Image de couverture de livre

BioMol-MQA: A Multi-Modal Question Answering Dataset For LLM Reasoning Over Bio-Molecular Interactions

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Sengupta, Saptarshi, Yang, Shuhua, Yu, Paul Kwong, Wang, Fali, Wang, Suhang
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Can Hallucinations Be Useful? Solving Multi-Hop Questions With SLMs By Chaining System-I/II Reasoning
par: Sengupta, Saptarshi, et autres
Publié: (2026)

ProMQA: Question Answering Dataset for Multimodal Procedural Activity Understanding
par: Hasegawa, Kimihiro, et autres
Publié: (2024)

TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering
par: Sengupta, Saptarshi, et autres
Publié: (2023)

PokeMQA: Programmable knowledge editing for Multi-hop Question Answering
par: Gu, Hengrui, et autres
Publié: (2023)

Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
par: Kong, Yaxuan, et autres
Publié: (2025)

MQA-KEAL: Multi-hop Question Answering under Knowledge Editing for Arabic Language
par: Ali, Muhammad Asif, et autres
Publié: (2024)

ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers
par: Sengupta, Saptarshi, et autres
Publié: (2025)

PediatricsMQA: a Multi-modal Pediatrics Question Answering Benchmark
par: Bahaj, Adil, et autres
Publié: (2025)

MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing
par: Agarwal, Siddhant, et autres
Publié: (2024)

SceMQA: A Scientific College Entrance Level Multimodal Question Answering Benchmark
par: Liang, Zhenwen, et autres
Publié: (2024)

BioRAG: A RAG-LLM Framework for Biological Question Reasoning
par: Wang, Chengrui, et autres
Publié: (2024)

Towards Efficient Methods in Medical Question Answering using Knowledge Graph Embeddings
par: Sengupta, Saptarshi, et autres
Publié: (2024)

Exploring Language Model Generalization in Low-Resource Extractive QA
par: Sengupta, Saptarshi, et autres
Publié: (2024)

A Comprehensive Evaluation of LLM Unlearning Robustness under Multi-Turn Interaction
par: Pan, Ruihao, et autres
Publié: (2026)

Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
par: Zhang, Zhiwei, et autres
Publié: (2025)

ChartReasoner: Code-Driven Modality Bridging for Long-Chain Reasoning in Chart Question Answering
par: Jia, Caijun, et autres
Publié: (2025)

A Survey on Collaborating Small and Large Language Models for Performance, Cost-effectiveness, Cloud-edge Privacy, and Trustworthiness
par: Wang, Fali, et autres
Publié: (2025)

LLM Ensemble for RAG: Role of Context Length in Zero-Shot Question Answering for BioASQ Challenge
par: Galat, Dima, et autres
Publié: (2025)

Overview of BioASQ 2023: The eleventh BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
par: Nentidis, Anastasios, et autres
Publié: (2023)

GRS-QA -- Graph Reasoning-Structured Question Answering Dataset
par: Pahilajani, Anish, et autres
Publié: (2024)

ProMQA-Assembly: Multimodal Procedural QA Dataset on Assembly
par: Hasegawa, Kimihiro, et autres
Publié: (2025)

JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability
par: Wang, Junda, et autres
Publié: (2024)

Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
par: Nentidis, Anastasios, et autres
Publié: (2025)

Overview of BioASQ 2024: The twelfth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
par: Nentidis, Anastasios, et autres
Publié: (2025)

Overview of BioASQ 2022: The tenth BioASQ challenge on Large-Scale Biomedical Semantic Indexing and Question Answering
par: Nentidis, Anastasios, et autres
Publié: (2022)

Self-Critique Guided Iterative Reasoning for Multi-hop Question Answering
par: Chu, Zheng, et autres
Publié: (2025)

LLM-based Discriminative Reasoning for Knowledge Graph Question Answering
par: Xu, Mufan, et autres
Publié: (2024)

BioProBench: Comprehensive Dataset and Benchmark in Biological Protocol Understanding and Reasoning
par: Liu, Yuyang, et autres
Publié: (2025)

Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph
par: Huang, Rikui, et autres
Publié: (2024)

StepChain GraphRAG: Reasoning Over Knowledge Graphs for Multi-Hop Question Answering
par: Ni, Tengjun, et autres
Publié: (2025)

RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question Answering
par: Bai, Yang, et autres
Publié: (2025)

GraphSkill: Documentation-Guided Hierarchical Retrieval-Augmented Coding for Complex Graph Reasoning
par: Wang, Fali, et autres
Publié: (2026)

CuriousLLM: Elevating Multi-Document Question Answering with LLM-Enhanced Knowledge Graph Reasoning
par: Yang, Zukang, et autres
Publié: (2024)

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter
par: Liu, Zhiyuan, et autres
Publié: (2023)

Catastrophic Failure of LLM Unlearning via Quantization
par: Zhang, Zhiwei, et autres
Publié: (2024)

Generalizing Test-time Compute-optimal Scaling as an Optimizable Graph
par: Wang, Fali, et autres
Publié: (2025)

MolReasoner: Toward Effective and Interpretable Reasoning for Molecular LLMs
par: Zhao, Guojiang, et autres
Publié: (2025)

RAG-BioQA: A Retrieval-Augmented Generation Framework for Long-Form Biomedical Question Answering
par: Panchumarthi, Lovely Yeswanth, et autres
Publié: (2025)

InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
par: Wang, Fali, et autres
Publié: (2024)

BioBridge: Unified Bio-Embedding with Bridging Modality in Code-Switched EMR
par: Jeon, Jangyeong, et autres
Publié: (2024)