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
KnCe2013-CORE:Semantic Text Similarity by use of Knowledge Bases—0
SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity—0
CFILT-CORE: Semantic Textual Similarity using Universal Networking Language—0
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses—0
Topic Segmentation with a Structured Topic Model—0
Translation Acquisition Using Synonym Sets—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
Measuring Term Informativeness in Context—0
An opinion about opinions about opinions: subjectivity and the aggregate reader—0
Finding What Matters in Questions—0
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints—0
Dudley North visits North London: Learning When to Transliterate to Arabic—0
Representing Topics Using Images—0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
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
Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields—0
Evaluating Topic Coherence Using Distributional Semantics—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
Subtopic Annotation in a Corpus of News Texts: Steps Towards Automatic Subtopic Segmentation—0
What Makes Writing Great? First Experiments on Article Quality Prediction in the Science Journalism Domain—0
OntoLearn Reloaded: A Graph-Based Algorithm for Taxonomy Induction—0
Topic Extraction and Bundling of Related Scientific Articles—0
Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model—0
TQDL: Integrated Models for Cross-Language Document Retrieval—0
In Your Eyes: Identifying Clich\'es in Song Lyrics—0
Stemming Tigrinya Words for Information Retrieval—0
Keyphrase Extraction in Scientific Articles: A Supervised Approach—0
Word Root Finder: a Morphological Segmentor Based on CRF—0
Unsupervised and Semi-Supervised Morphological Analysis for Information Retrieval in the Biomedical Domain—0
ISO-TimeML Event Extraction in Persian Text—0
Constructing Chinese Abbreviation Dictionary: A Stacked Approach—0
Cross-Lingual Topical Relevance Models—0
Combining Statistical Translation Techniques for Cross-Language Information Retrieval—0
Collective Search for Concept Disambiguation—0
Harvesting Parallel Text in Multiple Languages with Limited Supervision—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme—0
Using Argumentative Zones for Extractive Summarization of Scientific Articles—0
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval—0
Learning Semantics with Deep Belief Network for Cross-Language Information Retrieval—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