SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 3776–3800 of 4740 papers

TitleStatusHype
Qualitative Modeling of Spatial Prepositions and Motion Expressions—0
Quality and Cost Trade-offs in Passage Re-ranking Task—0
Quantifying daseinisation using Shannon entropy—0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Quantum Latent Semantic Analysis—0
Quantum Mathematics in Artificial Intelligence—0
Quantum Private Information Retrieval from Coded and Colluding Servers—0
Quantum Private Information Retrieval from Coded Storage Systems—0
QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval—0
Query-dominant User Interest Network for Large-Scale Search Ranking—0
Query-driven Relevant Paragraph Extraction from Legal Judgments—0
Query expansion techniques for information retrieval: A survey—0
Query Expansion Using Contextual Clue Sampling with Language Models—0
Query Expansion with Locally-Trained Word Embeddings—0
Query Exposure Prediction for Groups of Documents in Rankings—0
Querying Across Genres for Medical Claims in News—0
Query Lattice for Translation Retrieval—0
Multi-Stage Conversational Passage Retrieval: An Approach to Fusing Term Importance Estimation and Neural Query Rewriting—0
Query Translation for Cross-Language Information Retrieval using Multilingual Word Clusters—0
Questionable Answers in Question Answering Research: Reproducibility and Variability of Published Results—0
Question Answering Against Very-Large Text Collections—0
Question Answering over Curated and Open Web Sources—0
Question Answering over Knowledge Base using Factual Memory Networks—0
Question Answering System using Multiple Information Source and Open Type Answer Merge—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified