SOTAVerified

Passage Ranking

Papers

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Showing 1–25 of 73 papers

TitleStatusHype
IRanker: Towards Ranking Foundation ModelCode1
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Passage Query Methods for Retrieval and Reranking in Conversational Agents—0
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language ModelsCode1
CURE: A dataset for Clinical Understanding & Retrieval EvaluationCode0
IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search—0
RRADistill: Distilling LLMs' Passage Ranking Ability for Long-Tail Queries Document Re-Ranking on a Search Engine—0
Mamba Retriever: Utilizing Mamba for Effective and Efficient Dense Retrieval—0
Re-Ranking Step by Step: Investigating Pre-Filtering for Re-Ranking with Large Language Models—0
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking TaskCode0
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language ModelsCode2
Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights—0
GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation—0
The Surprising Effectiveness of Rankers Trained on Expanded Queries—0
Shallow Cross-Encoders for Low-Latency RetrievalCode0
Measuring Bias in a Ranked List using Term-based Representations—0
Searching Dense Representations with Inverted Indexes—0
PaRaDe: Passage Ranking using Demonstrations with Large Language Models—0
Context Aware Query Rewriting for Text Rankers using LLM—0
Vector Search with OpenAI Embeddings: Lucene Is All You Need—0
Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track—0
Learning to Rank in Generative RetrievalCode1
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking—0
Fusion-in-T5: Unifying Document Ranking Signals for Improved Information RetrievalCode0
How Does Generative Retrieval Scale to Millions of Passages?—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fine-tuned SOTAMRR@1044.3—Unverified
2cpt-text XLMRR@1022.7—Unverified
3cpt-text LMRR@1021.5—Unverified
4BM25MRR@1018.4—Unverified