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 4401–4450 of 4740 papers

TitleStatusHype
Bilingual Lexicon Extraction via Pivot Language and Word Alignment Tool—0
On the contribution of discourse structure to topic segmentation—0
IRISA participation to BioNLP-ST13: lazy-learning and information retrieval for information extraction tasks—0
Task Alternation in Parallel Sentence Retrieval for Twitter Translation—0
Latent Semantic Matching: Application to Cross-language Text Categorization without Alignment Information—0
Text-Driven Toponym Resolution using Indirect Supervision—0
Finding More Bilingual Webpages with High Credibility via Link Analysis—0
Categorization of Turkish News Documents with Morphological Analysis—0
Filling Knowledge Base Gaps for Distant Supervision of Relation Extraction—0
Are Semantically Coherent Topic Models Useful for Ad Hoc Information Retrieval?—0
Mapping Source to Target Strings without Alignment by Analogical Learning: A Case Study with Transliteration—0
Automatic Coupling of Answer Extraction and Information Retrieval—0
Chinese Parsing Exploiting CharactersCode0
Patterns of Importance Variation in Spoken Dialog—0
Feature-Based Selection of Dependency Paths in Ad Hoc Information Retrieval—0
Align, Disambiguate and Walk: A Unified Approach for Measuring Semantic Similarity—0
A Novel Architecture For Question Classification Based Indexing Scheme For Efficient Question Answering—0
WebSets: Extracting Sets of Entities from the Web Using Unsupervised Information Extraction—0
Finding Academic Experts on a MultiSensor Approach using Shannon's Entropy—0
The Quantum Challenge in Concept Theory and Natural Language Processing—0
Using Arabic Wordnet for semantic indexation in information retrieval system—0
Table of Content detection using Machine Learning—0
SegCV : Eficient parsing of r\'esum\'es with analysis and correction of errors (SegCV : traitement efficace de CV avec analyse et correction d'erreurs) [in French]—0
Dudley North visits North London: Learning When to Transliterate to Arabic—0
Cross-Lingual Semantic Similarity of Words as the Similarity of Their Semantic Word Responses—0
Automatic Identification of Bengali Noun-Noun Compounds Using Random Forest—0
SemEval-2013 Task 10: Cross-lingual Word Sense Disambiguation—0
SemEval-2013 Task 11: Word Sense Induction and Disambiguation within an End-User Application—0
LIPN-CORE: Semantic Text Similarity using n-grams, WordNet, Syntactic Analysis, ESA and Information Retrieval based Features—0
Coarse to Fine Grained Sense Disambiguation in Wikipedia—0
UNITOR-CORE\_TYPED: Combining Text Similarity and Semantic Filters through SV Regression—0
Topic Segmentation with a Structured Topic Model—0
KnCe2013-CORE:Semantic Text Similarity by use of Knowledge Bases—0
SOFTCARDINALITY-CORE: Improving Text Overlap with Distributional Measures for Semantic Textual Similarity—0
UEM-UC3M: An Ontology-based named entity recognition system for biomedical texts.—0
Unsupervised CRF for knowledge discovery (D\'ecouverte de connaissances dans les s\'equences par CRF non-supervis\'es) [in French]—0
Semeval-2013 Task 8: Cross-lingual Textual Entailment for Content Synchronization—0
UniMelb\_NLP-CORE: Integrating predictions from multiple domains and feature sets for estimating semantic textual similarity—0
Keyphrase Extraction for N-best Reranking in Multi-Sentence CompressionCode0
CPN-CORE: A Text Semantic Similarity System Infused with Opinion Knowledge—0
Mining Partial Annotation Rules for Named Entity Recognition (Fouille de r\`egles d'annotation partielles pour la reconnaissance des entit\'es nomm\'ees) [in French]—0
SOFTCARDINALITY: Hierarchical Text Overlap for Student Response Analysis—0
INAOE\_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity—0
Lexicons from Comparable Corpora for Multilingual Information Retrieval (Lexiques de corpus comparables et recherche d'information multilingue) [in French]—0
HeidelTime: Tuning English and Developing Spanish Resources for TempEval-3—0
CFILT-CORE: Semantic Textual Similarity using Universal Networking Language—0
A Machine Learning Approach to Automatic Term Extraction using a Rich Feature Set—0
Finding What Matters in Questions—0
Improved Information Structure Analysis of Scientific Documents Through Discourse and Lexical Constraints—0
ECNUCS: Measuring Short Text Semantic Equivalence Using Multiple Similarity Measurements—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