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 4051–4075 of 4740 papers

TitleStatusHype
Annotation and Classification of Light Verbs and Light Verb Variations in Mandarin Chinese—0
Unsupervised Word Sense Induction using Distributional Statistics—0
UoW: Multi-task Learning Gaussian Process for Semantic Textual Similarity—0
UoW: NLP techniques developed at the University of Wolverhampton for Semantic Similarity and Textual EntailmentCode0
SAIL-GRS: Grammar Induction for Spoken Dialogue Systems using CF-IRF Rule Similarity—0
ThinkMiners: Disorder Recognition using Conditional Random Fields and Distributional Semantics—0
SimCompass: Using Deep Learning Word Embeddings to Assess Cross-level Similarity—0
TCDSCSS: Dimensionality Reduction to Evaluate Texts of Varying Lengths - an IR Approach—0
Improving distributional thesauri by exploring the graph of neighbors—0
A Web-based Geo-resolution Annotation and Evaluation Tool—0
Enforcing Topic Diversity in a Document Recommender for Conversations—0
Coooolll: A Deep Learning System for Twitter Sentiment Classification—0
Reducing Over-Weighting in Supervised Term Weighting for Sentiment Analysis—0
Group Non-negative Matrix Factorization with Natural Categories for Question Retrieval in Community Question Answer Archives—0
Learning the Taxonomy of Function Words for Parsing—0
Towards a robust framework for the semantic representation of temporal expressions in cultural legacy data—0
Modeling Review Argumentation for Robust Sentiment Analysis—0
Learning Sense-specific Word Embeddings By Exploiting Bilingual Resources—0
Building Large-Scale Twitter-Specific Sentiment Lexicon : A Representation Learning Approach—0
Exploring the use of word embeddings and random walks on Wikipedia for the CogAlex shared task—0
Uncertainty Detection in Hungarian Texts—0
Wordsyoudontknow: Evaluation of lexicon-based decompounding with unknown handling—0
Concept-oriented labelling of patent images based on Random Forests and proximity-driven generation of synthetic data—0
Jargon-Term Extraction by Chunking—0
Biber Redux: Reconsidering Dimensions of Variation in American English—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