Cover Image

FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Zhenyu, Fan, Sunqi, Gu, Yu, Li, Xiuxing, Duan, Zhichao, Dong, Bowen, Liu, Ning, Wang, Jianyong
Format:	Preprint
Published:	2023
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Optimization Techniques for Unsupervised Complex Table Reasoning via Self-Training Framework
by: Li, Zhenyu, et al.
Published: (2022)

Negative Matters: Multi-Granularity Hard-Negative Synthesis and Anchor-Token-Aware Pooling for Enhanced Text Embeddings
by: Pan, Tengyu, et al.
Published: (2025)

COMM:Concentrated Margin Maximization for Robust Document-Level Relation Extraction
by: Duan, Zhichao, et al.
Published: (2025)

MCTS-KBQA: Monte Carlo Tree Search for Knowledge Base Question Answering
by: Xiong, Guanming, et al.
Published: (2025)

KBQA-R1: Reinforcing Large Language Models for Knowledge Base Question Answering
by: Sun, Xin, et al.
Published: (2025)

LB-KBQA: Large-language-model and BERT based Knowledge-Based Question and Answering System
by: Zhao, Yan, et al.
Published: (2024)

Agentic Keyframe Search for Video Question Answering
by: Fan, Sunqi, 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)

Interactive-KBQA: Multi-Turn Interactions for Knowledge Base Question Answering with Large Language Models
by: Xiong, Guanming, et al.
Published: (2024)

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

Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task
by: Fan, Sunqi, et al.
Published: (2025)

Dynamic Few-Shot Learning for Knowledge Graph Question Answering
by: D'Abramo, Jacopo, et al.
Published: (2024)

LLM Distillation for Efficient Few-Shot Multiple Choice Question Answering
by: Sutanto, Patrick, et al.
Published: (2024)

TROI: Cross-Subject Pretraining with Sparse Voxel Selection for Enhanced fMRI Visual Decoding
by: Wang, Ziyu, et al.
Published: (2025)

Brain Inspired Adaptive Memory Dual-Net for Few-Shot Image Classification
by: Di, Kexin, et al.
Published: (2025)

FlexServe: A Fast and Secure LLM Serving System for Mobile Devices with Flexible Resource Isolation
by: Wu, Yinpeng, et al.
Published: (2026)

ST-Raptor: LLM-Powered Semi-Structured Table Question Answering
by: Tang, Zirui, et al.
Published: (2025)

FM2DS: Few-Shot Multimodal Multihop Data Synthesis with Knowledge Distillation for Question Answering
by: Abaskohi, Amirhossein, et al.
Published: (2024)

Prompting-based Synthetic Data Generation for Few-Shot Question Answering
by: Schmidt, Maximilian, et al.
Published: (2024)

Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
by: Awal, Rabiul, et al.
Published: (2023)

Electrocardiogram-Language Model for Few-Shot Question Answering with Meta Learning
by: Tang, Jialu, et al.
Published: (2024)

Meta-Adaptive Prompt Distillation for Few-Shot Visual Question Answering
by: Gupta, Akash, et al.
Published: (2025)

Improving Few-Shot Change Detection Visual Question Answering via Decision-Ambiguity-guided Reinforcement Fine-Tuning
by: Dong, Fuyu, et al.
Published: (2025)

Iterative Repair with Weak Verifiers for Few-shot Transfer in KBQA with Unanswerability
by: Sawhney, Riya, et al.
Published: (2024)

Dual Reasoning: A GNN-LLM Collaborative Framework for Knowledge Graph Question Answering
by: Liu, Guangyi, et al.
Published: (2024)

FlexQuant: A Flexible and Efficient Dynamic Precision Switching Framework for LLM Quantization
by: Liu, Fangxin, et al.
Published: (2025)

Few-Shot Data Synthesis for Open Domain Multi-Hop Question Answering
by: Chen, Mingda, et al.
Published: (2023)

iQUEST: An Iterative Question-Guided Framework for Knowledge Base Question Answering
by: Wang, Shuai, et al.
Published: (2025)

PL-FSCIL: Harnessing the Power of Prompts for Few-Shot Class-Incremental Learning
by: Tian, Songsong, et al.
Published: (2024)

Prompting Large Language Models with Partial Knowledge for Answering Questions with Unseen Entities
by: Yan, Zhichao, et al.
Published: (2025)

FocusLLM: Precise Understanding of Long Context by Dynamic Condensing
by: Li, Zhenyu, et al.
Published: (2024)

NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM
by: Lan, Jiayin, et al.
Published: (2025)

LinkQ: An LLM-Assisted Visual Interface for Knowledge Graph Question-Answering
by: Li, Harry, et al.
Published: (2024)

MaS-VQA: A Mask-and-Select Framework for Knowledge-Based Visual Question Answering
by: Mao, Xianwei, et al.
Published: (2026)

AirShot: Efficient Few-Shot Detection for Autonomous Exploration
by: Wang, Zihan, et al.
Published: (2024)

TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling
by: Liu, Longxiang, et al.
Published: (2024)

Atomic Fact Decomposition Helps Attributed Question Answering
by: Yan, Zhichao, et al.
Published: (2024)

Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning
by: Patidar, Mayur, et al.
Published: (2023)

VietMEAgent: Culturally-Aware Few-Shot Multimodal Explanation for Vietnamese Visual Question Answering
by: Nguyen, Hai-Dang, et al.
Published: (2025)

Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models
by: Meng, Tian, et al.
Published: (2024)