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 4451–4500 of 4740 papers

TitleStatusHype
DLS@CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity—0
Translation Acquisition Using Synonym Sets—0
DAnIEL, parsimonious yet high-coverage multilingual epidemic surveillance (DAnIEL : Veille \'epid\'emiologique multilingue parcimonieuse) [in French]—0
Determining Compositionality of Word Expressions Using Word Space Models—0
Predicting the Compositionality of Multiword Expressions Using Translations in Multiple Languages—0
Automatic search session detection exploiting results similarity from an external document collection (D\'etection automatique des sessions de recherche par similarit\'e des r\'esultats provenant d'une collection de documents externe) [in French]—0
An opinion about opinions about opinions: subjectivity and the aggregate reader—0
IIRG: A Naive Approach to Evaluating Phrasal Semantics—0
Representing Topics Using Images—0
Measuring Term Informativeness in Context—0
UMBC\_EBIQUITY-CORE: Semantic Textual Similarity Systems—0
UMCC\_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance—0
UNAL: Discriminating between Literal and Figurative Phrasal Usage Using Distributional Statistics and POS tags—0
Information Retrieval and Natural Language Processing (Recherche d'Information et Traitement Automatique des Langues Naturelles) [in French]—0
Rule-Based Semantic Tagging. An Application Undergoing Dictionary Glosses—0
Question Answering Against Very-Large Text Collections—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
Meaning-focused and Quantum-inspired Information Retrieval—0
Machine Learning, Clustering, and Polymorphy—0
An Architecture for Probabilistic Concept-Based Information Retrieval—0
Convex and Scalable Weakly Labeled SVMs—0
Evaluating Topic Coherence Using Distributional Semantics—0
Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields—0
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem—0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications—0
Probabilistic Latent Semantic AnalysisCode0
A Semantic Matching Energy Function for Learning with Multi-relational Data—0
Audio Classical Composer Identification by Deep Neural Network—0
What Makes Writing Great? First Experiments on Article Quality Prediction in the Science Journalism Domain—0
Subtopic Annotation in a Corpus of News Texts: Steps Towards Automatic Subtopic Segmentation—0
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction—0
Topic Extraction and Bundling of Related Scientific Articles—0
Enhancing Lemmatization for Mongolian and its Application to Statistical Machine Translation—0
Keyphrase Extraction in Scientific Articles: A Supervised Approach—0
Stemming Tigrinya Words for Information Retrieval—0
A New Semantic Lexicon and Similarity Measure in Bangla—0
ISO-TimeML Event Extraction in Persian Text—0
N-gram Fragment Sequence Based Unsupervised Domain-Specific Document Readability—0
Word Root Finder: a Morphological Segmentor Based on CRF—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Efficient Sampling for Bipartite Matching Problems—0
A Light Weight Stemmer for Urdu Language: A Scarce Resourced Language—0
N-gram and Gazetteer List Based Named Entity Recognition for Urdu: A Scarce Resourced Language—0
Error tracking in search engine development—0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval—0
Chinese Name Disambiguation Based on Adaptive Clustering with the Attribute Features—0
Using Argumentative Zones for Extractive Summarization of Scientific Articles—0
Assessment of Answers: Online Subjective Examination—0
Attribute based Chinese Named Entity Recognition and Disambiguation—0
An Efficient Database Design for IndoWordNet Development Using Hybrid Approach—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