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 4351–4375 of 4740 papers

TitleStatusHype
Combining, Adapting and Reusing Bi-texts between Related Languages: Application to Statistical Machine Translation (invited talk)—0
Finding Negative Symptoms of Schizophrenia in Patient Records—0
Mixing in Some Knowledge: Enriched Context Patterns for Bayesian Word Sense Induction—0
Language diversity and implications for Language technology in the Multilingual Europe—0
Text segmentation for Language Identification in Greek Forums—0
The Mysterious Letter J—0
Computing Lexical Contrast—0
The Lovasz-Bregman Divergence and connections to rank aggregation, clustering, and web ranking—0
Coding for Random Projections—0
On the contribution of discourse structure to topic segmentation—0
Leveraging Crowdsourcing for Paraphrase Recognition—0
Evaluating Sentiment Analysis Systems in Russian—0
Finding More Bilingual Webpages with High Credibility via Link Analysis—0
Mining for Domain-specific Parallel Text from Wikipedia—0
MT Quality Estimation: The CMU System for WMT’13—0
Multilingual Multi-Document Summarization with POLY2—0
Developing Parallel Sense-tagged Corpora with Wordnets—0
Determining Compositionality of Expresssions Using Various Word Space Models and Methods—0
Patterns of Importance Variation in Spoken Dialog—0
Predicting Tasks in Goal-Oriented Spoken Dialog Systems using Semantic Knowledge Bases—0
Grammars and Topic Models—0
Robust Feature Extraction to Utterance Fluctuation of Articulation Disorders Based on Random Projection—0
Bilingual Lexicon Extraction via Pivot Language and Word Alignment Tool—0
Semantic Technologies in IBM Watson—0
A Structured Distributional Semantic Model : Integrating Structure with Semantics—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