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 3851–3900 of 4740 papers

TitleStatusHype
EDRAK: Entity-Centric Data Resource for Arabic Knowledge—0
Exploring the effect of semantic similarity for Phrase-based Machine Translation—0
Data representation methods and use of mined corpora for Indian language transliteration—0
MSTParser Model Interpolation for Multi-Source Delexicalized Transfer—0
A Refined End-to-End Discourse Parser—0
Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs—0
Temporal Information Extraction from Korean Texts—0
Learning Hybrid Representations to Retrieve Semantically Equivalent Questions—0
Automatic Keyword Extraction on Twitter—0
The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models—0
Retrieval of Research-level Mathematical Information Needs: A Test Collection and Technical Terminology Experiment—0
SOLAR: Scalable Online Learning Algorithms for Ranking—0
Content Models for Survey Generation: A Factoid-Based Evaluation—0
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
Encoding Distributional Semantics into Triple-Based Knowledge Ranking for Document Enrichment—0
Building a Scientific Concept Hierarchy Database (SCHBase)—0
Trans-dimensional Random Fields for Language Modeling—0
Knowledge Portability with Semantic Expansion of Ontology Labels—0
Leveraging Linguistic Structure For Open Domain Information Extraction—0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations—0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles—0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Semantic Role Labeling Improves Incremental Parsing—0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets—0
Entity Hierarchy Embedding—0
On metric embedding for boosting semantic similarity computations—0
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
HuTO: an Human Time Ontology for Semantic Web Applications—0
Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture—0
A Method of Accounting Bigrams in Topic Models—0
Extending NegEx with Kernel Methods for Negation Detection in Clinical Text—0
Rhetorical Figure Detection: the Case of Chiasmus—0
Named Entity Recognition for Arabic Social Media—0
Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection—0
Linking the Thoughts: Analysis of Argumentation Structures in Scientific Publications—0
Neural context embeddings for automatic discovery of word senses—0
Building a Lexicon of Formulaic Language for Language Learners—0
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features—0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation—0
AMBRA: A Ranking Approach to Temporal Text Classification—0
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts—0
HITSZ-ICRC: An Integration Approach for QA TempEval Challenge—0
Samsung: Align-and-Differentiate Approach to Semantic Textual Similarity—0
FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity—0
TeamUFAL: WSD+EL as Document Retrieval—0
SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis—0
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge—0
LIST-LUX: Disorder Identification from Clinical Texts—0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition—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