Cover Image

Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Baek, Ingeol, Chang, Hwan, Kim, Byeongjeong, Lee, Jimin, Lee, Hwanhee
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SAFE-SQL: Self-Augmented In-Context Learning with Fine-grained Example Selection for Text-to-SQL
by: Lee, Jimin, et al.
Published: (2025)

Crafting the Path: Robust Query Rewriting for Information Retrieval
by: Baek, Ingeol, et al.
Published: (2024)

Enhancing Multilingual RAG Systems with Debiased Language Preference-Guided Query Fusion
by: Park, Jeonghyun, et al.
Published: (2026)

Hallucinate at the Last in Long Response Generation: A Case Study on Long Document Summarization
by: Yang, Joonho, et al.
Published: (2025)

Chronological Passage Assembling in RAG framework for Temporal Question Answering
by: Kim, Byeongjeong, et al.
Published: (2025)

How Do Large Vision-Language Models See Text in Image? Unveiling the Distinctive Role of OCR Heads
by: Baek, Ingeol, et al.
Published: (2025)

Personality Editing for Language Models through Adjusting Self-Referential Queries
by: Hwang, Seojin, et al.
Published: (2025)

Beyond One Path: Evaluating and Enhancing Divergent Thinking in Interactive LLM Agents
by: Park, Jihyeong, et al.
Published: (2026)

FIZZ: Factual Inconsistency Detection by Zoom-in Summary and Zoom-out Document
by: Yang, Joonho, et al.
Published: (2024)

Doc-PP: Document Policy Preservation Benchmark for Large Vision-Language Models
by: Jang, Haeun, et al.
Published: (2026)

Dynamic Label Name Refinement for Few-Shot Dialogue Intent Classification
by: Park, Gyutae, et al.
Published: (2024)

Which Retain Set Matters for LLM Unlearning? A Case Study on Entity Unlearning
by: Chang, Hwan, et al.
Published: (2025)

Keep Security! Benchmarking Security Policy Preservation in Large Language Model Contexts Against Indirect Attacks in Question Answering
by: Chang, Hwan, et al.
Published: (2025)

Selective Demonstration Retrieval for Improved Implicit Hate Speech Detection
by: Kim, Yumin, et al.
Published: (2025)

Investigating Language Preference of Multilingual RAG Systems
by: Park, Jeonghyun, et al.
Published: (2025)

Conversational Query Reformulation with the Guidance of Retrieved Documents
by: Park, Jeonghyun, et al.
Published: (2024)

ChatInject: Abusing Chat Templates for Prompt Injection in LLM Agents
by: Chang, Hwan, et al.
Published: (2025)

MARCH: Evaluating the Intersection of Ambiguity Interpretation and Multi-hop Inference
by: Park, Jeonghyun, et al.
Published: (2025)

Low-Resource Cross-Lingual Summarization through Few-Shot Learning with Large Language Models
by: Park, Gyutae, et al.
Published: (2024)

Self-Routing RAG: Binding Selective Retrieval with Knowledge Verbalization
by: Wu, Di, et al.
Published: (2025)

Dynamic Order Template Prediction for Generative Aspect-Based Sentiment Analysis
by: Jun, Yonghyun, et al.
Published: (2024)

Exploring Persona Sentiment Sensitivity in Personalized Dialogue Generation
by: Jun, Yonghyun, et al.
Published: (2025)

ThoughtProbe: Classifier-Guided LLM Thought Space Exploration via Probing Representations
by: Wang, Zijian, et al.
Published: (2025)

MultiLexNorm++: A Unified Benchmark and a Generative Model for Lexical Normalization for Asian Languages
by: Buaphet, Weerayut, et al.
Published: (2026)

Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation
by: Lee, Zhan Peng, et al.
Published: (2025)

AdvisorQA: Towards Helpful and Harmless Advice-seeking Question Answering with Collective Intelligence
by: Kim, Minbeom, et al.
Published: (2024)

Accelerating Multilingual Language Model for Excessively Tokenized Languages
by: Hong, Jimin, et al.
Published: (2024)

Probing then Editing Response Personality of Large Language Models
by: Ju, Tianjie, et al.
Published: (2025)

Skill-RAG: Failure-State-Aware Retrieval Augmentation via Hidden-State Probing and Skill Routing
by: Wei, Kai, et al.
Published: (2026)

SDS KoPub VDR: A Benchmark Dataset for Visual Document Retrieval in Korean Public Documents
by: Lee, Jaehoon, et al.
Published: (2025)

ToDi: Token-wise Distillation via Fine-Grained Divergence Control
by: Jung, Seongryong, et al.
Published: (2025)

Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity
by: Jeong, Soyeong, et al.
Published: (2024)

Improving Retrieval for RAG based Question Answering Models on Financial Documents
by: Setty, Spurthi, et al.
Published: (2024)

PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers
by: Lee, Myeonghwa, et al.
Published: (2024)

Probing the Difficulty Perception Mechanism of Large Language Models
by: Lee, Sunbowen, et al.
Published: (2025)

From Imitation to Introspection: Probing Self-Consciousness in Language Models
by: Chen, Sirui, et al.
Published: (2024)

LifeTox: Unveiling Implicit Toxicity in Life Advice
by: Kim, Minbeom, et al.
Published: (2023)

Probing Language Models on Their Knowledge Source
by: Tighidet, Zineddine, et al.
Published: (2024)

Neuro-RIT: Neuron-Guided Instruction Tuning for Robust Retrieval-Augmented Language Model
by: Kim, Jaemin, et al.
Published: (2026)

RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation
by: Kim, Kiseung, et al.
Published: (2024)