conftrace_

complex reasoning

62 papers

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Co-occurring keywords

large language model (13587) question answering (2963) knowledge graph (1837) chain-of-thought reasoning (551) benchmark evaluation (1556) multi-agent system (1819) tool use (107) monte carlo tree search (271) semantic parsing (960) logical reasoning (310)

Papers

PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models ACL 2025
Explain-Analyze-Generate: A Sequential Multi-Agent Collaboration Method for Complex Reasoning COLING 2025
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems ACL 2025
From Perception to Reasoning: Enhancing Vision-Language Models for Mobile UI Understanding ACL 2025
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning ACL 2025
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning EMNLP 2024
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024
SmartEdit: Exploring Complex Instruction-based Image Editing with Multimodal Large Language Models CVPR 2024
MoDE-CoTD: Chain-of-Thought Distillation for Complex Reasoning Tasks with Mixture of Decoupled LoRA-Experts COLING 2024
QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024
BITS Pilani at SemEval-2024 Task 9: Prompt Engineering with GPT-4 for Solving Brainteasers SEMEVAL 2024
BITS Pilani at SemEval-2024 Task 9: Prompt Engineering with GPT-4 for Solving Brainteasers NAACL 2024
LM2: A Simple Society of Language Models Solves Complex Reasoning EMNLP 2024
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning EMNLP 2024
Can Large Language Models Grasp Legal Theories? Enhance Legal Reasoning with Insights from Multi-Agent Collaboration EMNLP 2024
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools NIPS 2024
CoTKR: Chain-of-Thought Enhanced Knowledge Rewriting for Complex Knowledge Graph Question Answering EMNLP 2024
SELF-DISCOVER: Large Language Models Self-Compose Reasoning Structures NIPS 2024
From Parse-Execute to Parse-Execute-Refine: Improving Semantic Parser for Complex Question Answering over Knowledge Base EMNLP 2023
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023