Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion
Fuente:
arXiv
Saved in:
| Main Authors: | Dai, Wei, Fu, Peng, Gan, Chunjing |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Judgement Citation Retrieval using Contextual Similarity
by: Dasula, Akshat Mohan, et al.
Published: (2024)
by: Dasula, Akshat Mohan, et al.
Published: (2024)
FGTR: Fine-Grained Multi-Table Retrieval via Hierarchical LLM Reasoning
by: Sun, Chaojie, et al.
Published: (2026)
by: Sun, Chaojie, et al.
Published: (2026)
The Structure-Content Trade-off in Knowledge Graph Retrieval
by: Six, Valentin, et al.
Published: (2025)
by: Six, Valentin, et al.
Published: (2025)
DS@GT at TREC TOT 2025: Bridging Vague Recollection with Fusion Retrieval and Learned Reranking
by: Zhou, Wenxin, et al.
Published: (2026)
by: Zhou, Wenxin, et al.
Published: (2026)
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)
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)
Description-Based Text Similarity
by: Ravfogel, Shauli, et al.
Published: (2023)
by: Ravfogel, Shauli, et al.
Published: (2023)
Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators
by: Su, Zhengyang, et al.
Published: (2026)
by: Su, Zhengyang, et al.
Published: (2026)
ORBIT: Preserving Foundational Language Capabilities in GenRetrieval via Origin-Regulated Merging
by: Verma, Neha, et al.
Published: (2026)
by: Verma, Neha, et al.
Published: (2026)
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)
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources
by: Baek, Jinheon, et al.
Published: (2026)
by: Baek, Jinheon, et al.
Published: (2026)
RAG over Tables: Hierarchical Memory Index, Multi-Stage Retrieval, and Benchmarking
by: Zou, Jiaru, et al.
Published: (2025)
by: Zou, Jiaru, et al.
Published: (2025)
AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
by: Xi, Zhiheng, et al.
Published: (2025)
by: Xi, Zhiheng, et al.
Published: (2025)
Large Language Model Can Be a Foundation for Hidden Rationale-Based Retrieval
by: Ji, Luo, et al.
Published: (2024)
by: Ji, Luo, et al.
Published: (2024)
Task-Adaptive Embedding Refinement via Test-time LLM Guidance
by: Gera, Ariel, et al.
Published: (2026)
by: Gera, Ariel, et al.
Published: (2026)
Context Retrieval via Normalized Contextual Latent Interaction for Conversational Agent
by: Liu, Junfeng, et al.
Published: (2023)
by: Liu, Junfeng, et al.
Published: (2023)
Sparse and Dense Retrievers Learn Better Together: Joint Sparse-Dense Optimization for Text-Image Retrieval
by: Song, Jonghyun, et al.
Published: (2025)
by: Song, Jonghyun, et al.
Published: (2025)
On the Theoretical Limitations of Embedding-Based Retrieval
by: Weller, Orion, et al.
Published: (2025)
by: Weller, Orion, et al.
Published: (2025)
MIRB: Mathematical Information Retrieval Benchmark
by: Ju, Haocheng, et al.
Published: (2025)
by: Ju, Haocheng, 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)
Beyond Relevance: Utility-Centric Retrieval in the LLM Era
by: Zhang, Hengran, et al.
Published: (2026)
by: Zhang, Hengran, et al.
Published: (2026)
Retrieval-Augmented Generation with Graphs (GraphRAG)
by: Han, Haoyu, et al.
Published: (2024)
by: Han, Haoyu, et al.
Published: (2024)
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities
by: Kim, To Eun, et al.
Published: (2024)
by: Kim, To Eun, et al.
Published: (2024)
IncDSI: Incrementally Updatable Document Retrieval
by: Kishore, Varsha, et al.
Published: (2023)
by: Kishore, Varsha, et al.
Published: (2023)
VERDI: Single-Call Confidence Estimation for Verification-Based LLM Judges via Decomposed Inference
by: Qi, Jasmine, et al.
Published: (2026)
by: Qi, Jasmine, et al.
Published: (2026)
Accelerating Retrieval-Augmented Language Model Serving with Speculation
by: Zhang, Zhihao, et al.
Published: (2024)
by: Zhang, Zhihao, et al.
Published: (2024)
Investigating Task Arithmetic for Zero-Shot Information Retrieval
by: Braga, Marco, et al.
Published: (2025)
by: Braga, Marco, et al.
Published: (2025)
Hierarchical Retrieval: The Geometry and a Pretrain-Finetune Recipe
by: You, Chong, et al.
Published: (2025)
by: You, Chong, et al.
Published: (2025)
DBAIOps: A Reasoning LLM-Enhanced Database Operation and Maintenance System using Knowledge Graphs
by: Zhou, Wei, et al.
Published: (2025)
by: Zhou, Wei, et al.
Published: (2025)
Optimizing Multi-Stage Language Models for Effective Text Retrieval
by: Trung, Quang Hoang, et al.
Published: (2024)
by: Trung, Quang Hoang, et al.
Published: (2024)
QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval
by: Kandula, Hemanth, et al.
Published: (2024)
by: Kandula, Hemanth, et al.
Published: (2024)
Arctic-Embed 2.0: Multilingual Retrieval Without Compromise
by: Yu, Puxuan, et al.
Published: (2024)
by: Yu, Puxuan, et al.
Published: (2024)
Scaling the Vocabulary of Non-autoregressive Models for Efficient Generative Retrieval
by: Valluri, Ravisri, et al.
Published: (2024)
by: Valluri, Ravisri, et al.
Published: (2024)
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions
by: Yang, Lixiao, et al.
Published: (2024)
by: Yang, Lixiao, et al.
Published: (2024)
From Topology to Retrieval: Decoding Embedding Spaces with Unified Signatures
by: Rottach, Florian, et al.
Published: (2025)
by: Rottach, Florian, et al.
Published: (2025)
Rank1: Test-Time Compute for Reranking in Information Retrieval
by: Weller, Orion, et al.
Published: (2025)
by: Weller, Orion, et al.
Published: (2025)
Path-Constrained Retrieval: A Structural Approach to Reliable LLM Agent Reasoning Through Graph-Scoped Semantic Search
by: Oladokun, Joseph
Published: (2025)
by: Oladokun, Joseph
Published: (2025)
Scaling Up LLM Reviews for Google Ads Content Moderation
by: Qiao, Wei, et al.
Published: (2024)
by: Qiao, Wei, et al.
Published: (2024)
Sequential LLM Framework for Fashion Recommendation
by: Liu, Han, et al.
Published: (2024)
by: Liu, Han, et al.
Published: (2024)
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)
Similar Items
-
Judgement Citation Retrieval using Contextual Similarity
by: Dasula, Akshat Mohan, et al.
Published: (2024) -
FGTR: Fine-Grained Multi-Table Retrieval via Hierarchical LLM Reasoning
by: Sun, Chaojie, et al.
Published: (2026) -
The Structure-Content Trade-off in Knowledge Graph Retrieval
by: Six, Valentin, et al.
Published: (2025) -
DS@GT at TREC TOT 2025: Bridging Vague Recollection with Fusion Retrieval and Learned Reranking
by: Zhou, Wenxin, et al.
Published: (2026) -
GraphRAFT: Retrieval Augmented Fine-Tuning for Knowledge Graphs on Graph Databases
by: Clemedtson, Alfred, et al.
Published: (2025)