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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3676–3700 of 4740 papers

TitleStatusHype
Augmenting Course Material with Open Access Textbooks—0
Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features—0
SemEval-2016 Task 6: Detecting Stance in Tweets—0
SemEval-2016 Task 14: Semantic Taxonomy Enrichment—0
Multiple In-text Reference Aggregation Phenomenon—0
NEAL: A Neurally Enhanced Approach to Linking Citation and Reference—0
Enriching Cold Start Personalized Language Model Using Social Network Information—0
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content—0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Deep API Learning—0
Query Expansion with Locally-Trained Word Embeddings—0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation—0
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts—0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Automatic Construction of Discourse Corpora for Dialogue Translation—0
Audio Features Affected by Music Expressiveness—0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval—0
Evaluating Lexical Similarity to build Sentiment Similarity—0
Distributional Thesauri for Information Retrieval and vice versa—0
Applying Core Scientific Concepts to Context-Based Citation Recommendation—0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
Synset Ranking of Hindi WordNet—0
On Developing Resources for Patient-level Information Retrieval—0
The Query of Everything: Developing Open-Domain, Natural-Language Queries for BOLT Information Retrieval—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