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 3401–3425 of 4740 papers

TitleStatusHype
PACRR: A Position-Aware Neural IR Model for Relevance MatchingCode0
Rhetorical relations for information retrieval—0
Probabilistic Search for Structured Data via Probabilistic Programming and Nonparametric BayesCode0
Lexical Simplification with Neural Ranking—0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content MeasurementCode0
Improving Clinical Diagnosis Inference through Integration of Structured and Unstructured Knowledge—0
Identifying Effective Translations for Cross-lingual Arabic-to-English User-generated Speech Search—0
Measuring Topic Coherence through Optimal Word Buckets—0
Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation—0
On-demand Injection of Lexical Knowledge for Recognising Textual Entailment—0
Distributed Document and Phrase Co-embeddings for Descriptive Clustering—0
Discriminative Information Retrieval for Question Answering Sentence SelectionCode0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words—0
ParaDi: Dictionary of Paraphrases of Czech Complex Predicates with Light Verbs—0
Cross-Lingual Syntactically Informed Distributed Word Representations—0
Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking—0
Comparison of String Similarity Measures for Obscenity Filtering—0
Recognizing Insufficiently Supported Arguments in Argumentative Essays—0
Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations—0
Semantic Similarity of Arabic Sentences with Word Embeddings—0
SHAKKIL: An Automatic Diacritization System for Modern Standard Arabic Texts—0
Simple Compound Splitting for German—0
Automated WordNet Construction Using Word EmbeddingsCode0
A Preliminary Study of Croatian Lexical Substitution—0
Towards Never Ending Language Learning for Morphologically Rich Languages—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