Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs
Fuente:
arXiv
Saved in:
| Main Author: | Sarkar, Dipankar |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrieval
by: Jouanneau, Warren, et al.
Published: (2024)
by: Jouanneau, Warren, et al.
Published: (2024)
Multi-task retriever fine-tuning for domain-specific and efficient RAG
by: Béchard, Patrice, et al.
Published: (2025)
by: Béchard, Patrice, et al.
Published: (2025)
Knowledge Conflicts for LLMs: A Survey
by: Xu, Rongwu, et al.
Published: (2024)
by: Xu, Rongwu, et al.
Published: (2024)
LLMs as Assessors: Right for the Right Reason?
by: Saha, Sourav, et al.
Published: (2026)
by: Saha, Sourav, et al.
Published: (2026)
Search Arena: Analyzing Search-Augmented LLMs
by: Miroyan, Mihran, et al.
Published: (2025)
by: Miroyan, Mihran, et al.
Published: (2025)
SoftQE: Learned Representations of Queries Expanded by LLMs
by: Pimpalkhute, Varad, et al.
Published: (2024)
by: Pimpalkhute, Varad, et al.
Published: (2024)
The Structure-Content Trade-off in Knowledge Graph Retrieval
by: Six, Valentin, et al.
Published: (2025)
by: Six, Valentin, et al.
Published: (2025)
Improving Neural Topic Models with Wasserstein Knowledge Distillation
by: Adhya, Suman, et al.
Published: (2023)
by: Adhya, Suman, et al.
Published: (2023)
Ground-Truth Subgraphs for Better Training and Evaluation of Knowledge Graph Augmented LLMs
by: Cattaneo, Alberto, et al.
Published: (2025)
by: Cattaneo, Alberto, et al.
Published: (2025)
Is Implicit Knowledge Enough for LLMs? A RAG Approach for Tree-based Structures
by: Gupte, Mihir, et al.
Published: (2025)
by: Gupte, Mihir, et al.
Published: (2025)
Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration
by: Lv, Zheqi, et al.
Published: (2025)
by: Lv, Zheqi, et al.
Published: (2025)
Adaptive Two-Phase Finetuning LLMs for Japanese Legal Text Retrieval
by: Trung, Quang Hoang, et al.
Published: (2024)
by: Trung, Quang Hoang, et al.
Published: (2024)
LEAF: Knowledge Distillation of Text Embedding Models with Teacher-Aligned Representations
by: Vujanic, Robin, et al.
Published: (2025)
by: Vujanic, Robin, et al.
Published: (2025)
Beyond Retrieval: Ensembling Cross-Encoders and GPT Rerankers with LLMs for Biomedical QA
by: Verma, Shashank, et al.
Published: (2025)
by: Verma, Shashank, et al.
Published: (2025)
Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion
by: Dai, Wei, et al.
Published: (2024)
by: Dai, Wei, et al.
Published: (2024)
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases
by: Clemedtson, Alfred, et al.
Published: (2025)
by: Clemedtson, Alfred, et al.
Published: (2025)
Optimal Embedding Guided Negative Sample Generation for Knowledge Graph Link Prediction
by: Takamoto, Makoto, et al.
Published: (2025)
by: Takamoto, Makoto, et al.
Published: (2025)
UltRAG: a Universal Simple Scalable Recipe for Knowledge Graph RAG
by: Georgiev, Dobrik, et al.
Published: (2026)
by: Georgiev, Dobrik, et al.
Published: (2026)
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs
by: Ghosh, Madhusudan, et al.
Published: (2024)
by: Ghosh, Madhusudan, et al.
Published: (2024)
Are Smaller Open-Weight LLMs Closing the Gap to Proprietary Models for Biomedical Question Answering?
by: Stachura, Damian, et al.
Published: (2025)
by: Stachura, Damian, et al.
Published: (2025)
A Language-Driven Framework for Improving Personalized Recommendations: Merging LLMs with Traditional Algorithms
by: Goldstein, Aaron, et al.
Published: (2025)
by: Goldstein, Aaron, et al.
