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 3251–3275 of 4740 papers

TitleStatusHype
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
UDLex: Towards Cross-language Subcategorization Lexicons—0
Annotation of Clinical Narratives in Bulgarian language—0
A Diachronic Corpus for Romanian (RoDia)—0
Building Dialectal Arabic Corpora—0
A Game with a Purpose for Automatic Detection of Children's Speech Disabilities using Limited Speech Resources—0
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation—0
oIQa: An Opinion Influence Oriented Question Answering Framework with Applications to Marketing Domain—0
Generating Answering Patterns from Factoid Arabic Questions—0
Automatic Threshold Detection for Data Selection in Machine Translation—0
Lexical Chains meet Word Embeddings in Document-level Statistical Machine Translation—0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
Structured Generation of Technical Reading Lists—0
Recognizing Textual Entailment in Twitter Using Word Embeddings—0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes—0
Fusion of Simple Models for Native Language Identification—0
Context-Sensitive Recognition for Emerging and Rare Entities—0
Boundary-based MWE segmentation with text partitioning—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Identifying Semantic Edit Intentions from Revisions in Wikipedia—0
Towards Quantum Language Models—0
Chinese Zero Pronoun Resolution with Deep Memory Network—0
Transition-Based Disfluency Detection using LSTMsCode0
Neural Sequence Learning Models for Word Sense Disambiguation—0
Shortest-Path Graph Kernels for Document Similarity—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