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 3626–3650 of 4740 papers

TitleStatusHype
Linguistic Template Extraction for Recognizing Reader-Emotion—0
Enriching Cold Start Personalized Language Model Using Social Network Information—0
Bibliometrics, Information Retrieval and Natural Language Processing: Natural Synergies to Support Digital Library Research—0
Unsupervised Modeling of Topical Relevance in L2 Learner Text—0
PolyU at CL-SciSumm 2016—0
CIST System for CL-SciSumm 2016 Shared Task—0
Delineating Fields Using Mathematical Jargon—0
RALI System Description for CL-SciSumm 2016 Shared Task—0
Overview of the CL-SciSumm 2016 Shared Task—0
University of Houston at CL-SciSumm 2016: SVMs with tree kernels and Sentence Similarity—0
Triaging Mental Health Forum Posts—0
NEAL: A Neurally Enhanced Approach to Linking Citation and Reference—0
Linguistically Aware Information Retrieval: Providing Input Enrichment for Second Language Learners—0
A Study of Reuse and Plagiarism in Speech and Natural Language Processing papers—0
Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project—0
Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features—0
Recognizing Reference Spans and Classifying their Discourse Facets—0
Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches—0
Augmenting Course Material with Open Access Textbooks—0
Trainable Citation-enhanced Summarization of Scientific Articles—0
But What Do We Actually Know?—0
Multiple In-text Reference Aggregation Phenomenon—0
Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task—0
Identifying Referenced Text in Scientific Publications by Summarisation and Classification Techniques—0
Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling—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