Cover Image

GIER: Gap-Driven Self-Refinement for Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Dewri, Rinku
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Interpretation Gaps in LLM-Assisted Comprehension of Privacy Documents
by: Dewri, Rinku
Published: (2025)

Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models
by: Cong, Youan, et al.
Published: (2024)

Hybrid Student-Teacher Large Language Model Refinement for Cancer Toxicity Symptom Extraction
by: Khanmohammadi, Reza, et al.
Published: (2024)

Self-Calibrated Listwise Reranking with Large Language Models
by: Ren, Ruiyang, et al.
Published: (2024)

Refining Wikidata Taxonomy using Large Language Models
by: Peng, Yiwen, et al.
Published: (2024)

Distillation and Refinement of Reasoning in Small Language Models for Document Re-ranking
by: Samarinas, Chris, et al.
Published: (2025)

Data-Driven Function Calling Improvements in Large Language Model for Online Financial QA
by: Tang, Xing, et al.
Published: (2026)

Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search
by: Wang, Mingyue, et al.
Published: (2026)

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
by: Xu, Shicheng, et al.
Published: (2024)

Unleashing the Power of Large Language Models in Zero-shot Relation Extraction via Self-Prompting
by: Liu, Siyi, et al.
Published: (2024)

Large Language Models as Narrative-Driven Recommenders
by: Eberhard, Lukas, et al.
Published: (2024)

Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning
by: Liang, Xun, et al.
Published: (2024)

Assessing the Performance Gap Between Lexical and Semantic Models for Information Retrieval With Formulaic Legal Language
by: Mori, Larissa, et al.
Published: (2025)

Persona-DB: Efficient Large Language Model Personalization for Response Prediction with Collaborative Data Refinement
by: Sun, Chenkai, et al.
Published: (2024)

Graph Fusion Across Languages using Large Language Models
by: Kyaw, Kaung Myat, et al.
Published: (2026)

Hallucination Detection and Evaluation of Large Language Model
by: Zhang, Chenggong, et al.
Published: (2025)

Metacognitive Retrieval-Augmented Large Language Models
by: Zhou, Yujia, et al.
Published: (2024)

Large Language Models as Evaluators for Recommendation Explanations
by: Zhang, Xiaoyu, et al.
Published: (2024)

Enhance Graph Alignment for Large Language Models
by: Luo, Haitong, et al.
Published: (2024)

Improving Text Embeddings with Large Language Models
by: Wang, Liang, et al.
Published: (2023)

Evaluating Large Language Models for Cross-Lingual Retrieval
by: Zuo, Longfei, et al.
Published: (2025)

Making Large Language Models Efficient Dense Retrievers
by: Lei, Yibin, et al.
Published: (2025)

Analyzing the Role of Context in Forecasting with Large Language Models
by: Mutschlechner, Gerrit, et al.
Published: (2025)

ConExion: Concept Extraction with Large Language Models
by: Norouzi, Ebrahim, et al.
Published: (2025)

Large Language Models for Information Retrieval: A Survey
by: Zhu, Yutao, et al.
Published: (2023)

Learning to Retrieve In-Context Examples for Large Language Models
by: Wang, Liang, et al.
Published: (2023)

Large Language Models for Stemming: Promises, Pitfalls and Failures
by: Wang, Shuai, et al.
Published: (2024)

Ambiguity-Aware In-Context Learning with Large Language Models
by: Gao, Lingyu, et al.
Published: (2023)

Mitigating Entity-Level Hallucination in Large Language Models
by: Su, Weihang, et al.
Published: (2024)

Corpus-Steered Query Expansion with Large Language Models
by: Lei, Yibin, et al.
Published: (2024)

Large Language Models' Detection of Political Orientation in Newspapers
by: Buscemi, Alessio, et al.
Published: (2024)

A Large-Scale Study of Relevance Assessments with Large Language Models: An Initial Look
by: Upadhyay, Shivani, et al.
Published: (2024)

LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models
by: Man, Hieu, et al.
Published: (2025)

MDEval: Evaluating and Enhancing Markdown Awareness in Large Language Models
by: Chen, Zhongpu, et al.
Published: (2025)

Enhancing Lexicon-Based Text Embeddings with Large Language Models
by: Lei, Yibin, et al.
Published: (2025)

A Survey on Large Language Models in Multimodal Recommender Systems
by: Lopez-Avila, Alejo, et al.
Published: (2025)

Music Recommendation with Large Language Models: Challenges, Opportunities, and Evaluation
by: Epure, Elena V., et al.
Published: (2025)

Collaborative Cross-modal Fusion with Large Language Model for Recommendation
by: Liu, Zhongzhou, et al.
Published: (2024)

Generative Multi-Modal Knowledge Retrieval with Large Language Models
by: Long, Xinwei, et al.
Published: (2024)

Exploring Large Language Models for Product Attribute Value Identification
by: Sabeh, Kassem, et al.
Published: (2024)