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 4201–4225 of 4740 papers

TitleStatusHype
Multimodal dialogue segmentation with gesture post-processing—0
Semi-supervised methods for expanding psycholinguistics norms by integrating distributional similarity with the structure of WordNet—0
Bootstrapping Term Extractors for Multiple Languages—0
Efficient Reuse of Structured and Unstructured Resources for Ontology Population—0
Global Intelligent Content: Active Curation of Language Resources using Linked Data—0
Annotation of Computer Science Papers for Semantic Relation Extrac-tion—0
Exploring the utility of coreference chains for improved identification of personal names—0
Web-imageability of the Behavioral Features of Basic-level Concepts—0
Human annotation of ASR error regions: Is ``gravity'' a sharable concept for human annotators?—0
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation—0
How to Tell a Schneemann from a Milchmann: An Annotation Scheme for Compound-Internal Relations—0
Extracting semantic relations from Portuguese corpora using lexical-syntactic patterns—0
Investigating the Image of Entities in Social Media: Dataset Design and First Results—0
BiographyNet: Methodological Issues when NLP supports historical research—0
Enrichment of Bilingual Dictionary through News Stream Data—0
Construction and Annotation of a French Folkstale Corpus—0
A hierarchical taxonomy for classifying hardness of inference tasks—0
Semantic Search in Documents Enriched by LOD-based Annotations—0
Designing and Evaluating a Reliable Corpus of Web Genres via Crowd-Sourcing—0
TVD: A Reproducible and Multiply Aligned TV Series Dataset—0
A Gold Standard for CLIR evaluation in the Organic Agriculture Domain—0
Overview of Stemming Algorithms for Indian and Non-Indian Languages—0
Icon Based Information Retrieval and Disease Identification in Agriculture—0
CHISPA on the GO: A mobile Chinese-Spanish translation service for travellers in trouble—0
Domain Adaptation with Active Learning for Coreference Resolution—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