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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3676–3700 of 4740 papers

TitleStatusHype
Farasa: A Fast and Furious Segmenter for Arabic—0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations—0
Syntactic Parsing of Web Queries with Question Intent—0
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations—0
Question Answering over Knowledge Base using Factual Memory Networks—0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification—0
Using Related Languages to Enhance Statistical Language Models—0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Deep API Learning—0
Query Expansion with Locally-Trained Word Embeddings—0
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts—0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation—0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Automatic Construction of Discourse Corpora for Dialogue Translation—0
Audio Features Affected by Music Expressiveness—0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval—0
SlangNet: A WordNet like resource for English Slang—0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models—0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images—0
A Finite-State Morphological Analyser for Sindhi—0
Information structure in the Potsdam Commentary Corpus: Topics—0
Distributional Thesauri for Information Retrieval and vice versa—0
Evaluating Lexical Similarity to build Sentiment Similarity—0
On Developing Resources for Patient-level Information Retrieval—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