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 3801–3850 of 4740 papers

TitleStatusHype
Multilingual Summarization with Polytope Model—0
Evaluating the Impact of Using a Domain-specific Bilingual Lexicon on the Performance of a Hybrid Machine Translation Approach—0
Evaluation methods for unsupervised word embeddings—0
Experiments on Active Learning for Croatian Word Sense Disambiguation—0
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining—0
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning—0
Extractive Summarization by Aggregating Multiple Similarities—0
TBXTools: A Free, Fast and Flexible Tool for Automatic Terminology Extraction—0
An LDA-based Topic Selection Approach to Language Model Adaptation for Handwritten Text Recognition—0
ListNet-based MT Rescoring—0
A New Approach for Idiom Identification Using Meanings and the Web—0
Translation Invariant Word Embeddings—0
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation—0
Identifying Key Concepts from EHR Notes Using Domain Adaptation—0
Unsupervised learning of agglutinated morphology using nested Pitman-Yor process based morpheme induction algorithm—0
A Graph-based Readability Assessment Method using Word Coupling—0
Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis—0
Language Identification using Classifier Ensembles—0
Visual Bilingual Lexicon Induction with Transferred ConvNet Features—0
Key Concept Identification for Medical Information Retrieval—0
Cross-lingual Synonymy Overlap—0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
Proposal for the creation of a research facility for the development of the SP machine—0
Reasoning in complex environments with the SelectScript declarative languageCode0
Enabling Complex Wikipedia Queries - Technical Report—0
Web Search Result Clustering based on Heuristic Search and k-means—0
Perceptron like Algorithms for Online Learning to Rank—0
Catena Operations for Unified Dependency Analysis—0
Zero Alignment of Verb Arguments in a Parallel Treebank—0
Entropy and Graph Based Modelling of Document Coherence using Discourse Entities: An Application—0
Non-Compositional Term Dependence for Information Retrieval—0
The Tangent Search Engine: Improved Similarity Metrics and Scalability for Math Formula Search—0
On the Application of Link Analysis Algorithms for Ranking Bipartite Graphs—0
A new hybrid stemming algorithm for Persian—0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports—0
Building a Scientific Concept Hierarchy Database (SCHBase)—0
Semantic Role Labeling Improves Incremental Parsing—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Learning Hybrid Representations to Retrieve Semantically Equivalent Questions—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
Integrating Query Performance Prediction in Term Scoring for Diachronic Thesaurus—0
SOLAR: Scalable Online Learning Algorithms for Ranking—0
Augmented Comparative Corpora and Monitoring Corpus in Chinese: LIVAC and Sketch Search Engine Compared—0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Entity Hierarchy Embedding—0
Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs—0
EDRAK: Entity-Centric Data Resource for Arabic Knowledge—0
Data representation methods and use of mined corpora for Indian language transliteration—0
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment—0
Automatic Keyword Extraction on Twitter—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