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 2301–2325 of 4740 papers

TitleStatusHype
An Efficient Annotation for Phrasal Verbs using Dependency Information—0
A Feature Analysis for Multimodal News Retrieval—0
A Comprehensive Comparative Study of Word and Sentence Similarity Measures—0
A Birds Eye View on Knowledge Graph Embeddings, Software Libraries, Applications and Challenges—0
Deep scattering transform applied to note onset detection and instrument recognition—0
Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval—0
Deep Retrieval: Learning A Retrievable Structure for Large-Scale Recommendations—0
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research—0
Automatic Detection of Multilingual Dictionaries on the Web—0
Deep Reinforced Query Reformulation for Information Retrieval—0
Automatic Detection of Cognates Using Orthographic Alignment—0
Deep Ranking Based Cost-sensitive Multi-label Learning for Distant Supervision Relation Extraction—0
Automatic Cross-Lingual Similarization of Dependency Grammars for Tree-based Machine Translation—0
ANEC: An Amharic Named Entity Corpus and Transformer Based Recognizer—0
A Fast Randomized Algorithm for Finding the Maximal Common Subsequences—0
Deep Random Projection Outlyingness for Unsupervised Anomaly Detection—0
Automatic creation of WordNets from parallel corpora—0
Deep Neural Networks for Query Expansion using Word Embeddings—0
Automatic Coupling of Answer Extraction and Information Retrieval—0
ANCOR\_Centre, a large free spoken French coreference corpus: description of the resource and reliability measures—0
Deep Neural Networks at the Service of Multilingual Parallel Sentence Extraction—0
Deep Neural Network for Learning to Rank Query-Text Pairs—0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)—0
Automatic Construction of Discourse Corpora for Dialogue Translation—0
A Fast Deep Learning Model for Textual Relevance in Biomedical 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