Explaining Black-box Language Models with Knowledge Probing Systems: A Post-hoc Explanation Perspective
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Yunxiao, Xu, Hao, Wang, Zhiqiang, Li, Xiaoli, Liang, Jiye, Li, Ru |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Learnable Game-theoretic Policy Optimization for Data-centric Self-explanation Rationalization
by: Zhao, Yunxiao, et al.
Published: (2025)
by: Zhao, Yunxiao, et al.
Published: (2025)
Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective
by: Yang, Rui, et al.
Published: (2024)
by: Yang, Rui, et al.
Published: (2024)
Consistency-Aware Editing for Entity-level Unlearning in Language Models
by: Han, Xiaoqi, et al.
Published: (2025)
by: Han, Xiaoqi, et al.
Published: (2025)
Generating Tables from the Parametric Knowledge of Language Models
by: Berkovitch, Yevgeni, et al.
Published: (2024)
by: Berkovitch, Yevgeni, et al.
Published: (2024)
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
by: Luo, Yujie, et al.
Published: (2024)
by: Luo, Yujie, et al.
Published: (2024)
Sonar-TS: Search-Then-Verify Natural Language Querying for Time Series Databases
by: Tan, Zhao, et al.
Published: (2026)
by: Tan, Zhao, et al.
Published: (2026)
Query Performance Explanation through Large Language Model for HTAP Systems
by: Xiu, Haibo, et al.
Published: (2024)
by: Xiu, Haibo, et al.
Published: (2024)
Multi-hop Question Answering over Knowledge Graphs using Large Language Models
by: Chakraborty, Abir
Published: (2024)
by: Chakraborty, Abir
Published: (2024)
Are Large Language Models a Good Replacement of Taxonomies?
by: Sun, Yushi, et al.
Published: (2024)
by: Sun, Yushi, et al.
Published: (2024)
Automated Data Visualization from Natural Language via Large Language Models: An Exploratory Study
by: Wu, Yang, et al.
Published: (2024)
by: Wu, Yang, et al.
Published: (2024)
Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
by: Liu, Shuqi, et al.
Published: (2025)
by: Liu, Shuqi, et al.
Published: (2025)
Structure Guided Large Language Model for SQL Generation
by: Zhang, Qinggang, et al.
Published: (2024)
by: Zhang, Qinggang, et al.
Published: (2024)
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
by: Pei, Wenqi, et al.
Published: (2025)
by: Pei, Wenqi, et al.
Published: (2025)
Editing Conceptual Knowledge for Large Language Models
by: Wang, Xiaohan, et al.
Published: (2024)
by: Wang, Xiaohan, et al.
Published: (2024)
Generating Knowledge Graphs from Large Language Models: A Comparative Study of GPT-4, LLaMA 2, and BERT
by: Bhatt, Ahan, et al.
Published: (2024)
by: Bhatt, Ahan, et al.
Published: (2024)
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
by: Zhang, Shaolei, et al.
Published: (2025)
by: Zhang, Shaolei, et al.
Published: (2025)
Knowledge Editing on Black-box Large Language Models
by: Song, Xiaoshuai, et al.
Published: (2024)
by: Song, Xiaoshuai, et al.
Published: (2024)
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
by: Zhang, Ningyu, et al.
Published: (2024)
by: Zhang, Ningyu, et al.
Published: (2024)
Reframing Spatial Reasoning Evaluation in Language Models: A Real-World Simulation Benchmark for Qualitative Reasoning
by: Li, Fangjun, et al.
Published: (2024)
by: Li, Fangjun, et al.
Published: (2024)
OsmT: Bridging OpenStreetMap Queries and Natural Language with Open-source Tag-aware Language Models
by: Wan, Zhuoyue, et al.
Published: (2025)
by: Wan, Zhuoyue, et al.
Published: (2025)
Aligning Large Language Models to a Domain-specific Graph Database for NL2GQL
by: Liang, Yuanyuan, et al.
Published: (2024)
by: Liang, Yuanyuan, et al.
