ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Xiaoke, Li, Songze, Liu, Zhiqiang, Gong, Zhaoyan, Liu, Yuanxiang, Chen, Huajun, Zhang, Wen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
by: Gong, Zhaoyan, et al.
Published: (2026)
by: Gong, Zhaoyan, et al.
Published: (2026)
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
by: Gong, Zhaoyan, et al.
Published: (2025)
by: Gong, Zhaoyan, et al.
Published: (2025)
CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
by: Liu, Yuanxiang, et al.
Published: (2026)
by: Liu, Yuanxiang, et al.
Published: (2026)
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
by: Li, Songze, et al.
Published: (2025)
by: Li, Songze, et al.
Published: (2025)
Deceiving Question-Answering Models: A Hybrid Word-Level Adversarial Approach
by: Li, Jiyao, et al.
Published: (2024)
by: Li, Jiyao, et al.
Published: (2024)
Harnessing Adaptive Topology Representations for Zero-Shot Graph Question Answering
by: Wei, Yanbin, et al.
Published: (2025)
by: Wei, Yanbin, et al.
Published: (2025)
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering
by: Zhang, Yichi, et al.
Published: (2023)
by: Zhang, Yichi, et al.
Published: (2023)
COMPKE: Complex Question Answering under Knowledge Editing
by: Cheng, Keyuan, et al.
Published: (2025)
by: Cheng, Keyuan, et al.
Published: (2025)
Beyond Independent Passages: Adaptive Passage Combination Retrieval for Retrieval Augmented Open-Domain Question Answering
by: Ko, Ting-Wen, et al.
Published: (2025)
by: Ko, Ting-Wen, et al.
Published: (2025)
Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching
by: Li, Songze, et al.
Published: (2025)
by: Li, Songze, et al.
Published: (2025)
Temporal Knowledge Graph Question Answering: A Survey
by: Su, Miao, et al.
Published: (2024)
by: Su, Miao, et al.
Published: (2024)
Seek and Solve Reasoning for Table Question Answering
by: Jiang, Ruya, et al.
Published: (2024)
by: Jiang, Ruya, et al.
Published: (2024)
A Semantic-Sampling Framework for Evaluating Calibration in Open-Ended Question Answering
by: Wang, Zhanliang, et al.
Published: (2026)
by: Wang, Zhanliang, et al.
Published: (2026)
TrustUQA: A Trustful Framework for Unified Structured Data Question Answering
by: Zhang, Wen, et al.
Published: (2024)
by: Zhang, Wen, et al.
Published: (2024)
Deep Learning Approaches for Improving Question Answering Systems in Hepatocellular Carcinoma Research
by: Huo, Shuning, et al.
Published: (2024)
by: Huo, Shuning, et al.
Published: (2024)
TopBench: A Benchmark for Implicit Prediction and Reasoning over Tabular Question Answering
by: Ji, An-Yang, et al.
Published: (2026)
by: Ji, An-Yang, et al.
Published: (2026)
Case-Based Reasoning Approach for Solving Financial Question Answering
by: Kim, Yikyung, et al.
Published: (2024)
by: Kim, Yikyung, et al.
Published: (2024)
Gradually Excavating External Knowledge for Implicit Complex Question Answering
by: Liu, Chang, et al.
Published: (2026)
by: Liu, Chang, et al.
Published: (2026)
Interpretable Question Answering with Knowledge Graphs
by: Aneja, Kartikeya, et al.
Published: (2025)
by: Aneja, Kartikeya, et al.
Published: (2025)
SQuARE: Sequential Question Answering Reasoning Engine for Enhanced Chain-of-Thought in Large Language Models
by: Fleischer, Daniel, et al.
Published: (2025)
by: Fleischer, Daniel, et al.
Published: (2025)
NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
by: Zhang, Zheyuan, et al.
Published: (2024)
by: Zhang, Zheyuan, et al.
Published: (2024)
HPE:Answering Complex Questions over Text by Hybrid Question Parsing and Execution
by: Liu, Ye, et al.
