:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Arat, Baris, Sefer, Emre
Format:	Preprint
Published:	2026
Subjects:	Machine Learning Computation and Language Information Retrieval
Online Access:	https://arxiv.org/abs/2602.18613
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval
by: Xu, Haike, et al.
Published: (2025)

Drowning in Documents: Consequences of Scaling Reranker Inference
by: Jacob, Mathew, et al.
Published: (2024)

Rank1: Test-Time Compute for Reranking in Information Retrieval
by: Weller, Orion, et al.
Published: (2025)

Beyond Retrieval: Ensembling Cross-Encoders and GPT Rerankers with LLMs for Biomedical QA
by: Verma, Shashank, et al.
Published: (2025)

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking
by: Wang, Chen, et al.
Published: (2025)

GraphER: An Efficient Graph-Based Enrichment and Reranking Method for Retrieval-Augmented Generation
by: Miao, Ruizhong, et al.
Published: (2026)

Efficient Rationale-based Retrieval: On-policy Distillation from Generative Rerankers based on JEPA
by: Chen, Teng, et al.
Published: (2026)

DS@GT at TREC TOT 2025: Bridging Vague Recollection with Fusion Retrieval and Learned Reranking
by: Zhou, Wenxin, et al.
Published: (2026)

Enhancing Q&A Text Retrieval with Ranking Models: Benchmarking, fine-tuning and deploying Rerankers for RAG
by: Moreira, Gabriel de Souza P., et al.
Published: (2024)

Relevance Isn't All You Need: Scaling RAG Systems With Inference-Time Compute Via Multi-Criteria Reranking
by: LeVine, Will, et al.
Published: (2025)

Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?
by: Jedidi, Nour, et al.
Published: (2025)

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking
by: Li, Yaoyiran, et al.
Published: (2022)

1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering
by: Purbey, Jebish, et al.
Published: (2024)

Efficient Title Reranker for Fast and Improved Knowledge-Intense NLP
by: Chen, Ziyi, et al.
Published: (2023)

AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
by: Yoon, Soyoung, et al.
Published: (2025)

Sub-City Real Estate Price Index Forecasting at Weekly Horizons Using Satellite Radar and News Sentiment
by: Arat, Baris, et al.
Published: (2026)

Diagnosing LLM-based Rerankers in Cold-Start Recommender Systems: Coverage, Exposure and Practical Mitigations
by: Lemdiasova, Ekaterina, et al.
Published: (2026)

Q-PEFT: Query-dependent Parameter Efficient Fine-tuning for Text Reranking with Large Language Models
by: Peng, Zhiyuan, et al.
Published: (2024)

EvidenceRL: Reinforcing Evidence Consistency for Trustworthy Language Models
by: Tamo, J. Ben, et al.
Published: (2026)

How Good are LLM-based Rerankers? An Empirical Analysis of State-of-the-Art Reranking Models
by: Abdallah, Abdelrahman, et al.
Published: (2025)

Complete Evidence Extraction with Model Ensembles: A Case Study on Medical Coding
by: Beckh, Katharina, et al.
Published: (2025)

LLM-Enhanced Reranking for Complementary Product Recommendation
by: Xu, Zekun, et al.
Published: (2025)

Scaling Up LLM Reviews for Google Ads Content Moderation
by: Qiao, Wei, et al.
Published: (2024)

Task-Adaptive Embedding Refinement via Test-time LLM Guidance
by: Gera, Ariel, et al.
Published: (2026)

LawLLM: Law Large Language Model for the US Legal System
by: Shu, Dong, et al.
Published: (2024)

FGTR: Fine-Grained Multi-Table Retrieval via Hierarchical LLM Reasoning
by: Sun, Chaojie, et al.
Published: (2026)

Vectorizing the Trie: Efficient Constrained Decoding for LLM-based Generative Retrieval on Accelerators
by: Su, Zhengyang, et al.
Published: (2026)

Advancing Academic Knowledge Retrieval via LLM-enhanced Representation Similarity Fusion
by: Dai, Wei, et al.
Published: (2024)

Transforming User Defined Criteria into Explainable Indicators with an Integrated LLM AHP System
by: Bang, Geonwoo, et al.
Published: (2025)

LiveNewsBench: Evaluating LLM Web Search Capabilities with Freshly Curated News
by: Zhang, Yunfan, et al.
Published: (2026)

Evaluation of LLM-based Strategies for the Extraction of Food Product Information from Online Shops
by: Brosch, Christoph, et al.
Published: (2025)

Gumbel Reranking: Differentiable End-to-End Reranker Optimization
by: Huang, Siyuan, et al.
Published: (2025)

VERDI: Single-Call Confidence Estimation for Verification-Based LLM Judges via Decomposed Inference
by: Qi, Jasmine, et al.
Published: (2026)

SemCSE: Semantic Contrastive Sentence Embeddings Using LLM-Generated Summaries For Scientific Abstracts
by: Brinner, Marc, et al.
Published: (2025)

AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
by: Xi, Zhiheng, et al.
Published: (2025)

PASC: Pipeline-Aware Conformal Prediction with Joint Coverage Guarantees for Multi-Stage NLP and LLM Pipelines
by: Kotte, Varun
Published: (2026)

LLM vs. Lawyers: Identifying a Subset of Summary Judgments in a Large UK Case Law Dataset
by: Izzidien, Ahmed, et al.
Published: (2024)

Case-Grounded Evidence Verification: A Framework for Constructing Evidence-Sensitive Supervision
by: Arasteh, Soroosh Tayebi, et al.
Published: (2026)

Dual-Rerank: Fusing Causality and Utility for Industrial Generative Reranking
by: Zhang, Chao, et al.
Published: (2026)

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