Published: (2025)
Question-Answer Extraction from Scientific Articles Using Knowledge Graphs and Large Language Models
by: Azarbonyad, Hosein, et al.
Published: (2025)
by: Azarbonyad, Hosein, et al.
Published: (2025)
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models
by: Pradeep, Ronak, et al.
Published: (2024)
by: Pradeep, Ronak, et al.
Published: (2024)
Simple Is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation
by: Li, Mufei, et al.
Published: (2024)
by: Li, Mufei, et al.
Published: (2024)
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
by: Fang, Jizhan, et al.
Published: (2024)
by: Fang, Jizhan, et al.
Published: (2024)
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
by: Zhu, Yuqi, et al.
Published: (2023)
by: Zhu, Yuqi, et al.
Published: (2023)
Judgement Citation Retrieval using Contextual Similarity
by: Dasula, Akshat Mohan, et al.
Published: (2024)
by: Dasula, Akshat Mohan, et al.
Published: (2024)
Twitter Sentiment Analysis using Distributed Word and Sentence Representation
by: Reddy, Dwarampudi Mahidhar, et al.
Published: (2019)
by: Reddy, Dwarampudi Mahidhar, et al.
Published: (2019)
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings
by: Liu, Kang
Published: (2024)
by: Liu, Kang
Published: (2024)
PaECTER: Patent-level Representation Learning using Citation-informed Transformers
by: Ghosh, Mainak, et al.
Published: (2024)
by: Ghosh, Mainak, et al.
Published: (2024)
Urdu News Article Recommendation Model using Natural Language Processing Techniques
by: Abbas, Syed Zain, et al.
Published: (2022)
by: Abbas, Syed Zain, et al.
Published: (2022)
IndicMedDialog: A Parallel Multi-Turn Medical Dialogue Dataset for Accessible Healthcare in Indic Languages
by: Nigam, Shubham Kumar, et al.
Published: (2026)
by: Nigam, Shubham Kumar, et al.
Published: (2026)
Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM
by: Kowsher, Md., et al.
Published: (2024)
by: Kowsher, Md., et al.
Published: (2024)
Navigating Ideation Space: Decomposed Conceptual Representations for Positioning Scientific Ideas
by: Shen, Yuexi, et al.
Published: (2026)
by: Shen, Yuexi, et al.
Published: (2026)
Navigating the Peril of Generated Alternative Facts: A ChatGPT-4 Fabricated Omega Variant Case as a Cautionary Tale in Medical Misinformation
by: Sallam, Malik, et al.
Published: (2024)
by: Sallam, Malik, et al.
Published: (2024)
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Models
by: Zhang, Jiaxin, et al.
Published: (2024)
by: Zhang, Jiaxin, et al.
Published: (2024)
Paths to Causality: Finding Informative Subgraphs Within Knowledge Graphs for Knowledge-Based Causal Discovery
by: Susanti, Yuni, et al.
Published: (2025)
by: Susanti, Yuni, et al.
Published: (2025)
Quantifying Document Impact in RAG-LLMs
by: Gerami, Armin, et al.
Published: (2025)
by: Gerami, Armin, et al.
Published: (2025)
Affordable AI Assistants with Knowledge Graph of Thoughts
by: Besta, Maciej, et al.
Published: (2025)
by: Besta, Maciej, et al.
Published: (2025)
CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation
by: Li, Yaoyiran, et al.
Published: (2024)
by: Li, Yaoyiran, et al.
Published: (2024)
Similar Items
-
Skill matching at scale: freelancer-project alignment for efficient multilingual candidate retrieval
by: Jouanneau, Warren, et al.
Published: (2024) -
Multi-task retriever fine-tuning for domain-specific and efficient RAG
by: Béchard, Patrice, et al.
Published: (2025) -
Knowledge Conflicts for LLMs: A Survey
by: Xu, Rongwu, et al.
Published: (2024) -
LLMs as Assessors: Right for the Right Reason?
by: Saha, Sourav, et al.
Published: (2026) -
Search Arena: Analyzing Search-Augmented LLMs
by: Miroyan, Mihran, et al.
Published: (2025)