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 3726–3750 of 4740 papers

TitleStatusHype
Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums—0
Document Selection in a Distributed Search Engine Architecture—0
Optimizing the Information Retrieval Trade-off in Data Visualization Using -Divergence—0
CONDITOR1: Topic Maps and DITA labelling tool for textual documents with historical information—0
Recurrent Neural Network Encoder with Attention for Community Question Answering—0
Mitigation Procedures to Rank Experts through Information Retrieval Measures—0
A Study on the usage of Data Structures in Information Retrieval—0
Structured Learning of Binary Codes with Column Generation—0
A Comprehensive Comparative Study of Word and Sentence Similarity Measures—0
An ensemble diversity approach to supervised binary hashing—0
Marvin: Semantic annotation using multiple knowledge sourcesCode0
Blind Interference Alignment for Private Information Retrieval—0
Dynamic Information Retrieval: Theoretical Framework and Application—0
A Relative Exponential Weighing Algorithm for Adversarial Utility-based Dueling Bandits—0
Linear Algebraic Structure of Word Senses, with Applications to PolysemyCode0
Social Network Extraction: Superficial Method and Information Retrieval—0
Fast Kronecker product kernel methods via generalized vec trick—0
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of RelationsCode0
Comparing Apples to Apple: The Effects of Stemmers on Topic Models—0
A Joint Model for Answer Sentence Ranking and Answer Extraction—0
A Bayesian Model of Diachronic Meaning Change—0
A picture is worth a thousand words: Using OpenClipArt library for enriching IndoWordNet—0
Mapping it differently: A solution to the linking challenges—0
Evaluation-as-a-Service: Overview and Outlook—0
Bibliometric-Enhanced Information Retrieval: 3rd International BIR Workshop—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