conftrace_

modular reasoning

11 papers

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Co-occurring keywords · papers mentioning both

large language model (5) visual question answering (3) multi-step reasoning (2) multimodal learning (2) multi-stage planning (1) modularized reasoning (1) automated prompt (1) proof graph (1) multi-expert aggregation (1) object-oriented reinforcement learning (1)

Papers

NoisyCausal: A Benchmark for Evaluating Causal Reasoning Under Structured Noise ACL 2026 AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025 MEXA: Towards General Multimodal Reasoning with Dynamic Multi-Expert Aggregation EMNLP 2025 Offloaded Reasoning: Efficient Inference for Large Language Models via Modular Reasoning and Refinement EMNLP 2025 Compositional Structured Explanation Generation with Dynamic Modularized Reasoning NAACL 2024 LM2: A Simple Society of Language Models Solves Complex Reasoning EMNLP 2024 MoReVQA: Exploring Modular Reasoning Models for Video Question Answering CVPR 2024 Modularized Zero-shot VQA with Pre-trained Models ACL 2023 Modular Visual Question Answering via Code Generation ACL 2023 FaiRR: Faithful and Robust Deductive Reasoning over Natural Language ACL 2022 Object-Category Aware Reinforcement Learning NeurIPS 2022