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 4226–4250 of 4740 papers

TitleStatusHype
How well can a corpus-derived co-occurrence network simulate human associative behavior?—0
ITU Turkish NLP Web Service—0
Propagation Strategies for Building Temporal Ontologies—0
Temporal Text Ranking and Automatic Dating of Texts—0
A Supervised Model for Extraction of Multiword Expressions, Based on Statistical Context Features—0
Care Episode Retrieval—0
Mining Lexical Variants from Microblogs: An Unsupervised Multilingual Approach—0
One Step Closer to Automatic Evaluation of Text Simplification Systems—0
A New Entity Salience Task with Millions of Training Examples—0
Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality—0
Coreference Resolution Evaluation for Higher Level Applications—0
Answering List Questions using Web as a corpus—0
Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora—0
Deterministic Word Segmentation Using Maximum Matching with Fully Lexicalized Rules—0
Type-Supervised Domain Adaptation for Joint Segmentation and POS-Tagging—0
Improving the precision of automatically constructed human-oriented translation dictionaries—0
Easy Web Search Results Clustering: When Baselines Can Reach State-of-the-Art Algorithms—0
Fast Recursive Multi-class Classification of Pairs of Text Entities for Biomedical Event Extraction—0
Using Entropy Estimates for DAG-Based Ontologies—0
Concept Based vs. Pseudo Relevance Feedback Performance Evaluation for Information Retrieval System—0
Linking Databases using Matched Arabic Names—0
Random Walks for Knowledge-Based Word Sense Disambiguation—0
Pareto-depth for Multiple-query Image Retrieval—0
Improving Performance Of English-Hindi Cross Language Information Retrieval Using Transliteration Of Query Terms—0
The semantic similarity ensemble—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