Stop Overthinking: Unlocking Efficient Listwise Reranking with Minimal Reasoning
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Danyang, Li, Kan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Efficient Listwise Reranking with Compressed Document Representations
by: Déjean, Hervé, et al.
Published: (2026)
by: Déjean, Hervé, et al.
Published: (2026)
On Listwise Reranking for Corpus Feedback
by: Yoon, Soyoung, et al.
Published: (2025)
by: Yoon, Soyoung, et al.
Published: (2025)
Rank-K: Test-Time Reasoning for Listwise Reranking
by: Yang, Eugene, et al.
Published: (2025)
by: Yang, Eugene, et al.
Published: (2025)
When Vision Meets Texts in Listwise Reranking
by: Cai, Hongyi
Published: (2026)
by: Cai, Hongyi
Published: (2026)
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
by: Liu, Qi, et al.
Published: (2024)
by: Liu, Qi, et al.
Published: (2024)
SumRank: Aligning Summarization Models for Long-Document Listwise Reranking
by: Feng, Jincheng, et al.
Published: (2026)
by: Feng, Jincheng, et al.
Published: (2026)
LLM-based Listwise Reranking under the Effect of Positional Bias
by: Qiao, Jingfen, et al.
Published: (2026)
by: Qiao, Jingfen, et al.
Published: (2026)
FIRST: Faster Improved Listwise Reranking with Single Token Decoding
by: Reddy, Revanth Gangi, et al.
Published: (2024)
by: Reddy, Revanth Gangi, et al.
Published: (2024)
Analyzing the Effectiveness of Listwise Reranking with Positional Invariance on Temporal Generalizability
by: Yoon, Soyoung, et al.
Published: (2024)
by: Yoon, Soyoung, et al.
Published: (2024)
Self-Calibrated Listwise Reranking with Large Language Models
by: Ren, Ruiyang, et al.
Published: (2024)
by: Ren, Ruiyang, et al.
Published: (2024)
Don't "Overthink" Passage Reranking: Is Reasoning Truly Necessary?
by: Jedidi, Nour, et al.
Published: (2025)
by: Jedidi, Nour, et al.
Published: (2025)
ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval
by: Yoon, Soyoung, et al.
Published: (2024)
by: Yoon, Soyoung, et al.
Published: (2024)
ListConRanker: A Contrastive Text Reranker with Listwise Encoding
by: Liu, Junlong, et al.
Published: (2025)
by: Liu, Junlong, et al.
Published: (2025)
Very Efficient Listwise Multimodal Reranking for Long Documents
by: Sun, Yiqun, et al.
Published: (2026)
by: Sun, Yiqun, et al.
Published: (2026)
E2Rank: Your Text Embedding can Also be an Effective and Efficient Listwise Reranker
by: Liu, Qi, et al.
Published: (2025)
by: Liu, Qi, et al.
Published: (2025)
An Early FIRST Reproduction and Improvements to Single-Token Decoding for Fast Listwise Reranking
by: Chen, Zijian, et al.
Published: (2024)
by: Chen, Zijian, et al.
Published: (2024)
One Pass, Any Order: Position-Invariant Listwise Reranking for LLM-Based Recommendation
by: Bito, Ethan, et al.
Published: (2026)
by: Bito, Ethan, et al.
Published: (2026)
ResRank: Unifying Retrieval and Listwise Reranking via End-to-End Joint Training with Residual Passage Compression
by: Ke, Xiaojie, et al.
Published: (2026)
by: Ke, Xiaojie, et al.
Published: (2026)
AcuRank: Uncertainty-Aware Adaptive Computation for Listwise Reranking
by: Yoon, Soyoung, et al.
Published: (2025)
by: Yoon, Soyoung, et al.
Published: (2025)
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval
by: Zheng, Yuanhang, et al.
Published: (2024)
by: Zheng, Yuanhang, et al.
Published: (2024)
Reproducing Adaptive Reranking for Reasoning-Intensive IR
by: Rathee, Mandeep, et al.
Published: (2026)
by: Rathee, Mandeep, et al.
