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 4626–4650 of 4740 papers

TitleStatusHype
Finding the Right Supervisor: Expert-Finding in a University Domain—0
A Robust Shallow Temporal Reasoning System—0
Measuring Word Relatedness Using Heterogeneous Vector Space Models—0
Improving K-Nearest Neighbor Efficacy for Farsi Text Classification—0
Associative and Semantic Features Extracted From Web-Harvested Corpora—0
Suffix Trees as Language Models—0
Expertise Mining for Enterprise Content Management—0
Ontoterminology: How to unify terminology and ontology into a single paradigm—0
Textual Characteristics for Language Engineering—0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries—0
A Parallel Corpus of Music and Lyrics Annotated with Emotions—0
Mapping WordNet synsets to Wikipedia articles—0
A Rough Set Formalization of Quantitative Evaluation with Ambiguity—0
From medical language processing to BioNLP domain—0
Evolution of Event Designation in Media: Preliminary Study—0
Romanian TimeBank: An Annotated Parallel Corpus for Temporal Information—0
Application of a Semantic Search Algorithm to Semi-Automatic GUI Generation—0
The Impact of Automatic Morphological Analysis \& Disambiguation on Dependency Parsing of Turkish—0
Customizable SCF Acquisition in Italian—0
Building and Exploring Semantic Equivalences Resources—0
MultiUN v2: UN Documents with Multilingual Alignments—0
First Steps towards the Semi-automatic Development of a Wordformation-based Lexicon of Latin—0
A light way to collect comparable corpora from the Web—0
Two Database Resources for Processing Social Media English Text—0
Diversifiable Bootstrapping for Acquiring High-Coverage Paraphrase Resource—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