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 3901–3950 of 4740 papers

TitleStatusHype
TeamUFAL: WSD+EL as Document Retrieval—0
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge—0
AMBRA: A Ranking Approach to Temporal Text Classification—0
A Method of Accounting Bigrams in Topic Models—0
Linking the Thoughts: Analysis of Argumentation Structures in Scientific Publications—0
MiniExperts: An SVM Approach for Measuring Semantic Textual Similarity—0
Twitter Paraphrase Identification with Simple Overlap Features and SVMs—0
AMRITA\_CEN@SemEval-2015: Paraphrase Detection for Twitter using Unsupervised Feature Learning with Recursive Autoencoders—0
Learning Structures of Negations from Flat Annotations—0
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features—0
Named Entity Recognition for Arabic Social Media—0
Non-Orthogonal Explicit Semantic Analysis—0
HITSZ-ICRC: An Integration Approach for QA TempEval Challenge—0
Learning to predict script events from domain-specific text—0
Rhetorical Figure Detection: the Case of Chiasmus—0
A Critical Review of Recurrent Neural Networks for Sequence LearningCode0
A survey of SMS based Information Systems—0
OntoSOC: Sociocultural Knowledge Ontology—0
Automatic cognate identification with gap-weighted string subsequences.—0
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval—0
Matching Citation Text and Cited Spans in Biomedical Literature: a Search-Oriented Approach—0
Adapting word2vec to Named Entity Recognition—0
Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques—0
Transition-Based Syntactic Linearization—0
Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval—0
Deep Learning and Continuous Representations for Natural Language Processing—0
Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models—0
Unsupervised Sparse Vector Densification for Short Text Similarity—0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval—0
Reserating the awesometastic: An automatic extension of the WordNet taxonomy for novel terms—0
Theory of Optimizing Pseudolinear Performance Measures: Application to F-measure—0
Multiview LSA: Representation Learning via Generalized CCA—0
Social Media Predictive Analytics—0
Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering—0
Supersense tagging for Danish—0
Determining the most frequent senses using Russian linguistic ontology RuThes—0
Topic Models: Accounting Component Structure of Bigrams—0
I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions—0
Integrating a Large, Monolingual Corpus as Translation Memory into Statistical Machine Translation—0
Encoding World Knowledge in the Evaluation of Local Coherence—0
Learning Contextualized Music Semantics from Tags via a Siamese Network—0
Visual Information Retrieval in Endoscopic Video Archives—0
WHOSE - A Tool for Whole-Session Analysis in IIR—0
Towards a relation extraction framework for cyber-security conceptsCode0
Contextualization of topics - browsing through terms, authors, journals and cluster allocations—0
Concentric network symmetry grasps authors' styles in word adjacency networks—0
Evaluation Evaluation a Monte Carlo study—0
Analysis of Temporal Expressions Annotated in Clinical Notes—0
Automatic Noun Compound Interpretation using Deep Neural Networks and Word Embeddings—0
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process—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