Enhancing Knowledge Retrieval with In-Context Learning and Semantic Search through Generative AI

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ghali, Mohammed-Khalil, Farrag, Abdelrahman, Won, Daehan, Jin, Yu
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BEYONDWORDS is All You Need: Agentic Generative AI based Social Media Themes Extractor
by: Ghali, Mohammed-Khalil, et al.
Published: (2025)

Semantic Search for Information Retrieval
by: Farivar, Kayla
Published: (2025)

Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation
by: Abdallah, Abdelrahman, et al.
Published: (2025)

Are LLM-Based Retrievers Worth Their Cost? An Empirical Study of Efficiency, Robustness, and Reasoning Overhead
by: Abdallah, Abdelrahman, et al.
Published: (2026)

Enhancing Retrieval Processes for Language Generation with Augmented Queries
by: Ghali, Julien Pierre Edmond, et al.
Published: (2024)

Rare Class Prediction Model for Smart Industry in Semiconductor Manufacturing
by: Farrag, Abdelrahman, et al.
Published: (2024)

TEMPO: A Realistic Multi-Domain Benchmark for Temporal Reasoning-Intensive Retrieval
by: Abdallah, Abdelrahman, et al.
Published: (2026)

Prospects of Retrieval Augmented Generation (RAG) for Academic Library Search and Retrieval
by: Bevara, Ravi, et al.
Published: (2025)

RECOR: Reasoning-focused Multi-turn Conversational Retrieval Benchmark
by: Ali, Mohammed, et al.
Published: (2026)

Enhancing LLM-based Recommendation through Semantic-Aligned Collaborative Knowledge
by: Wang, Zihan, et al.
Published: (2025)

Context-Aware Search and Retrieval Under Token Erasure
by: Ghasvarianjahromi, Sara, et al.
Published: (2026)

Context-Aware Search and Retrieval Over Erasure Channels
by: Ghasvarianjahromi, Sara, et al.
Published: (2025)

Enhancing Spectral Knowledge Interrogation: A Reliable Retrieval-Augmented Generative Framework on Large Language Models
by: Liang, Jiheng, et al.
Published: (2024)

KERAG_R: Knowledge-Enhanced Retrieval-Augmented Generation for Recommendation
by: Meng, Zeyuan, et al.
Published: (2025)

Knowledge Retrieval Based on Generative AI
by: Yang, Te-Lun, et al.
Published: (2025)

Learning to Trust: Dynamic Utilization of Retrieval-Augmented Generation for E-commerce Search Relevance
by: Xu, Tingqiao, et al.
Published: (2025)

RankArena: A Unified Platform for Evaluating Retrieval, Reranking and RAG with Human and LLM Feedback
by: Abdallah, Abdelrahman, et al.
Published: (2025)

Advancing Similarity Search with GenAI: A Retrieval Augmented Generation Approach
by: Bertin, Jean
Published: (2024)

Negative Sampling Techniques in Information Retrieval: A Survey
by: Wischounig, Laurin, et al.
Published: (2026)

SustainableQA: A Comprehensive Question Answering Dataset for Corporate Sustainability and EU Taxonomy Reporting
by: Ali, Mohammed, et al.
Published: (2025)

Efficient Generative Retrieval for E-commerce Search with Semantic Cluster IDs and Expert-Guided RL
by: Zhu, Jianbo, et al.
Published: (2026)

Semantic-enhanced Modality-asymmetric Retrieval for Online E-commerce Search
by: Zhou, Zhigong, et al.
Published: (2025)

Enhancing Healthcare Search Intent Recognition with Query Representation Learning and Session Context
by: Sahijwani, Harshita Jagdish, et al.
Published: (2026)

Enhancing Knowledge Retrieval with Topic Modeling for Knowledge-Grounded Dialogue
by: Tran, Nhat, et al.
Published: (2024)

Differentially Private Datastore Generation for Retrieval-Augmented Inference
by: Abouelenein, Abdelrahman, et al.
Published: (2026)

Semantic Retrieval for Product Search in E-Commerce
by: Kothari, Nikhil, et al.
Published: (2026)

Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning
by: Si, Zihua, et al.
Published: (2023)

A Comparative Study of Retrieval Methods in Azure AI Search
by: Mao, Qiang, et al.
Published: (2025)

Semantic IDs for Joint Generative Search and Recommendation
by: Penha, Gustavo, et al.
Published: (2025)

Machine Assistant with Reliable Knowledge: Enhancing Student Learning via RAG-based Retrieval
by: Lian, Yongsheng
Published: (2025)

Learning Contextual Retrieval for Robust Conversational Search
by: Yang, Seunghan, et al.
Published: (2025)

FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation
by: Wang, Shuai, et al.
Published: (2024)

Mitigating Collaborative Semantic ID Staleness in Generative Retrieval
by: Baikalov, Vladimir, et al.
Published: (2026)

Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment
by: Hong, Seongtae, et al.
Published: (2026)

BracketRank: Large Language Model Document Ranking via Reasoning-based Competitive Elimination
by: Abdallah, Abdelrahman, et al.
Published: (2026)

Revisiting General Map Search via Generative Point-of-Interest Retrieval
by: Chen, Dong, et al.
Published: (2026)

MLLM-Driven Semantic Identifier Generation for Generative Cross-Modal Retrieval
by: Li, Tianyuan, et al.
Published: (2025)

RAG-Match: Retrieval-Augmented Knowledge Injection and Hierarchical Reasoning for Calibrated Semantic Relevance
by: Jiang, Hengjun, et al.
Published: (2026)

Knowledge Graph Context-Enhanced Diversified Recommendation
by: Liu, Xiaolong, et al.
Published: (2023)

Enhancing Semantic Document Retrieval- Employing Group Steiner Tree Algorithm with Domain Knowledge Enrichment
by: Kulkarni, Apurva, et al.
Published: (2025)