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 3026–3050 of 4740 papers

TitleStatusHype
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble—0
Studio Ousia's Quiz Bowl Question Answering System—0
Study of the impact of proper name transliteration on the performance of word alignment in French-Arabic parallel corpora (Etude de l'impact de la translitt\'eration de noms propres sur la qualit\'e de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe) [in French]—0
Subdialectal Differences in Sorani Kurdish—0
Sub-GMN: The Neural Subgraph Matching Network Model—0
Sublinear Algorithms for Hierarchical Clustering—0
Substring-based unsupervised transliteration with phonetic and contextual knowledge—0
Substring Frequency Features for Segmentation of Japanese Katakana Words with Unlabeled Corpora—0
Subtitles to Segmentation: Improving Low-Resource Speech-to-TextTranslation Pipelines—0
Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines—0
Subtopic Annotation in a Corpus of News Texts: Steps Towards Automatic Subtopic Segmentation—0
Succinct Data Structures for NLP-at-Scale—0
Suffix Stripping Problem as an Optimization Problem—0
Suffix Trees as Language Models—0
SUKHSANDESH: An Avatar Therapeutic Question Answering Platform for Sexual Education in Rural India—0
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization—0
Supersense tagging for Danish—0
Supervised and Unsupervised Methods for Robust Separation of Section Titles and Prose Text in Web Documents—0
Supervised Distributional Hypernym Discovery via Domain Adaptation—0
Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields—0
Supervised Term Weighting Metrics for Sentiment Analysis in Short Text—0
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid—0
Surprise: Result List Truncation via Extreme Value Theory—0
Survey in Characterization of Semantic Change—0
Survey of Computational Approaches to Lexical Semantic Change—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