Published: (2026)
LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations
by: Gao, Jingtong, et al.
Published: (2024)
by: Gao, Jingtong, et al.
Published: (2024)
Rerank Before You Reason: Analyzing Reranking Tradeoffs through Effective Token Cost in Deep Search Agents
by: Sharifymoghaddam, Sahel, et al.
Published: (2026)
by: Sharifymoghaddam, Sahel, et al.
Published: (2026)
EviRerank: Adaptive Evidence Construction for Long-Document LLM Reranking
by: Li, Minghan, et al.
Published: (2024)
by: Li, Minghan, et al.
Published: (2024)
jina-reranker-v3: Last but Not Late Interaction for Listwise Document Reranking
by: Wang, Feng, et al.
Published: (2025)
by: Wang, Feng, et al.
Published: (2025)
Improving Conversational Recommendation with Contextual Adaptation of External Recommenders and LLM-based Reranking
by: Li, Chuang, et al.
Published: (2025)
by: Li, Chuang, et al.
Published: (2025)
Zeroshot Listwise Learning to Rank Algorithm for Recommendation
by: Wang, Hao
Published: (2024)
by: Wang, Hao
Published: (2024)
Layer-wise Token Compression for Efficient Document Reranking
by: Zhuang, Shengyao, et al.
Published: (2026)
by: Zhuang, Shengyao, et al.
Published: (2026)
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval
by: Lee, Dohyeon, et al.
Published: (2025)
by: Lee, Dohyeon, et al.
Published: (2025)
Denoising Neural Reranker for Recommender Systems
by: Mao, Wenyu, et al.
Published: (2025)
by: Mao, Wenyu, et al.
Published: (2025)
LURE-RAG: Lightweight Utility-driven Reranking for Efficient RAG
by: Chandra, Manish, et al.
Published: (2026)
by: Chandra, Manish, et al.
Published: (2026)
Next-Scale Generative Reranking: A Tree-based Generative Rerank Method at Meituan
by: Wang, Shuli, et al.
Published: (2026)
by: Wang, Shuli, et al.
Published: (2026)
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking Models
by: Heuss, Maria, et al.
Published: (2024)
by: Heuss, Maria, et al.
Published: (2024)
Listwise Preference Diffusion Optimization for User Behavior Trajectories Prediction
by: Huang, Hongtao, et al.
Published: (2025)
by: Huang, Hongtao, et al.
Published: (2025)
Automating Personalization: Prompt Optimization for Recommendation Reranking
by: Wang, Chen, et al.
Published: (2025)
by: Wang, Chen, et al.
Published: (2025)
Efficient Personalized Reranking with Semi-Autoregressive Generation and Online Knowledge Distillation
by: Cheng, Kai, et al.
Published: (2026)
by: Cheng, Kai, et al.
Published: (2026)
An Efficient Framework for Whole-Page Reranking via Single-Modal Supervision
by: Zhang, Zishuai, et al.
Published: (2025)
by: Zhang, Zishuai, et al.
Published: (2025)
Efficient Long-Document Reranking via Block-Level Embeddings and Top-k Interaction Refinement
by: Li, Minghan, et al.
Published: (2025)
by: Li, Minghan, et al.
Published: (2025)
Listwise Generative Retrieval Models via a Sequential Learning Process
by: Tang, Yubao, et al.
Published: (2024)
by: Tang, Yubao, et al.
Published: (2024)
Reranking with Compressed Document Representation
by: Déjean, Hervé, et al.
Published: (2025)
by: Déjean, Hervé, et al.
Published: (2025)
Similar Items
-
Efficient Listwise Reranking with Compressed Document Representations
by: Déjean, Hervé, et al.
Published: (2026) -
On Listwise Reranking for Corpus Feedback
by: Yoon, Soyoung, et al.
Published: (2025) -
Rank-K: Test-Time Reasoning for Listwise Reranking
by: Yang, Eugene, et al.
Published: (2025) -
When Vision Meets Texts in Listwise Reranking
by: Cai, Hongyi
Published: (2026) -
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models
by: Liu, Qi, et al.
Published: (2024)