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 2126–2150 of 4740 papers

TitleStatusHype
ASPER: Attention-based Approach to Extract Syntactic Patterns denoting Semantic Relations in Sentential Context—0
Spellchecking for Children in Web Search: a Natural Language Interface Case-study—0
Sentiment Analysis of Dravidian Code Mixed Data—0
IRNLP_DAIICT@LT-EDI-EACL2021: Hope Speech detection in Code Mixed text using TF-IDF Char N-grams and MuRIL—0
IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL—0
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering ModelsCode1
Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering—0
BERT meets Cranfield: Uncovering the Properties of Full Ranking on Fully Labeled Data—0
Sub-GMN: The Neural Subgraph Matching Network Model—0
TREC 2020 Podcasts Track Overview—0
Large-Scale Approximate k-NN Graph Construction on GPUCode0
A PSO Strategy of Finding Relevant Web Documents using a New Similarity Measure—0
Unsupervised Multi-Index Semantic HashingCode0
Fairness in Ranking: A Survey—0
Semantic Enrichment of Pretrained Embedding Output for Unsupervised IR—0
NaturalProofs: Mathematical Theorem Proving in Natural LanguageCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures—0
Redefining Absent Keyphrases and their Effect on Retrieval Effectiveness—0
A General Framework for Learning Prosodic-Enhanced Representation of Rap Lyrics—0
Dynamic Model for Query-Document Expansion towards Improving Retrieval Relevance—0
The impact of using biased performance metrics on software defect prediction research—0
IRLI: Iterative Re-partitioning for Learning to Index—0
TripClick: The Log Files of a Large Health Web Search EngineCode0
Usability Evaluation for Online Professional Search in the Dutch Archaeology Domain—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