Cover Image

MRAG: A Modular Retrieval Framework for Time-Sensitive Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Siyue, Zhang, Yuxiang, Xue, Yiming, Zhang, Xiaobao, Wu, Tuan, Luu Anh, Chen, Zhao
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SynTQA: Synergistic Table-based Question Answering via Mixture of Text-to-SQL and E2E TQA
by: Zhang, Siyue, et al.
Published: (2024)

RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering
by: Zhang, Yiming, et al.
Published: (2026)

Unsupervised Hallucination Detection by Inspecting Reasoning Processes
by: Srey, Ponhvoan, et al.
Published: (2025)

A Survey on Neural Topic Models: Methods, Applications, and Challenges
by: Wu, Xiaobao, et al.
Published: (2024)

Towards the TopMost: A Topic Modeling System Toolkit
by: Wu, Xiaobao, et al.
Published: (2023)

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
by: Zhang, Siyue, et al.
Published: (2025)

Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation
by: Feng, Yichao, et al.
Published: (2025)

Are LLMs Good Zero-Shot Fallacy Classifiers?
by: Pan, Fengjun, et al.
Published: (2024)

Read as You See: Guiding Unimodal LLMs for Low-Resource Explainable Harmful Meme Detection
by: Pan, Fengjun, et al.
Published: (2025)

More Bias, Less Bias: BiasPrompting for Enhanced Multiple-Choice Question Answering
by: Vu, Duc Anh, et al.
Published: (2025)

KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
by: Nguyen, Cong-Duy, et al.
Published: (2024)

PDF Retrieval Augmented Question Answering
by: Hoang, Thi Thu Uyen, et al.
Published: (2025)

KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search
by: Luo, Haoran, et al.
Published: (2025)

ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models
by: Luo, Haoran, et al.
Published: (2023)

AKEW: Assessing Knowledge Editing in the Wild
by: Wu, Xiaobao, et al.
Published: (2024)

Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models
by: Srey, Ponhvoan, et al.
Published: (2026)

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models
by: Srey, Ponhvoan, et al.
Published: (2026)

Modeling Dynamic Topics in Chain-Free Fashion by Evolution-Tracking Contrastive Learning and Unassociated Word Exclusion
by: Wu, Xiaobao, et al.
Published: (2024)

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model
by: Wu, Xiaobao, et al.
Published: (2024)

InfoCTM: A Mutual Information Maximization Perspective of Cross-Lingual Topic Modeling
by: Wu, Xiaobao, et al.
Published: (2023)

CutPaste&Find: Efficient Multimodal Hallucination Detector with Visual-aid Knowledge Base
by: Nguyen, Cong-Duy, et al.
Published: (2025)

MRAG: Benchmarking Retrieval-Augmented Generation for Bio-medicine
by: Li, Liz, et al.
Published: (2026)

Full-Step-DPO: Self-Supervised Preference Optimization with Step-wise Rewards for Mathematical Reasoning
by: Xu, Huimin, et al.
Published: (2025)

Analyzing Diffusion and Autoregressive Vision Language Models in Multimodal Embedding Space
by: Wang, Zihang, et al.
Published: (2026)

Vision-and-Language Pretraining
by: Nguyen, Thong, et al.
Published: (2022)

P2P: A Poison-to-Poison Remedy for Reliable Backdoor Defense in LLMs
by: Zhao, Shuai, et al.
Published: (2025)

MRAG-Suite: A Diagnostic Evaluation Platform for Visual Retrieval-Augmented Generation
by: Ji, Yuelyu, et al.
Published: (2025)

Adaptive Contrastive Learning on Multimodal Transformer for Review Helpfulness Predictions
by: Nguyen, Thong, et al.
Published: (2022)

Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering
by: Yang, Wanqi, et al.
Published: (2024)

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels
by: Liu, Chaoqun, et al.
Published: (2024)

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
by: Hu, Wenbo, et al.
Published: (2024)

Topic Modeling as Multi-Objective Contrastive Optimization
by: Nguyen, Thong, et al.
Published: (2024)

Encoding and Controlling Global Semantics for Long-form Video Question Answering
by: Nguyen, Thong Thanh, et al.
Published: (2024)

On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling
by: Wu, Xiaobao, et al.
Published: (2024)

Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction
by: Nguyen, Thong, et al.
Published: (2023)

DemaFormer: Damped Exponential Moving Average Transformer with Energy-Based Modeling for Temporal Language Grounding
by: Nguyen, Thong, et al.
Published: (2023)

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
by: Liu, Chaoqun, et al.
Published: (2024)

End-to-End Beam Retrieval for Multi-Hop Question Answering
by: Zhang, Jiahao, et al.
Published: (2023)

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia
by: Liu, Chaoqun, et al.
Published: (2025)

ToXCL: A Unified Framework for Toxic Speech Detection and Explanation
by: Hoang, Nhat M., et al.
Published: (2024)