Image de couverture de livre

Iterative NLP Query Refinement for Enhancing Domain-Specific Information Retrieval: A Case Study in Career Services

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Peimani, Elham, Singh, Gurpreet, Mahyavanshi, Nisarg, Arora, Aman, Shaikh, Awais
Format:	Preprint
Publié:	2024
Sujets:	Information Retrieval Computation and Language I.7.3; H.3.3
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Query-Centric Graph Retrieval Augmented Generation
par: Wu, Yaxiong, et autres
Publié: (2025)

A Case Study of Balanced Query Recommendation on Wikipedia
par: Mishra, Harshit, et autres
Publié: (2025)

Meta Knowledge for Retrieval Augmented Large Language Models
par: Mombaerts, Laurent, et autres
Publié: (2024)

Career-Aware Resume Tailoring via Multi-Source Retrieval-Augmented Generation with Provenance Tracking: A Case Study
par: Abhinav, Kumar
Publié: (2026)

Uncovering the Limitations of Query Performance Prediction: Failures, Insights, and Implications for Selective Query Processing
par: Chifu, Adrian-Gabriel, et autres
Publié: (2025)

ReCoVR: Closing the Loop in Interactive Composed Video Retrieval
par: Zhang, Bingqing, et autres
Publié: (2026)

BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
par: Bacellar, Andre
Publié: (2026)

Knowledge-Aware Iterative Retrieval for Multi-Agent Systems
par: Song, Seyoung
Publié: (2025)

Expanding Relevance Judgments for Medical Case-based Retrieval Task with Multimodal LLMs
par: Pires, Catarina, et autres
Publié: (2025)

Architecture Matters More Than Scale: A Comparative Study of Retrieval and Memory Augmentation for Financial QA Under SME Compute Constraints
par: Liu, Jianan, et autres
Publié: (2026)

Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems
par: Meghwani, Hansa, et autres
Publié: (2025)

Prompt-RAG: Pioneering Vector Embedding-Free Retrieval-Augmented Generation in Niche Domains, Exemplified by Korean Medicine
par: Kang, Bongsu, et autres
Publié: (2024)

Temporal Leakage in Search-Engine Date-Filtered Web Retrieval: A Retrospective Forecasting Case Study
par: Lahib, Ali El, et autres
Publié: (2026)

Optimizing open-domain question answering with graph-based retrieval augmented generation
par: Cahoon, Joyce, et autres
Publié: (2025)

Generative Query Reformulation Using Ensemble Prompting, Document Fusion, and Relevance Feedback
par: Dhole, Kaustubh D., et autres
Publié: (2024)

A Chain-of-Thought Approach to Semantic Query Categorization in e-Commerce Taxonomies
par: Duraj, Jetlir, et autres
Publié: (2026)

MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits
par: Xiang, Yixin, et autres
Publié: (2026)

Walk&Retrieve: Simple Yet Effective Zero-shot Retrieval-Augmented Generation via Knowledge Graph Walks
par: Böckling, Martin, et autres
Publié: (2025)

FAIR-RAG: Faithful Adaptive Iterative Refinement for Retrieval-Augmented Generation
par: Asl, Mohammad Aghajani, et autres
Publié: (2025)

Numbers Matter! Bringing Quantity-awareness to Retrieval Systems
par: Almasian, Satya, et autres
Publié: (2024)

SkillForge: Forging Domain-Specific, Self-Evolving Agent Skills in Cloud Technical Support
par: Liu, Xingyan, et autres
Publié: (2026)

Counterfactual Evaluation of Ads Ranking Models through Domain Adaptation
par: Radwan, Mohamed A., et autres
Publié: (2024)

MLDocRAG: Multimodal Long-Context Document Retrieval Augmented Generation
par: Zhang, Yongyue, et autres
Publié: (2026)

Prompt Perturbation in Retrieval-Augmented Generation based Large Language Models
par: Hu, Zhibo, et autres
Publié: (2024)

MasterSet: A Large-Scale Benchmark for Must-Cite Citation Recommendation in the AI/ML Literature
par: Ratul, Md Toyaha Rahman, et autres
Publié: (2026)

Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation
par: Iana, Andreea, et autres
Publié: (2023)

Session Context Embedding for Intent Understanding in Product Search
par: Mehrdad, Navid, et autres
Publié: (2024)

Scaling Multilingual Semantic Search in Uber Eats Delivery
par: Ling, Bo, et autres
Publié: (2026)

Does UMBRELA Work on Other LLMs?
par: Farzi, Naghmeh, et autres
Publié: (2025)

LENS: A Staged Design for Interaction Granularityin Sequential CTR Prediction
par: Wang, Yuan, et autres
Publié: (2026)

Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations
par: Chen, Zerui, et autres
Publié: (2026)

Algorithmic Trust and Compliance: Benchmarking Brand Notability for UK iGaming Entities in Generative Search Engines
par: Oruesagasti, Julen
Publié: (2026)

Criteria-Based LLM Relevance Judgments
par: Farzi, Naghmeh, et autres
Publié: (2025)

Intent-Driven Dynamic Chunking: Segmenting Documents to Reflect Predicted Information Needs
par: Koutsiaris, Christos
Publié: (2026)

Graph-GRPO: Dependency-Aware Credit Assignment for Generative E-commerce Search Relevance
par: Che, Jiarui, et autres
Publié: (2026)

Mind the Gap: Aligning Knowledge Bases with User Needs to Enhance Mental Health Retrieval
par: Chan, Amanda, et autres
Publié: (2025)

AI Enhanced Ontology Driven NLP for Intelligent Cloud Resource Query Processing Using Knowledge Graphs
par: Sunkara, Krishna Chaitanya, et autres
Publié: (2025)

Evaluating Perspectival Biases in Cross-Modal Retrieval
par: Saengsukhiran, Teerapol, et autres
Publié: (2025)

Harnessing multiple LLMs for Information Retrieval: A case study on Deep Learning methodologies in Biodiversity publications
par: Kommineni, Vamsi Krishna, et autres
Publié: (2024)

MeVer at CheckThat! 2026: Cluster-Aware Hard-Negative Mining for Multilingual Scientific-Source Retrieval
par: Bakagianni, Juli, et autres
Publié: (2026)