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 4401–4425 of 4740 papers

TitleStatusHype
ParaQuery: Making Sense of Paraphrase Collections—0
Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity—0
PLIS: a Probabilistic Lexical Inference System—0
A Structured Distributional Semantic Model for Event Co-reference—0
Latent Semantic Matching: Application to Cross-language Text Categorization without Alignment Information—0
SPred: Large-scale Harvesting of Semantic Predicates—0
Recognizing Identical Events with Graph Kernels—0
Automatic Coupling of Answer Extraction and Information Retrieval—0
HEADY: News headline abstraction through event pattern clustering—0
Categorization of Turkish News Documents with Morphological Analysis—0
Building Comparable Corpora Based on Bilingual LDA Model—0
Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia—0
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning—0
Non-Monotonic Sentence Alignment via Semisupervised Learning—0
Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval—0
Chinese Parsing Exploiting CharactersCode0
A Novel Architecture For Question Classification Based Indexing Scheme For Efficient Question Answering—0
WebSets: Extracting Sets of Entities from the Web Using Unsupervised Information Extraction—0
The Quantum Challenge in Concept Theory and Natural Language Processing—0
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy—0
Using Arabic Wordnet for semantic indexation in information retrieval system—0
Table of Content detection using Machine Learning—0
Automatic search session detection exploiting results similarity from an external document collection (D\'etection automatique des sessions de recherche par similarit\'e des r\'esultats provenant d'une collection de documents externe) [in French]—0
Unsupervised CRF for knowledge discovery (D\'ecouverte de connaissances dans les s\'equences par CRF non-supervis\'es) [in French]—0
Lexicons from Comparable Corpora for Multilingual Information Retrieval (Lexiques de corpus comparables et recherche d'information multilingue) [in French]—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