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 4376–4400 of 4740 papers

TitleStatusHype
A Semi-supervised Approach for Natural Language Call Routing—0
A Pilot Study of Readability Prediction with Reading Time—0
Aggregating Continuous Word Embeddings for Information Retrieval—0
Using a Random Forest Classifier to recognise translations of biomedical terms across languages—0
Using WordNet and Semantic Similarity for Bilingual Terminology Mining from Comparable Corpora—0
A Comparison of Smoothing Techniques for Bilingual Lexicon Extraction from Comparable Corpora—0
Using the Argumentative Structure of Scientific Literature to Improve Information Access—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules—0
IRISA participation to BioNLP-ST13: lazy-learning and information retrieval for information extraction tasks—0
Interpreting Consumer Health Questions: The Role of Anaphora and Ellipsis—0
Topic Models + Word Alignment = A Flexible Framework for Extracting Bilingual Dictionary from Comparable Corpus—0
Supervised Morphological Segmentation in a Low-Resource Learning Setting using Conditional Random Fields—0
High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning—0
Mapping Source to Target Strings without Alignment by Analogical Learning: A Case Study with Transliteration—0
Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction—0
Evaluating Text Segmentation using Boundary Edit Distance—0
Mining Equivalent Relations from Linked Data—0
English-to-Russian MT evaluation campaign—0
Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study—0
Text-Driven Toponym Resolution using Indirect Supervision—0
Task Alternation in Parallel Sentence Retrieval for Twitter Translation—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
VSEM: An open library for visual semantics representation—0
Derivational Smoothing for Syntactic Distributional Semantics—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