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 4051–4100 of 4740 papers

TitleStatusHype
Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies?—0
Identifying Emotional and Informational Support in Online Health Communities—0
Identifying Important Features for Graph Retrieval—0
A Data Driven Approach for Person Name Disambiguation in Web Search Results—0
Query Lattice for Translation Retrieval—0
Triple based Background Knowledge Ranking for Document Enrichment—0
Collective Named Entity Disambiguation using Graph Ranking and Clique Partitioning Approaches—0
Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis—0
Learning the Taxonomy of Function Words for Parsing—0
Uncertainty Detection in Hungarian Texts—0
Modeling Review Argumentation for Robust Sentiment Analysis—0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources—0
Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives—0
Hierarchical Topical Segmentation with Affinity Propagation—0
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach—0
Employing Phonetic Speech Recognition for Language and Dialect Specific Search—0
Building English-Vietnamese Named Entity Corpus with Aligned Bilingual News Articles—0
Wordsyoudontknow: Evaluation of lexicon-based decompounding with unknown handling—0
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns—0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data—0
Concept-oriented labelling of patent images based on Random Forests and proximity-driven generation of synthetic data—0
Key Event Detection in Video using ASR and Visual Data—0
Jargon-Term Extraction by Chunking—0
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese—0
A Web-based Geo-resolution Annotation and Evaluation Tool—0
Bilingual Termbank Creation via Log-Likelihood Comparison and Phrase-Based Statistical Machine Translation—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words—0
Statistical models for text normalization and machine translation—0
TeamZ: Measuring Semantic Textual Similarity for Spanish Using an Overlap-Based Approach—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual EntailmentCode0
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach—0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity—0
ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics—0
AI-KU: Using Co-Occurrence Modeling for Semantic Similarity—0
DLS@CU: Sentence Similarity from Word Alignment—0
SemEval-2014 Task 3: Cross-Level Semantic Similarity—0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge—0
FBK-TR: Applying SVM with Multiple Linguistic Features for Cross-Level Semantic Similarity—0
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity—0
Sense and Similarity: A Study of Sense-level Similarity Measures—0
Coooolll: A Deep Learning System for Twitter Sentiment Classification—0
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction—0
Exploring ESA to Improve Word Relatedness—0
SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity—0
Learning Rank Functionals: An Empirical Study—0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge—0
Optimizing Ranking Measures for Compact Binary Code Learning—0
Study of the impact of proper name transliteration on the performance of word alignment in French-Arabic parallel corpora (Etude de l'impact de la translitt\'eration de noms propres sur la qualit\'e de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe) [in French]—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