Cover Image

Dynamic Injection of Entity Knowledge into Dense Retrievers

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yamada, Ikuya, Ri, Ryokan, Kojima, Takeshi, Iwasawa, Yusuke, Matsuo, Yutaka
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation
by: Yamada, Ikuya, et al.
Published: (2024)

Inconsistent Tokenizations Cause Language Models to be Perplexed by Japanese Grammar
by: Gambardella, Andrew, et al.
Published: (2025)

Answer When Needed, Forget When Not: Language Models Pretend to Forget via In-Context Knowledge Unlearning
by: Takashiro, Shota, et al.
Published: (2024)

Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise
by: Harada, Keno, et al.
Published: (2025)

On the Multilingual Ability of Decoder-based Pre-trained Language Models: Finding and Controlling Language-Specific Neurons
by: Kojima, Takeshi, et al.
Published: (2024)

$\infty$-MoE: Generalizing Mixture of Experts to Infinite Experts
by: Takashiro, Shota, et al.
Published: (2026)

Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models
by: Cao, Qi, et al.
Published: (2026)

Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance?
by: Uchiyama, Fumiya, et al.
Published: (2024)

When Instructions Multiply: Measuring and Estimating LLM Capabilities of Multiple Instructions Following
by: Harada, Keno, et al.
Published: (2025)

Language Models Do Hard Arithmetic Tasks Easily and Hardly Do Easy Arithmetic Tasks
by: Gambardella, Andrew, et al.
Published: (2024)

Large Language Models as Theory of Mind Aware Generative Agents with Counterfactual Reflection
by: Yang, Bo, et al.
Published: (2025)

Natural Fingerprints of Large Language Models
by: Suzuki, Teppei, et al.
Published: (2025)

Self-Preference Bias in LLM-as-a-Judge
by: Wataoka, Koki, et al.
Published: (2024)

Self-Translate-Train: Enhancing Cross-Lingual Transfer of Large Language Models via Inherent Capability
by: Ri, Ryokan, et al.
Published: (2024)

Rethinking Evaluation of Sparse Autoencoders through the Representation of Polysemous Words
by: Minegishi, Gouki, et al.
Published: (2025)

Beyond Induction Heads: In-Context Meta Learning Induces Multi-Phase Circuit Emergence
by: Minegishi, Gouki, et al.
Published: (2025)

DERA: Dense Entity Retrieval for Entity Alignment in Knowledge Graphs
by: Wang, Zhichun, et al.
Published: (2024)

Large Vocabulary Size Improves Large Language Models
by: Takase, Sho, et al.
Published: (2024)

Self-Harmony: Learning to Harmonize Self-Supervision and Self-Play in Test-Time Reinforcement Learning
by: Wang, Ru, et al.
Published: (2025)

Topology of Reasoning: Understanding Large Reasoning Models through Reasoning Graph Properties
by: Minegishi, Gouki, et al.
Published: (2025)

Understanding Emergent Misalignment via Feature Superposition Geometry
by: Minegishi, Gouki, et al.
Published: (2026)

Zipping the Thought: When and How Compressed Reasoning Data Works in LLM Post-Training
by: Matsutani, Kohsei, et al.
Published: (2026)

Multilingual Entity Linking Using Dense Retrieval
by: Farhan, Dominik
Published: (2024)

Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization
by: Wang, Ru, et al.
Published: (2025)

ClinDet-Bench: Beyond Abstention, Evaluating Judgment Determinability of LLMs in Clinical Decision-Making
by: Watanabe, Yusuke, et al.
Published: (2026)

Investigating the Multilingual Calibration Effects of Language Model Instruction-Tuning
by: Huang, Jerry, et al.
Published: (2026)

RL Squeezes, SFT Expands: A Comparative Study of Reasoning LLMs
by: Matsutani, Kohsei, et al.
Published: (2025)

Safe Transformer: An Explicit Safety Bit For Interpretable And Controllable Alignment
by: Feng, Jingyuan, et al.
Published: (2026)

MKG-Rank: Enhancing Large Language Models with Knowledge Graph for Multilingual Medical Question Answering
by: Li, Feiyang, et al.
Published: (2025)

DR.EHR: Dense Retrieval for Electronic Health Record with Knowledge Injection and Synthetic Data
by: Zhao, Zhengyun, et al.
Published: (2025)

Efficient Learning Content Retrieval with Knowledge Injection
by: Sariturk, Batuhan, et al.
Published: (2024)

From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs
by: Chen, Yingjian, et al.
Published: (2026)

AGENTiGraph: A Multi-Agent Knowledge Graph Framework for Interactive, Domain-Specific LLM Chatbots
by: Zhao, Xinjie, et al.
Published: (2025)

Unlocking Noise-Resistant Vision: Key Architectural Secrets for Robust Models
by: Kim, Bum Jun, et al.
Published: (2025)

Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks
by: Minegishi, Gouki, et al.
Published: (2023)

JMedEthicBench: A Multi-Turn Conversational Benchmark for Evaluating Medical Safety in Japanese Large Language Models
by: Liu, Junyu, et al.
Published: (2026)

QuadNorm: Resolution-Robust Normalization for Neural Operators
by: Kim, Bum Jun, et al.
Published: (2026)

Understanding Parametric Knowledge Injection in Retrieval-Augmented Generation
by: Tang, Minghao, et al.
Published: (2025)

Realtime Data-Efficient Portrait Stylization Based On Geometric Alignment
by: Wang, Xinrui, et al.
Published: (2022)

Unlocking Multi-View Insights in Knowledge-Dense Retrieval-Augmented Generation
by: Chen, Guanhua, et al.
Published: (2024)