Published: (2024)
Graph Learning in the Era of LLMs: A Survey from the Perspective of Data, Models, and Tasks
by: Li, Xunkai, et al.
Published: (2024)
by: Li, Xunkai, et al.
Published: (2024)
LLM and Agent-Driven Data Analysis: A Systematic Approach for Enterprise Applications and System-level Deployment
by: Wang, Xi, et al.
Published: (2025)
by: Wang, Xi, et al.
Published: (2025)
DataVisT5: A Pre-trained Language Model for Jointly Understanding Text and Data Visualization
by: Wan, Zhuoyue, et al.
Published: (2024)
by: Wan, Zhuoyue, et al.
Published: (2024)
KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs
by: Xu, Yongqin, et al.
Published: (2024)
by: Xu, Yongqin, et al.
Published: (2024)
NAT-NL2GQL: A Novel Multi-Agent Framework for Translating Natural Language to Graph Query Language
by: Liang, Yuanyuan, et al.
Published: (2024)
by: Liang, Yuanyuan, et al.
Published: (2024)
SPENCE: A Syntactic Probe for Detecting Contamination in NL2SQL Benchmarks
by: Safarzadeh, Mohammadtaher, et al.
Published: (2026)
by: Safarzadeh, Mohammadtaher, et al.
Published: (2026)
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
by: Li, Zhoubo, et al.
Published: (2023)
by: Li, Zhoubo, et al.
Published: (2023)
Knowledge prompt chaining for semantic modeling
by: Ding, Ning Pei, et al.
Published: (2025)
by: Ding, Ning Pei, et al.
Published: (2025)
Are Large Language Models the New Interface for Data Pipelines?
by: Junior, Sylvio Barbon, et al.
Published: (2024)
by: Junior, Sylvio Barbon, et al.
Published: (2024)
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding
by: Jin, Rihui, et al.
Published: (2024)
by: Jin, Rihui, et al.
Published: (2024)
Analyzing the Effectiveness of Large Language Models on Text-to-SQL Synthesis
by: Roberson, Richard, et al.
Published: (2024)
by: Roberson, Richard, et al.
Published: (2024)
GraLMatch: Matching Groups of Entities with Graphs and Language Models
by: Pardo, Fernando De Meer, et al.
Published: (2024)
by: Pardo, Fernando De Meer, et al.
Published: (2024)
DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
OmniPred: Language Models as Universal Regressors
by: Song, Xingyou, et al.
Published: (2024)
by: Song, Xingyou, et al.
Published: (2024)
Enabling LLM Knowledge Analysis via Extensive Materialization
by: Hu, Yujia, et al.
Published: (2024)
by: Hu, Yujia, et al.
Published: (2024)
Knowledge Distillation with Structured Chain-of-Thought for Text-to-SQL
by: Thaker, Khushboo, et al.
Published: (2025)
by: Thaker, Khushboo, et al.
Published: (2025)
Dial: A Knowledge-Grounded Dialect-Specific NL2SQL System
by: Zhang, Xiang, et al.
Published: (2026)
by: Zhang, Xiang, et al.
Published: (2026)
GaussMaster: An LLM-based Database Copilot System
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
TableLlama: Towards Open Large Generalist Models for Tables
by: Zhang, Tianshu, et al.
Published: (2023)
by: Zhang, Tianshu, et al.
Published: (2023)
Similar Items
-
Learnable Game-theoretic Policy Optimization for Data-centric Self-explanation Rationalization
by: Zhao, Yunxiao, et al.
Published: (2025) -
Graphusion: A RAG Framework for Knowledge Graph Construction with a Global Perspective
by: Yang, Rui, et al.
Published: (2024) -
Consistency-Aware Editing for Entity-level Unlearning in Language Models
by: Han, Xiaoqi, et al.
Published: (2025) -
Generating Tables from the Parametric Knowledge of Language Models
by: Berkovitch, Yevgeni, et al.
Published: (2024) -
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
by: Luo, Yujie, et al.
Published: (2024)