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 4501–4525 of 4740 papers

TitleStatusHype
The Compreno Semantic Model as Integral Framework for Multilingual Lexical Database—0
Constructing Chinese Abbreviation Dictionary: A Stacked Approach—0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization—0
A Joint Chinese Named Entity Recognition and Disambiguation System—0
Unsupervised and Semi-Supervised Morphological Analysis for Information Retrieval in the Biomedical Domain—0
Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation—0
GenDeR: A Generic Diversified Ranking Algorithm—0
Harvesting Parallel Text in Multiple Languages with Limited Supervision—0
SIR-NERD: A Chinese Named Entity Recognition and Disambiguation System using a Two-Stage Method—0
Multimodal Learning with Deep Boltzmann Machines—0
Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR`d Text—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval—0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme—0
Cross-Lingual Topical Relevance Models—0
Human memory search as a random walk in a semantic network—0
TQDL: Integrated Models for Cross-Language Document Retrieval—0
Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model—0
Micro blogs Oriented Word Segmentation System—0
Collective Search for Concept Disambiguation—0
In Your Eyes: Identifying Clich\'es in Song Lyrics—0
An Adaptive Method for Organization Name Disambiguation with Feature Reinforcing—0
Answering Questions Requiring Cross-passage Evidence—0
Indonesian Dependency Treebank: Annotation and Parsing—0
Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System—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