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 2901–2925 of 4740 papers

TitleStatusHype
SemEval-2016 Task 14: Semantic Taxonomy Enrichment—0
SemEval-2016 Task 6: Detecting Stance in Tweets—0
SemEval-2017 Task 2: Multilingual and Cross-lingual Semantic Word Similarity—0
SemEval 2018 Task 2: Multilingual Emoji Prediction—0
Semi-automatic Parsing for Web Knowledge Extraction through Semantic Annotation—0
Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features—0
Semi-supervised and Unsupervised Methods for Categorizing Posts in Web Discussion Forums—0
Semi-supervised Classification of Twitter Messages for Organization Name Disambiguation—0
Semi-supervised Graph-based Genre Classification for Web Pages—0
Semi-supervised methods for expanding psycholinguistics norms by integrating distributional similarity with the structure of WordNet—0
SemR-11: A Multi-Lingual Gold-Standard for Semantic Similarity and Relatedness for Eleven Languages—0
Sense and Similarity: A Study of Sense-level Similarity Measures—0
Sentence Alignment using Unfolding Recursive Autoencoders—0
Sentence Boundary Detection for Social Media Text—0
Sentence Level Temporality Detection using an Implicit Time-sensed Resource—0
Sentence Rephrasing for Parsing Sentences with OOV Words—0
SenTest: Evaluating Robustness of Sentence Encoders—0
Sentiment Analysis of Dravidian Code Mixed Data—0
Seq2Slate: Re-ranking and Slate Optimization with RNNs—0
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing—0
Sequence to Sequence Learning for Query Expansion—0
Service-oriented Text-to-SQL Parsing—0
SESA: Supervised Explicit Semantic Analysis—0
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings—0
SHAKKIL: An Automatic Diacritization System for Modern Standard Arabic Texts—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