Cover Image

LLM-based Embedders for Prior Case Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Premasiri, Damith, Ranasinghe, Tharindu, Mitkov, Ruslan
Format:	Preprint
Published:	2025
Subjects:	Information Retrieval Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Federated Learning Approach to Privacy Preserving Offensive Language Identification
by: Zampieri, Marcos, et al.
Published: (2024)

Overview of the First Workshop on Language Models for Low-Resource Languages (LoResLM 2025)
by: Hettiarachchi, Hansi, et al.
Published: (2024)

Making Text Embedders Few-Shot Learners
by: Li, Chaofan, et al.
Published: (2024)

NSINA: A News Corpus for Sinhala
by: Hettiarachchi, Hansi, et al.
Published: (2024)

Training LLMs to be Better Text Embedders through Bidirectional Reconstruction
by: Su, Chang, et al.
Published: (2025)

Offline RL for Adaptive Policy Retrieval in Prior Authorization
by: Sharifullin, Ruslan, et al.
Published: (2026)

SOLD: Sinhala Offensive Language Dataset
by: Ranasinghe, Tharindu, et al.
Published: (2022)

PersonalAI: A Systematic Comparison of Knowledge Graph Storage and Retrieval Approaches for Personalized LLM agents
by: Menschikov, Mikhail, et al.
Published: (2025)

ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights
by: Santosh, T. Y. S. S, et al.
Published: (2024)

Purely Semantic Indexing for LLM-based Generative Recommendation and Retrieval
by: Zhang, Ruohan, et al.
Published: (2025)

To Case or Not to Case: An Empirical Study in Learned Sparse Retrieval
by: Lionis, Emmanouil Georgios, et al.
Published: (2026)

Improving the Domain Adaptation of Retrieval Augmented Generation (RAG) Models for Open Domain Question Answering
by: Siriwardhana, Shamane, et al.
Published: (2022)

DORE: A Dataset For Portuguese Definition Generation
by: Furtado, Anna Beatriz Dimas, et al.
Published: (2024)

Logic Rules as Explanations for Legal Case Retrieval
by: Sun, Zhongxiang, et al.
Published: (2024)

Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation
by: Deng, Chenlong, et al.
Published: (2024)

Investigating LLM Variability in Personalized Conversational Information Retrieval
by: Lupart, Simon, et al.
Published: (2025)

ToolDreamer: Instilling LLM Reasoning Into Tool Retrievers
by: Sengupta, Saptarshi, et al.
Published: (2025)

IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval
by: Paul, Shounak, et al.
Published: (2025)

Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval
by: Chitale, Pranjal A., et al.
Published: (2025)

Evaluating the Retrieval Component in LLM-Based Question Answering Systems
by: Alinejad, Ashkan, et al.
Published: (2024)

Navigating Through Paper Flood: Advancing LLM-based Paper Evaluation through Domain-Aware Retrieval and Latent Reasoning
by: Zheng, Wuqiang, et al.
Published: (2025)

A Multi-Task Embedder For Retrieval Augmented LLMs
by: Zhang, Peitian, et al.
Published: (2023)

Dense Retrieval for Low Resource Languages -- the Case of Amharic Language
by: Yeshambel, Tilahun, et al.
Published: (2025)

Generalizing Conversational Dense Retrieval via LLM-Cognition Data Augmentation
by: Chen, Haonan, et al.
Published: (2024)

SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
by: Wang, Hairu, et al.
Published: (2025)

TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions
by: Abdallah, Abdelrahman, et al.
Published: (2025)

CoRank: LLM-Based Compact Reranking with Document Features for Scientific Retrieval
by: Tian, Runchu, et al.
Published: (2025)

How Do LLM-Generated Texts Impact Term-Based Retrieval Models?
by: Huang, Wei, et al.
Published: (2025)

Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
by: Dai, Sunhao, et al.
Published: (2024)

On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability
by: Li, Yongkang, et al.
Published: (2026)

DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational Search
by: Lupart, Simon, et al.
Published: (2024)

Optimizing User Profiles via Contextual Bandits for Retrieval-Augmented LLM Personalization
by: Du, Linfeng, et al.
Published: (2026)

LightRetriever: A LLM-based Text Retrieval Architecture with Extremely Faster Query Inference
by: Ma, Guangyuan, et al.
Published: (2025)

ArchSeek: Retrieving Architectural Case Studies Using Vision-Language Models
by: Li, Danrui, et al.
Published: (2025)

LegalSearchLM: Rethinking Legal Case Retrieval as Legal Elements Generation
by: Kim, Chaeeun, et al.
Published: (2025)

Can we Retrieve Everything All at Once? ARM: An Alignment-Oriented LLM-based Retrieval Method
by: Chen, Peter Baile, et al.
Published: (2025)

Analysis of Plan-based Retrieval for Grounded Text Generation
by: Godbole, Ameya, et al.
Published: (2024)

How Vital is the Jurisprudential Relevance: Law Article Intervened Legal Case Retrieval and Matching
by: Xu, Nuo, et al.
Published: (2025)

LegalMALR:Multi-Agent Query Understanding and LLM-Based Reranking for Chinese Statute Retrieval
by: Li, Yunhan, et al.
Published: (2026)

JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability
by: Wang, Junda, et al.
Published: (2024)