SOTAVerified

Passage Ranking

Papers

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Showing 1–50 of 73 papers

TitleStatusHype
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language ModelsCode2
Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking AgentsCode2
IRanker: Towards Ranking Foundation ModelCode1
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language ModelsCode1
Learning to Rank in Generative RetrievalCode1
T2Ranking: A large-scale Chinese Benchmark for Passage RankingCode1
Order-Disorder: Imitation Adversarial Attacks for Black-box Neural Ranking ModelsCode1
Adaptive Re-Ranking with a Corpus GraphCode1
HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer RerankingCode1
Text and Code Embeddings by Contrastive Pre-TrainingCode1
mMARCO: A Multilingual Version of the MS MARCO Passage Ranking DatasetCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
On Approximate Nearest Neighbour Selection for Multi-Stage Dense RetrievalCode1
Query Embedding Pruning for Dense RetrievalCode1
Pseudo-Relevance Feedback for Multiple Representation Dense RetrievalCode1
Improving Efficient Neural Ranking Models with Cross-Architecture Knowledge DistillationCode1
RepBERT: Contextualized Text Embeddings for First-Stage RetrievalCode1
Conversational Question Answering over Passages by Leveraging Word Proximity NetworksCode1
Document Ranking with a Pretrained Sequence-to-Sequence ModelCode1
TU Wien @ TREC Deep Learning '19 -- Simple Contextualization for Re-rankingCode1
CROWN: Conversational Passage Ranking by Reasoning over Word NetworksCode1
Chain-of-Thought Poisoning Attacks against R1-based Retrieval-Augmented Generation Systems—0
Passage Query Methods for Retrieval and Reranking in Conversational Agents—0
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
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
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
LEAD: Liberal Feature-based Distillation for Dense RetrievalCode0
On the Impact of Speech Recognition Errors in Passage Retrieval for Spoken Question AnsweringCode0
Sparse Pairwise Re-ranking with Pre-trained TransformersCode0
PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN—0
A Self-supervised Joint Training Framework for Document Reranking—0
Analysing the Robustness of Dual Encoders for Dense Retrieval Against MisspellingsCode0
Cross-Lingual Training of Dense Retrievers for Document Retrieval—0
A Simple Approach to Jointly Rank Passages and Select Relevant Sentences in the OBQA Context—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