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 4301–4350 of 4740 papers

TitleStatusHype
Merging Word Senses—0
A Graph-Based Approach to Skill Extraction from Text—0
Response Generation Based on Hierarchical Semantic Structure with POMDP Re-ranking for Conversational Dialogue Systems—0
A Study of Language Modeling for Chinese Spelling Check—0
Building the Chinese Open Wordnet (COW): Starting from Core Synsets—0
Information Mining from Islamic Scriptures—0
Developing ML-based Systems to Extract Medical Information from Japanese Medical History Summaries—0
Statistical Stemming for Kannada—0
Designing a Generic Scheme for Etymological Annotation: a New Type of Language Corpora Annotation—0
Automatic Music Mood Classification of Hindi Songs—0
A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers—0
Improving Web Search Ranking by Incorporating Structured Annotation of Queries—0
Microblog Entity Linking by Leveraging Extra Posts—0
Exploiting Multiple Sources for Open-Domain Hypernym Discovery—0
Unsupervised Induction of Cross-Lingual Semantic Relations—0
A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)—0
Unsupervised Relation Extraction with General Domain Knowledge—0
Adaptor Grammars for Learning Non-Concatenative Morphology—0
Prior Disambiguation of Word Tensors for Constructing Sentence Vectors—0
Boosting Cross-Language Retrieval by Learning Bilingual Phrase Associations from Relevance Rankings—0
Centering Similarity Measures to Reduce Hubs—0
Lexical Chain Based Cohesion Models for Document-Level Statistical Machine Translation—0
Event-Based Time Label Propagation for Automatic Dating of News Articles—0
Improving Pivot-Based Statistical Machine Translation Using Random Walk—0
Appropriately Incorporating Statistical Significance in PMI—0
Japanese Zero Reference Resolution Considering Exophora and Author/Reader Mentions—0
Application of Localized Similarity for Web Documents—0
Structured Penalties for Log-Linear Language Models—0
Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese—0
Identifying Phrasal Verbs Using Many Bilingual Corpora—0
Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge—0
Towards a Hybrid Rule-based and Statistical Arabic-French Machine Translation System—0
Answering Questions from Multiple Documents -- the Role of Multi-Document Summarization—0
Using a Weighted Semantic Network for Lexical Semantic Relatedness—0
A Combined Pattern-based and Distributional Approach for Automatic Hypernym Detection in Dutch.—0
Context Independent Term Mapper for European LanguagesCode0
Measuring Closure Properties of Patent Sublanguages—0
Unsupervised Learning of A-Morphous Inflection with Graph Clustering—0
Multi-Document Summarization using Automatic Key-Phrase Extraction—0
Rule-based Named Entity Extraction For Ontology Population—0
Automatic Evaluation of Summary Using Textual Entailment—0
Korean Word-Sense Disambiguation Using Parallel Corpus as Additional Resource—0
Edit Distance: A New Data Selection Criterion for Domain Adaptation in SMT—0
Named Entity Recognition in Broadcast News Using Similar Written Texts—0
A Dictionary-Based Approach for Evaluating Orthographic Methods in Cognates Identification—0
Evaluation of baseline information retrieval for Polish open-domain Question Answering system—0
Cross-Lingual Information Retrieval and Semantic Interoperability for Cultural Heritage Repositories—0
Using Parallel Corpora for Word Sense Disambiguation—0
Exploring the inference role in automatic information extraction from texts—0
Towards the automatic classification of complex-type nominals—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