SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 4301–4325 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
Show:102550
← PrevPage 173 of 190Next →
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