Imagen de Portada

BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Kim, Yunsoo, Abdulle, Yusuf, Wu, Honghan
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

MedExQA: Medical Question Answering Benchmark with Multiple Explanations
por: Kim, Yunsoo, et al.
Publicado: (2024)

Enhancing Human-Computer Interaction in Chest X-ray Analysis using Vision and Language Model with Eye Gaze Patterns
por: Kim, Yunsoo, et al.
Publicado: (2024)

Hallucination Benchmark in Medical Visual Question Answering
por: Wu, Jinge, et al.
Publicado: (2024)

OMHBench: Benchmarking Balanced and Grounded Omni-Modal Multi-Hop Reasoning
por: Kim, Seunghee, et al.
Publicado: (2025)

MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
por: Tang, Yixuan, et al.
Publicado: (2024)

MedHopQA: A Disease-Centered Multi-Hop Reasoning Benchmark and Evaluation Framework for LLM-Based Biomedical Question Answering
por: Islamaj, Rezarta, et al.
Publicado: (2026)

DocHop-QA: Towards Multi-Hop Reasoning over Multimodal Document Collections
por: Park, Jiwon, et al.
Publicado: (2025)

DeepRAG: Integrating Hierarchical Reasoning and Process Supervision for Biomedical Multi-Hop QA
por: Ji, Yuelyu, et al.
Publicado: (2025)

UETQuintet at BioCreative IX -- MedHopQA: Enhancing Biomedical QA with Selective Multi-hop Reasoning and Contextual Retrieval
por: Nguyen, Quoc-An, et al.
Publicado: (2026)

FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning
por: Kim, Seunghee, et al.
Publicado: (2024)

NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
por: Gupta, Abhay, et al.
Publicado: (2025)

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
por: Liu, Hao, et al.
Publicado: (2025)

Reasoning Court: Combining Reasoning, Action, and Judgment for Multi-Hop Reasoning
por: Wu, Jingtian, et al.
Publicado: (2025)

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
por: Wang, Shenzhi, et al.
Publicado: (2026)

Dr3: Ask Large Language Models Not to Give Off-Topic Answers in Open Domain Multi-Hop Question Answering
por: Gao, Yuan, et al.
Publicado: (2024)

ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
por: Ye, Junjie, et al.
Publicado: (2025)

CRAFT: Calibrated Reasoning with Answer-Faithful Traces via Reinforcement Learning for Multi-Hop Question Answering
por: Liu, Yu, et al.
Publicado: (2026)

Hop, Skip, and Overthink: Diagnosing Why Reasoning Models Fumble during Multi-Hop Analysis
por: Yadav, Anushka, et al.
Publicado: (2025)

SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents
por: Saberi, Mehrdad, et al.
Publicado: (2026)

Can David Beat Goliath? On Multi-Hop Reasoning with Resource-Constrained Agents
por: Han, Hojae, et al.
Publicado: (2026)

Benchmarking Multi-Image Understanding in Vision and Language Models: Perception, Knowledge, Reasoning, and Multi-Hop Reasoning
por: Zhao, Bingchen, et al.
Publicado: (2024)

MoreHopQA: More Than Multi-hop Reasoning
por: Schnitzler, Julian, et al.
Publicado: (2024)

Multi-Hop Reasoning for Question Answering with Hyperbolic Representations
por: Welz, Simon, et al.
Publicado: (2025)

AgenticRAGTracer: A Hop-Aware Benchmark for Diagnosing Multi-Step Retrieval Reasoning in Agentic RAG
por: You, Qijie, et al.
Publicado: (2026)

HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions
por: Shen, Zhiyu, et al.
Publicado: (2025)

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries
por: Biran, Eden, et al.
Publicado: (2024)

MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
por: Lee, Jungyeon, et al.
Publicado: (2025)

Making Long-Context Language Models Better Multi-Hop Reasoners
por: Li, Yanyang, et al.
Publicado: (2024)

Do Large Language Models Latently Perform Multi-Hop Reasoning?
por: Yang, Sohee, et al.
Publicado: (2024)

Auto-Patching: Enhancing Multi-Hop Reasoning in Language Models
por: Jan, Aviv, et al.
Publicado: (2025)

BELLE: A Bi-Level Multi-Agent Reasoning Framework for Multi-Hop Question Answering
por: Zhang, Taolin, et al.
Publicado: (2025)

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
por: Chen, Mingda, et al.
Publicado: (2023)

MURRE: Multi-Hop Table Retrieval with Removal for Open-Domain Text-to-SQL
por: Zhang, Xuanliang, et al.
Publicado: (2024)

Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
por: Yu, Sangwon, et al.
Publicado: (2024)

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA
por: Wu, Yuchen, et al.
Publicado: (2025)

Think Straight, Stop Smart: Structured Reasoning for Efficient Multi-Hop RAG
por: Bang, Jihwan, et al.
Publicado: (2025)

Back Attention: Understanding and Enhancing Multi-Hop Reasoning in Large Language Models
por: Yu, Zeping, et al.
Publicado: (2025)

From Query to Logic: Ontology-Driven Multi-Hop Reasoning in LLMs
por: Bian, Haonan, et al.
Publicado: (2025)

RELOOP: Recursive Retrieval with Multi-Hop Reasoner and Planners for Heterogeneous QA
por: Yang, Ruiyi, et al.
Publicado: (2025)

Cognitive Load Limits in Large Language Models: Benchmarking Multi-Hop Reasoning
por: Adapala, Sai Teja Reddy
Publicado: (2025)