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
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese—0
Unsupervised Word Sense Induction using Distributional Statistics—0
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity—0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual EntailmentCode0
SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity—0
ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach—0
Improving distributional thesauri by exploring the graph of neighbors—0
A Web-based Geo-resolution Annotation and Evaluation Tool—0
Enforcing Topic Diversity in a Document Recommender for Conversations—0
Coooolll: A Deep Learning System for Twitter Sentiment Classification—0
Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis—0
Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives—0
Learning the Taxonomy of Function Words for Parsing—0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data—0
Modeling Review Argumentation for Robust Sentiment Analysis—0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources—0
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
Uncertainty Detection in Hungarian Texts—0
Wordsyoudontknow: Evaluation of lexicon-based decompounding with unknown handling—0
Concept-oriented labelling of patent images based on Random Forests and proximity-driven generation of synthetic data—0
Jargon-Term Extraction by Chunking—0
Biber Redux: Reconsidering Dimensions of Variation in American English—0
Exploring ESA to Improve Word Relatedness—0
Hierarchical Topical Segmentation with Affinity Propagation—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
Triple based Background Knowledge Ranking for Document Enrichment—0
Building English-Vietnamese Named Entity Corpus with Aligned Bilingual News Articles—0
DLS@CU: Sentence Similarity from Word Alignment—0
FBK-TR: Applying SVM with Multiple Linguistic Features for Cross-Level Semantic Similarity—0
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns—0
BUAP: Evaluating Features for Multilingual and Cross-Level Semantic Textual Similarity—0
Extracting Latent Attributes from Video Scenes Using Text as Background Knowledge—0
Query Lattice for Translation Retrieval—0
Sense and Similarity: A Study of Sense-level Similarity Measures—0
A Data Driven Approach for Person Name Disambiguation in Web Search Results—0
Key Event Detection in Video using ASR and Visual Data—0
What or Who is Multilingual Watson?—0
SemEval-2014 Task 3: Cross-Level Semantic Similarity—0
Inducing Latent Semantic Relations for Structured Distributional Semantics—0
Bielefeld SC: Orthonormal Topic Modelling for Grammar Induction—0
Jointly or Separately: Which is Better for Parsing Heterogeneous Dependencies?—0
Fast Tweet Retrieval with Compact Binary Codes—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
Exploring the neighbor graph to improve distributional thesauri (Explorer le graphe de voisinage pour am\'eliorer les th\'esaurus distributionnels) [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