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 2501–2525 of 4740 papers

TitleStatusHype
TWINA at SemEval-2017 Task 4: Twitter Sentiment Analysis with Ensemble Gradient Boost Tree Classifier—0
Twitter Paraphrase Identification with Simple Overlap Features and SVMs—0
Twitter Translation using Translation-Based Cross-Lingual Retrieval—0
Twitter Universal Dependency Parsing for African-American and Mainstream American English—0
Two approaches for integrating translation and retrieval in real applications—0
Two Database Resources for Processing Social Media English Text—0
Two-Layer Generalization Analysis for Ranking Using Rademacher Average—0
Two LRL \& Distractor Corpora from Web Information Retrieval and a Small Case Study in Language Identification without Training Corpora—0
Two-Stage Document Length Normalization for Information Retrieval—0
Two-Stage Hashing for Fast Document Retrieval—0
Two-Step SPLADE: Simple, Efficient and Effective Approximation of SPLADE—0
Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging—0
UABCoRAL: A Preliminary study for Resolving the Scope of Negation—0
UAlacant: Using Online Machine Translation for Cross-Lingual Textual Entailment—0
UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF)—0
UDLex: Towards Cross-language Subcategorization Lexicons—0
UEM-UC3M: An Ontology-based named entity recognition system for biomedical texts.—0
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval—0
Ultra-Concise Multi-genre Summarisation of Web2.0: towards Intelligent Content Generation—0
UlyssesNER-Br: A Corpus of Brazilian Legislative Documents for Named Entity Recognition—0
UMBC\_EBIQUITY-CORE: Semantic Textual Similarity Systems—0
UMCC\_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance—0
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation—0
UNAL: Discriminating between Literal and Figurative Phrasal Usage Using Distributional Statistics and POS tags—0
Unary and Binary Classification Approaches and their Implications for Authorship Verification—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