Diversify-verify-adapt: Efficient and Robust Retrieval-Augmented Ambiguous Question Answering
Fuente:
arXiv
Saved in:
| Main Authors: | In, Yeonjun, Kim, Sungchul, Rossi, Ryan A., Tanjim, Md Mehrab, Yu, Tong, Sinha, Ritwik, Park, Chanyoung |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
by: Tanjim, Md Mehrab, et al.
Published: (2025)
by: Tanjim, Md Mehrab, et al.
Published: (2025)
Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models
by: In, Yeonjun, et al.
Published: (2025)
by: In, Yeonjun, et al.
Published: (2025)
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
by: Liu, Yujian, et al.
Published: (2024)
by: Liu, Yujian, et al.
Published: (2024)
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
by: Kim, Wonjoong, et al.
Published: (2024)
by: Kim, Wonjoong, et al.
Published: (2024)
Exploring Rewriting Approaches for Different Conversational Tasks
by: Tanjim, Md Mehrab, et al.
Published: (2025)
by: Tanjim, Md Mehrab, et al.
Published: (2025)
R1-ACT: Efficient Reasoning Model Safety Alignment by Activating Safety Knowledge
by: In, Yeonjun, et al.
Published: (2025)
by: In, Yeonjun, et al.
Published: (2025)
Rethinking Failure Attribution in Multi-Agent Systems: A Multi-Perspective Benchmark and Evaluation
by: In, Yeonjun, et al.
Published: (2026)
by: In, Yeonjun, et al.
Published: (2026)
Beyond the Final Answer: Evaluating the Reasoning Trajectories of Tool-Augmented Agents
by: Kim, Wonjoong, et al.
Published: (2025)
by: Kim, Wonjoong, et al.
Published: (2025)
Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes
by: Gallegos, Isabel O., et al.
Published: (2024)
by: Gallegos, Isabel O., et al.
Published: (2024)
Bias and Fairness in Large Language Models: A Survey
by: Gallegos, Isabel O., et al.
Published: (2023)
by: Gallegos, Isabel O., et al.
Published: (2023)
Identity-Robust Language Model Generation via Content Integrity Preservation
by: Zhang, Miao, et al.
Published: (2026)
by: Zhang, Miao, et al.
Published: (2026)
Training Robust Graph Neural Networks by Modeling Noise Dependencies
by: In, Yeonjun, et al.
Published: (2025)
by: In, Yeonjun, et al.
Published: (2025)
Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
by: Sohn, Jiwoong, et al.
Published: (2024)
by: Sohn, Jiwoong, et al.
Published: (2024)
Federated Retrieval Augmented Generation for Multi-Product Question Answering
by: Shojaee, Parshin, et al.
Published: (2025)
by: Shojaee, Parshin, et al.
Published: (2025)
Revisiting Fake News Detection: Towards Temporality-aware Evaluation by Leveraging Engagement Earliness
by: Kim, Junghoon, et al.
Published: (2024)
by: Kim, Junghoon, et al.
Published: (2024)
Automated CVE Analysis: Harnessing Machine Learning In Designing Question-Answering Models For Cybersecurity Information Extraction
by: Faruk, Tanjim Bin
Published: (2024)
by: Faruk, Tanjim Bin
Published: (2024)
PDF Retrieval Augmented Question Answering
by: Hoang, Thi Thu Uyen, et al.
Published: (2025)
by: Hoang, Thi Thu Uyen, et al.
Published: (2025)
Learning to Reduce: Optimal Representations of Structured Data in Prompting Large Language Models
by: Lee, Younghun, et al.
Published: (2024)
by: Lee, Younghun, et al.
Published: (2024)
Learning to Reduce: Towards Improving Performance of Large Language Models on Structured Data
by: Lee, Younghun, et al.
Published: (2024)
by: Lee, Younghun, et al.
Published: (2024)
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
by: Kim, Minsang, et al.
Published: (2024)
by: Kim, Minsang, et al.
Published: (2024)
Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval
by: Xia, Yu, et al.
Published: (2024)
by: Xia, Yu, et al.
Published: (2024)
Uncertainty Quantification in Retrieval Augmented Question Answering
by: Perez-Beltrachini, Laura, et al.
