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 4126–4150 of 4740 papers

TitleStatusHype
Two-Stage Hashing for Fast Document Retrieval—0
Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationCode0
Online Learning in Tensor Space—0
Information Extraction over Structured Data: Question Answering with Freebase—0
Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries—0
Unsupervised Feature Learning for Visual Sign Language Identification—0
Learning Semantic Hierarchies via Word Embeddings—0
Graph Ranking for Collective Named Entity Disambiguation—0
Improving Citation Polarity Classification with Product Reviews—0
Hippocratic Abbreviation Expansion—0
Vector space semantics with frequency-driven motifs—0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation—0
Predicting the relevance of distributional semantic similarity with contextual information—0
Bilingual Event Extraction: a Case Study on Trigger Type Determination—0
Polylingual Tree-Based Topic Models for Translation Domain Adaptation—0
How much do word embeddings encode about syntax?—0
Semantics for Large-Scale Multimedia: New Challenges for NLP—0
DKPro Keyphrases: Flexible and Reusable Keyphrase Extraction Experiments—0
Learning Grounded Meaning Representations with Autoencoders—0
Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding—0
A Survey of Arabic Named Entity Recognition and Classification—0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions—0
Measuring Distance Between Unordered Sets of Different Sizes—0
Collective Matrix Factorization Hashing for Multimodal Data—0
Building of Networks of Natural Hierarchies of Terms Based on Analysis of Texts Corpora—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