PDF of the paper ...
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Enhancing Web Agent Reasoning by Reconstructing Chain-of-Thought in Reflection, Branching, and Rollback
[Submitted on 26 May 2025 (v1), last revised 18 Sep 2025 (this version, v2)] View a PDF of the paper ...
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A System for Discourse Relation Classification
[Submitted on 15 Sep 2025 (v1), last revised 16 Sep 2025 (this version, v2)] View a PDF of the paper ...
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[2508.19594] Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs
[Submitted on 27 Aug 2025 (v1), last revised 16 Sep 2025 (this version, v2)] View a PDF of the paper ...
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A Supervised Pre-training Framework for Multimodal ECG Representation Learning
[Submitted on 27 Feb 2025 (v1), last revised 16 Sep 2025 (this version, v3)] View a PDF of the paper ...
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MillStone: How Open-Minded Are LLMs?
arXiv:2509.11967v1 Announce Type: cross Abstract: Large language models equipped with Web search, information retrieval tools, and other agentic capabilities are ...
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Cross-Layer Attention Probing for Fine-Grained Hallucination Detection
arXiv:2509.09700v1 Announce Type: new Abstract: With the large-scale adoption of Large Language Models (LLMs) in various applications, there is a ...
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