Published: (2025)
by: Perez-Beltrachini, Laura, et al.
Published: (2025)
X-Reflect: Cross-Reflection Prompting for Multimodal Recommendation
by: Lyu, Hanjia, et al.
Published: (2024)
by: Lyu, Hanjia, et al.
Published: (2024)
TRAQ: Trustworthy Retrieval Augmented Question Answering via Conformal Prediction
by: Li, Shuo, et al.
Published: (2023)
by: Li, Shuo, et al.
Published: (2023)
RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning
by: Yoon, Kanghoon, et al.
Published: (2024)
by: Yoon, Kanghoon, et al.
Published: (2024)
Multi-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations
by: Xia, Yu, et al.
Published: (2025)
by: Xia, Yu, et al.
Published: (2025)
Leveraging the Domain Adaptation of Retrieval Augmented Generation Models for Question Answering and Reducing Hallucination
by: Rakin, Salman, et al.
Published: (2024)
by: Rakin, Salman, et al.
Published: (2024)
Understanding Retrieval Augmentation for Long-Form Question Answering
by: Chen, Hung-Ting, et al.
Published: (2023)
by: Chen, Hung-Ting, et al.
Published: (2023)
Answerability in Retrieval-Augmented Open-Domain Question Answering
by: Abdumalikov, Rustam, et al.
Published: (2024)
by: Abdumalikov, Rustam, et al.
Published: (2024)
KaPQA: Knowledge-Augmented Product Question-Answering
by: Eppalapally, Swetha, et al.
Published: (2024)
by: Eppalapally, Swetha, et al.
Published: (2024)
Long-context Non-factoid Question Answering in Indic Languages
by: Mishra, Ritwik, et al.
Published: (2025)
by: Mishra, Ritwik, et al.
Published: (2025)
Tool-MAD: A Multi-Agent Debate Framework for Fact Verification with Diverse Tool Augmentation and Adaptive Retrieval
by: Jeong, Seyeon, et al.
Published: (2026)
by: Jeong, Seyeon, et al.
Published: (2026)
CondAmbigQA: A Benchmark and Dataset for Conditional Ambiguous Question Answering
by: Li, Zongxi, et al.
Published: (2025)
by: Li, Zongxi, et al.
Published: (2025)
Quebec Automobile Insurance Question-Answering With Retrieval-Augmented Generation
by: Beauchemin, David, et al.
Published: (2024)
by: Beauchemin, David, et al.
Published: (2024)
Mitigating Lost-in-Retrieval Problems in Retrieval Augmented Multi-Hop Question Answering
by: Zhu, Rongzhi, et al.
Published: (2025)
by: Zhu, Rongzhi, et al.
Published: (2025)
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
by: Ni, Bo, et al.
Published: (2025)
by: Ni, Bo, et al.
Published: (2025)
A Gaze-grounded Visual Question Answering Dataset for Clarifying Ambiguous Japanese Questions
by: Inadumi, Shun, et al.
Published: (2024)
by: Inadumi, Shun, et al.
Published: (2024)
LittiChoQA: Literary Texts in Indic Languages Chosen for Question Answering
by: Khandelwal, Aarya, et al.
Published: (2026)
by: Khandelwal, Aarya, et al.
Published: (2026)
Efficient Medical Question Answering with Knowledge-Augmented Question Generation
by: Khlaut, Julien, et al.
Published: (2024)
by: Khlaut, Julien, et al.
Published: (2024)
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering
by: Han, Rujun, et al.
Published: (2024)
by: Han, Rujun, et al.
Published: (2024)
Similar Items
-
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey
by: Tanjim, Md Mehrab, et al.
Published: (2025) -
Is Safety Standard Same for Everyone? User-Specific Safety Evaluation of Large Language Models
by: In, Yeonjun, et al.
Published: (2025) -
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
by: Liu, Yujian, et al.
Published: (2024) -
SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials
by: Kim, Wonjoong, et al.
Published: (2024) -
Exploring Rewriting Approaches for Different Conversational Tasks
by: Tanjim, Md Mehrab, et al.
Published: (2025)