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 3651–3675 of 4740 papers

TitleStatusHype
Unsupervised Modeling of Topical Relevance in L2 Learner Text—0
University of Houston at CL-SciSumm 2016: SVMs with tree kernels and Sentence Similarity—0
I2RNTU at SemEval-2016 Task 4: Classifier Fusion for Polarity Classification in Twitter—0
RDI\_Team at SemEval-2016 Task 3: RDI Unsupervised Framework for Text Ranking—0
Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension—0
How do Practitioners, PhD Students and Postdocs in the Social Sciences Assess Topic-specific Recommendations?—0
Triaging Mental Health Forum Posts—0
Trainable Citation-enhanced Summarization of Scientific Articles—0
Recognizing Reference Spans and Classifying their Discourse Facets—0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations—0
Overview of the CL-SciSumm 2016 Shared Task—0
GUIR at SemEval-2016 task 12: Temporal Information Processing for Clinical Narratives—0
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations—0
Linguistically Aware Information Retrieval: Providing Input Enrichment for Second Language Learners—0
Linguistic Template Extraction for Recognizing Reader-Emotion—0
LIPN-IIMAS at SemEval-2016 Task 1: Random Forest Regression Experiments on Align-and-Differentiate and Word Embeddings penalizing strategies—0
CIST System for CL-SciSumm 2016 Shared Task—0
Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project—0
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model—0
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights—0
Farasa: A Fast and Furious Segmenter for Arabic—0
A Study of Reuse and Plagiarism in Speech and Natural Language Processing papers—0
Syntactic Parsing of Web Queries with Question Intent—0
Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling—0
RICOH at SemEval-2016 Task 1: IR-based Semantic Textual Similarity Estimation—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