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 4551–4600 of 4740 papers

TitleStatusHype
Measuring Semantic Relatedness using Multilingual Representations—0
Word Sense Disambiguation Improves Information Retrieval—0
TakeLab: Systems for Measuring Semantic Text Similarity—0
Movie-DiC: a Movie Dialogue Corpus for Research and Development—0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons—0
An Unsupervised Ranking Model for Noun-Noun Compositionality—0
Qualitative Modeling of Spatial Prepositions and Motion Expressions—0
Learning to Find Translations and Transliterations on the Web—0
State-of-the-Art Kernels for Natural Language Processing—0
SAGAN: A Machine Translation Approach for Cross-Lingual Textual Entailment—0
UNT: A Supervised Synergistic Approach to Semantic Text Similarity—0
Pattern Learning for Relation Extraction with a Hierarchical Topic Model—0
English-Korean Named Entity Transliteration Using Substring Alignment and Re-ranking Methods—0
Identifying Untyped Relation Mentions in a Corpus given an Ontology—0
Report of NEWS 2012 Machine Transliteration Shared Task—0
Search Result Diversification Methods to Assist Lexicographers—0
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model—0
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information—0
FCC: Three Approaches for Semantic Textual Similarity—0
SemEval-2012 Task 5: Chinese Semantic Dependency Parsing—0
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars—0
Learning to Temporally Order Medical Events in Clinical Text—0
Text-level Discourse Parsing with Rich Linguistic Features—0
The Study of Effect of Length in Morphological Segmentation of Agglutinative Languages—0
A Broad Evaluation of Techniques for Automatic Acquisition of Multiword Expressions—0
Semeval-2012 Task 8: Cross-lingual Textual Entailment for Content Synchronization—0
Using Search-Logs to Improve Query Tagging—0
Explore Person Specific Evidence in Web Person Name Disambiguation—0
Local and Global Context for Supervised and Unsupervised Metonymy Resolution—0
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012—0
Specifying Viewpoint and Information Need with Affective Metaphors: A System Demonstration of the Metaphor-Magnet Web App/Service—0
Lemmatisation as a Tagging Task—0
Cost-benefit Analysis of Two-Stage Conditional Random Fields based English-to-Chinese Machine Transliteration—0
Supervised Text-based Geolocation Using Language Models on an Adaptive Grid—0
UNITOR: Combining Semantic Text Similarity functions through SV Regression—0
Improving Word Representations via Global Context and Multiple Word Prototypes—0
Bridging the Gap Between Scope-based and Event-based Negation/Speculation Annotations: A Bridge Not Too Far—0
Rediscovering ACL Discoveries Through the Lens of ACL Anthology Network Citing Sentences—0
Improve SMT Quality with Automatically Extracted Paraphrase Rules—0
Polarity Inducing Latent Semantic Analysis—0
An Entity-Topic Model for Entity Linking—0
Labeling Documents with Timestamps: Learning from their Time Expressions—0
String Re-writing Kernel—0
Humor as Circuits in Semantic Networks—0
Exploring Topic Coherence over Many Models and Many TopicsCode0
Aligning Bilingual Literary Works: a Pilot Study—0
Une Approche de Recherche d'Information Structur\'ee fond\'ee sur la Correction d'Erreurs \`a l'Indexation des Documents (Structured Information Retrieval Approach based on Indexing Time Error Correction) [in French]—0
Participation de l'IRISA \`a DeFT2012 : recherche d'information et apprentissage pour la g\'en\'eration de mots-cl\'es (IRISA participation to DeFT2012: information retrieval and machine-learning for keyword generation) [in French]—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
Natural Language Processing in Watson—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