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 3876–3900 of 4740 papers

TitleStatusHype
On metric embedding for boosting semantic similarity computations—0
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
HuTO: an Human Time Ontology for Semantic Web Applications—0
Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture—0
A Method of Accounting Bigrams in Topic Models—0
Extending NegEx with Kernel Methods for Negation Detection in Clinical Text—0
Rhetorical Figure Detection: the Case of Chiasmus—0
Named Entity Recognition for Arabic Social Media—0
Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection—0
Linking the Thoughts: Analysis of Argumentation Structures in Scientific Publications—0
Neural context embeddings for automatic discovery of word senses—0
Building a Lexicon of Formulaic Language for Language Learners—0
Paraphrase Identification and Semantic Similarity in Twitter with Simple Features—0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation—0
AMBRA: A Ranking Approach to Temporal Text Classification—0
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts—0
HITSZ-ICRC: An Integration Approach for QA TempEval Challenge—0
Samsung: Align-and-Differentiate Approach to Semantic Textual Similarity—0
FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity—0
TeamUFAL: WSD+EL as Document Retrieval—0
SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis—0
ICRC-HIT: A Deep Learning based Comment Sequence Labeling System for Answer Selection Challenge—0
LIST-LUX: Disorder Identification from Clinical Texts—0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition—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