SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4451–4475 of 4740 papers

TitleStatusHype
KnCe2013-CORE:Semantic Text Similarity by use of Knowledge Bases—0
SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity—0
CFILT-CORE: Semantic Textual Similarity using Universal Networking Language—0
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses—0
Topic Segmentation with a Structured Topic Model—0
Translation Acquisition Using Synonym Sets—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
Measuring Term Informativeness in Context—0
An opinion about opinions about opinions: subjectivity and the aggregate reader—0
Finding What Matters in Questions—0
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints—0
Dudley North visits North London: Learning When to Transliterate to Arabic—0
Representing Topics Using Images—0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
Rule-Based Semantic Tagging. An Application Undergoing Dictionary Glosses—0
Question Answering Against Very-Large Text Collections—0
Duplicate Bug Report Detection With a Combination of Information Retrieval and Topic Modeling—0
Meaning-focused and Quantum-inspired Information Retrieval—0
Machine Learning, Clustering, and Polymorphy—0
An Architecture for Probabilistic Concept-Based Information Retrieval—0
Convex and Scalable Weakly Labeled SVMs—0
Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields—0
Evaluating Topic Coherence Using Distributional Semantics—0
Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem—0
Learning to Rank for Expert Search in Digital Libraries of Academic Publications—0
Show:102550
← PrevPage 179 of 190Next →
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