Cover Image

Agentic LLMs for Question Answering over Tabular Data

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tyagi, Rishit, Gupta, Mohit, Bouri, Rahul
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving Narrative Classification and Explanation via Fine Tuned Language Models
by: Tyagi, Rishit, et al.
Published: (2025)

Towards Probabilistic Question Answering Over Tabular Data
by: Shen, Chen, et al.
Published: (2025)

PRISM: Agentic Retrieval with LLMs for Multi-Hop Question Answering
by: Nahid, Md Mahadi Hasan, et al.
Published: (2025)

Evaluating LLMs' Mathematical Reasoning in Financial Document Question Answering
by: Srivastava, Pragya, et al.
Published: (2024)

Agentic Medical Knowledge Graphs Enhance Medical Question Answering: Bridging the Gap Between LLMs and Evolving Medical Knowledge
by: Rezaei, Mohammad Reza, et al.
Published: (2025)

Question Answering on Patient Medical Records with Private Fine-Tuned LLMs
by: Kothari, Sara, et al.
Published: (2025)

Localizing and Mitigating Errors in Long-form Question Answering
by: Sachdeva, Rachneet, et al.
Published: (2024)

TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering
by: Ji, An-Yang, et al.
Published: (2026)

Calibrated Confidence Estimation for Tabular Question Answering
by: Voss, Lukas
Published: (2026)

SEAL: Self-Evolving Agentic Learning for Conversational Question Answering over Knowledge Graphs
by: Wang, Hao, et al.
Published: (2025)

Coal Mining Question Answering with LLMs
by: Rivera, Antonio Carlos, et al.
Published: (2024)

Evaluating Robustness of LLMs in Question Answering on Multilingual Noisy OCR Data
by: Piryani, Bhawna, et al.
Published: (2025)

Recursive Question Understanding for Complex Question Answering over Heterogeneous Personal Data
by: Christmann, Philipp, et al.
Published: (2025)

Accurate and Regret-aware Numerical Problem Solver for Tabular Question Answering
by: Wang, Yuxiang, et al.
Published: (2024)

ITUNLP at SemEval-2025 Task 8: Question-Answering over Tabular Data: A Zero-Shot Approach using LLM-Driven Code Generation
by: Site, Atakan, et al.
Published: (2025)

RAG-based Question Answering over Heterogeneous Data and Text
by: Christmann, Philipp, et al.
Published: (2024)

On the Calibration of Multilingual Question Answering LLMs
by: Yang, Yahan, et al.
Published: (2023)

Exploring the Robustness of Language Models for Tabular Question Answering via Attention Analysis
by: Bhandari, Kushal Raj, et al.
Published: (2024)

Accurate Table Question Answering with Accessible LLMs
by: Jiang, Yangfan, et al.
Published: (2026)

60 Data Points are Sufficient to Fine-Tune LLMs for Question-Answering
by: Ye, Junjie, et al.
Published: (2024)

From RAG to Agentic RAG for Faithful Islamic Question Answering
by: Bhatia, Gagan, et al.
Published: (2026)

QAnswer: Towards Question Answering Search over Websites
by: Guo, Kunpeng, et al.
Published: (2024)

Semantic Parsing for Question Answering over Knowledge Graphs
by: Wei, Sijia, et al.
Published: (2023)

Comprehensive Modeling and Question Answering of Cancer Clinical Practice Guidelines using LLMs
by: Gupta, Bhumika, et al.
Published: (2025)

Enhancing Question Answering on Charts Through Effective Pre-training Tasks
by: Gupta, Ashim, et al.
Published: (2024)

Generative Data Augmentation using LLMs improves Distributional Robustness in Question Answering
by: Chowdhury, Arijit Ghosh, et al.
Published: (2023)

AMANDA: Agentic Medical Knowledge Augmentation for Data-Efficient Medical Visual Question Answering
by: Wang, Ziqing, et al.
Published: (2025)

How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts?
by: Zhu, Xiliang, et al.
Published: (2025)

What Factors Affect LLMs and RLLMs in Financial Question Answering?
by: Wang, Peng, et al.
Published: (2025)

Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering
by: Pusch, Larissa, et al.
Published: (2024)

QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs
by: Kim, Minsang, et al.
Published: (2024)

MST5 -- Multilingual Question Answering over Knowledge Graphs
by: Srivastava, Nikit, et al.
Published: (2024)

DiscoTrace: Representing and Comparing Answering Strategies of Humans and LLMs in Information-Seeking Question Answering
by: Srikanth, Neha, et al.
Published: (2026)

GraphWalker: Agentic Knowledge Graph Question Answering via Synthetic Trajectory Curriculum
by: Xu, Shuwen, et al.
Published: (2026)

Moneyball with LLMs: Analyzing Tabular Summarization in Sports Narratives
by: Upadhyay, Ritam, et al.
Published: (2025)

HistoryBankQA: Multilingual Temporal Question Answering on Historical Events
by: Mandal, Biswadip, et al.
Published: (2025)

Automated Question Generation on Tabular Data for Conversational Data Exploration
by: Chaudhuri, Ritwik, et al.
Published: (2024)

Automatic Evaluation of Healthcare LLMs Beyond Question-Answering
by: Arias-Duart, Anna, et al.
Published: (2025)

Multi-Document Financial Question Answering using LLMs
by: Shah, Shalin, et al.
Published: (2024)

Conversational Question Answering with Reformulations over Knowledge Graph
by: Liu, Lihui, et al.
Published: (2023)