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 1401–1425 of 4740 papers

TitleStatusHype
Attentive Representation Learning with Adversarial Training for Short Text Clustering—0
Discovering Latent Information By Spreading Activation Algorithm For Document Retrieval—0
Analyzing Patient Records to Establish If and When a Patient Suffered from a Medical Condition—0
DoQA - Accessing Domain-Specific FAQs via Conversational QA—0
Discovering seminal works with marker papers—0
Back up your Stance: Recognizing Arguments in Online Discussions—0
Bacteria Biotope Detection, Ontology-based Normalization, and Relation Extraction using Syntactic Rules—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
Bag-of-Words Baselines for Semantic Code Search—0
Discriminative Learning with Natural Annotations: Word Segmentation as a Case Study—0
Bag-of-Words Forced Decoding for Cross-Lingual Information Retrieval—0
EICA Team at SemEval-2018 Task 2: Semantic and Metadata-based Features for Multilingual Emoji Prediction—0
Cross-modal variational inference for bijective signal-symbol translation—0
Disentangling Questions from Query Generation for Task-Adaptive Retrieval—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
Dissecting an Adversarial framework for Information Retrieval—0
Analyzing Language Learned by an Active Question Answering Agent—0
Distantly Supervised POS Tagging of Low-Resource Languages under Extreme Data Sparsity: The Case of Hittite—0
A Comparison of Explicit and Implicit Proactive Dialogue Strategies for Conversational Recommendation—0
After Dialog Went Pervasive: Separating Dialog Behavior Modeling and Task Modeling—0
Distillation Early Stopping? Harvesting Dark Knowledge Utilizing Anisotropic Information Retrieval For Overparameterized NN—0
Distillation for Multilingual Information Retrieval—0
Cross-lingual Word Clusters for Direct Transfer of Linguistic Structure—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