Published: (2023)
by: Liu, Ye, et al.
Published: (2023)
Self-Correction Distillation for Structured Data Question Answering
by: Zhu, Yushan, et al.
Published: (2025)
by: Zhu, Yushan, et al.
Published: (2025)
WikiMixQA: A Multimodal Benchmark for Question Answering over Tables and Charts
by: Foroutan, Negar, et al.
Published: (2025)
by: Foroutan, Negar, et al.
Published: (2025)
Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering
by: Shi, Yucheng, et al.
Published: (2024)
by: Shi, Yucheng, et al.
Published: (2024)
On the Limitations of Rank-One Model Editing in Answering Multi-hop Questions
by: He, Zhiyuan, et al.
Published: (2026)
by: He, Zhiyuan, et al.
Published: (2026)
STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering
by: Bi, Zhenyu, et al.
Published: (2024)
by: Bi, Zhenyu, et al.
Published: (2024)
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
by: Kong, Yaxuan, et al.
Published: (2025)
by: Kong, Yaxuan, et al.
Published: (2025)
Joint Multi-Facts Reasoning Network For Complex Temporal Question Answering Over Knowledge Graph
by: Huang, Rikui, et al.
Published: (2024)
by: Huang, Rikui, et al.
Published: (2024)
A Hybrid Search for Complex Table Question Answering in Securities Report
by: Shirafuji, Daiki, et al.
Published: (2025)
by: Shirafuji, Daiki, et al.
Published: (2025)
ASTRA: A Negotiation Agent with Adaptive and Strategic Reasoning via Tool-integrated Action for Dynamic Offer Optimization
by: Kwon, Deuksin, et al.
Published: (2025)
by: Kwon, Deuksin, et al.
Published: (2025)
Temporal-Aware Heterogeneous Graph Reasoning with Multi-View Fusion for Temporal Question Answering
by: Wen, Wuzhenghong, et al.
Published: (2026)
by: Wen, Wuzhenghong, et al.
Published: (2026)
API-Assisted Code Generation for Question Answering on Varied Table Structures
by: Cao, Yihan, et al.
Published: (2023)
by: Cao, Yihan, et al.
Published: (2023)
Data Agent: A Holistic Architecture for Orchestrating Data+AI Ecosystems
by: Sun, Zhaoyan, et al.
Published: (2025)
by: Sun, Zhaoyan, et al.
Published: (2025)
Reliable Academic Conference Question Answering: A Study Based on Large Language Model
by: Huang, Zhiwei, et al.
Published: (2023)
by: Huang, Zhiwei, et al.
Published: (2023)
Decoupling Knowledge and Reasoning in Transformers: A Modular Architecture with Generalized Cross-Attention
by: Guo, Zhenyu, et al.
Published: (2025)
by: Guo, Zhenyu, et al.
Published: (2025)
Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering
by: Liu, Boyuan, et al.
Published: (2025)
by: Liu, Boyuan, et al.
Published: (2025)
Biomedical Entity Linking as Multiple Choice Question Answering
by: Lin, Zhenxi, et al.
Published: (2024)
by: Lin, Zhenxi, et al.
Published: (2024)
SEMQA: Semi-Extractive Multi-Source Question Answering
by: Schuster, Tal, et al.
Published: (2023)
by: Schuster, Tal, et al.
Published: (2023)
To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)
by: Zhan, Zaifu, et al.
Published: (2026)
Similar Items
-
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
by: Gong, Zhaoyan, et al.
Published: (2026) -
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
by: Gong, Zhaoyan, et al.
Published: (2025) -
CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
by: Liu, Yuanxiang, et al.
Published: (2026) -
Last Layer Logits to Logic: Empowering LLMs with Logic-Consistent Structured Knowledge Reasoning
by: Li, Songze, et al.
Published: (2025) -
Deceiving Question-Answering Models: A Hybrid Word-Level Adversarial Approach
by: Li, Jiyao, et al.
Published: (2024)