sequential reasoning

ImageChain: Advancing Sequential Image-to-Text Reasoning in Multimodal Large Language Models WACV 2026 Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models EACL 2026 Beyond Single Frames: Can LMMs Comprehend Implicit Narratives in Comic Strip? EMNLP 2025 ReasonGraph: Visualization of Reasoning Methods and Extended Inference Paths ACL 2025 ReSeeding Latent States for Sequential Language Understanding EMNLP 2025 SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model CVPR 2025 seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs EMNLP 2025 Can Large Language Models Reason About Goal-Oriented Tasks? EACL 2024 EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning EMNLP 2024 Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024 MLissard: Multilingual Long and Simple Sequential Reasoning Benchmarks EMNLP 2024 A Sequential Flow Control Framework for Multi-hop Knowledge Base Question Answering EMNLP 2022 Verifying the DaisyNFS concurrent and crash-safe file system with sequential reasoning OSDI 2022 SeqDialN: Sequential Visual Dialog Network in Joint Visual-Linguistic Representation Space ACL 2021 Transformation Driven Visual Reasoning CVPR 2021 Learning by Abstraction: The Neural State Machine NeurIPS 2019