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 3801–3825 of 4740 papers

TitleStatusHype
Question Answering via Integer Programming over Semi-Structured Knowledge—0
Question Suggestion for Conversational Shopping Assistants Using Product Metadata—0
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering—0
QUIDS: Query Intent Generation via Dual Space Modeling—0
Quoka Atlas of Scholarly Knowledge Production: An Interactive Sensemaking Tool for Exploring the Outputs of Research Institutions—0
Quotient Space-Based Keyword Retrieval in Sponsored Search—0
QUPID: Quantified Understanding for Enhanced Performance, Insights, and Decisions in Korean Search Engines—0
QurAna: Corpus of the Quran annotated with Pronominal Anaphora—0
Quran Intelligent Ontology Construction Approach Using Association Rules Mining—0
QurSim: A corpus for evaluation of relatedness in short texts—0
Qwant Research @DEFT 2019 : appariement de documents et extraction d'informations \`a partir de cas cliniques (Document matching and information retrieval using clinical cases)—0
Qwant Research @DEFT 2019: Document matching and information retrieval using clinical cases—0
R2GQA: Retriever-Reader-Generator Question Answering System to Support Students Understanding Legal Regulations in Higher Education—0
R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation—0
R4: Reinforced Retriever-Reorder-Responder for Retrieval-Augmented Large Language Models—0
Radial Line Fourier Descriptor for Historical Handwritten Text Representation—0
RALI System Description for CL-SciSumm 2016 Shared Task—0
Random Walks for Knowledge-Based Word Sense Disambiguation—0
Range Retrieval with Graph-Based Indices—0
Rank4Class: A Ranking Formulation for Multiclass Classification—0
Rank4Class: Examining Multiclass Classification through the Lens of Learning to Rank—0
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions—0
RankDCG: Rank-Ordering Evaluation Measure—0
Rankers, Judges, and Assistants: Towards Understanding the Interplay of LLMs in Information Retrieval Evaluation—0
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models—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