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 3051–3075 of 4740 papers

TitleStatusHype
Unsupervised Learning for Surgical Motion by Learning to Predict the Future—0
JTAV: Jointly Learning Social Media Content Representation by Fusing Textual, Acoustic, and Visual FeaturesCode0
Revisiting Singing Voice Detection: a Quantitative Review and the Future OutlookCode0
LIS at SemEval-2018 Task 2: Mixing Word Embeddings and Bag of Features for Multilingual Emoji Prediction—0
Generating Image Captions in Arabic using Root-Word Based Recurrent Neural Networks and Deep Neural Networks—0
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models—0
ArgumenText: Searching for Arguments in Heterogeneous Sources—0
Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings—0
Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction—0
\#TeamINF at SemEval-2018 Task 2: Emoji Prediction in Tweets—0
EXPR at SemEval-2018 Task 9: A Combined Approach for Hypernym Discovery—0
Mining Evidences for Concept Stock Recommendation—0
A Systematic Classification of Knowledge, Reasoning, and Context within the ARC Dataset—0
MITRE at SemEval-2018 Task 11: Commonsense Reasoning without Commonsense Knowledge—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
Tree Structured Dirichlet Processes for Hierarchical Morphological SegmentationCode0
Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval—0
A Multimodal Translation-Based Approach for Knowledge Graph Representation Learning—0
Learning Sentence Representations over Tree Structures for Target-Dependent Classification—0
SemEval 2018 Task 2: Multilingual Emoji Prediction—0
Bf3R at SemEval-2018 Task 7: Evaluating Two Relation Extraction Tools for Finding Semantic Relations in Biomedical Abstracts—0
A Laypeople Study on Terminology Identification across Domains and Task Definitions—0
Encoding Conversation Context for Neural Keyphrase Extraction from Microblog Posts—0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction—0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—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