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 2601–2650 of 4740 papers

TitleStatusHype
Machine Learning Approaches for Amharic Parts-of-speech Tagging—0
Conversational Search for Learning Technologies—0
Topical Result Caching in Web Search Engines—0
Resolving the Scope of Speculation and Negation using Transformer-Based ArchitecturesCode0
Measuring Diversity in Heterogeneous Information Networks—0
Rank Aggregation from Pairwise Comparisons in the Presence of Adversarial Corruptions—0
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot LearningCode0
Report on the SIGIR 2019 Workshop on eCommerce (ECOM19)—0
A Machine Learning Framework for Authorship Identification From Texts—0
Report on the First HIPstIR Workshop on the Future of Information Retrieval—0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
Macaw: An Extensible Conversational Information Seeking PlatformCode0
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data ScienceCode0
Semantic Segmentation for Compound figures—0
SetRank: Learning a Permutation-Invariant Ranking Model for Information RetrievalCode0
Neural-IR-Explorer: A Content-Focused Tool to Explore Neural Re-Ranking ResultsCode0
Introducing MANtIS: a novel Multi-Domain Information Seeking Dialogues DatasetCode0
Exploring the Ideal Depth of Neural Network when Predicting Question Deletion on Community Question Answering—0
Attentive Representation Learning with Adversarial Training for Short Text Clustering—0
Document Network Embedding: Coping for Missing Content and Missing Links—0
Information Retrieval and Its Sister Disciplines—0
WIKIR: A Python toolkit for building a large-scale Wikipedia-based English Information Retrieval DatasetCode0
Push-pull Feedback Implements Hierarchical Information Retrieval EfficientlyCode0
Precision-Recall Balanced Topic Modelling—0
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval—0
Multilabel reductions: what is my loss optimising?—0
Building Discourse Parser for Thirukkural—0
Machine learning for music genre: multifaceted review and experimentation with audiosetCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
CAWA: An Attention-Network for Credit AttributionCode0
A Vietnamese information retrieval system for product-price—0
Using the Web as an Implicit Training Set: Application to Noun Compound Syntax and Semantics—0
Cross-modal representation alignment of molecular structure and perturbation-induced transcriptional profilesCode0
An Alternative Cross Entropy Loss for Learning-to-Rank—0
A Survey on Adversarial Information Retrieval on the Web—0
On the Vietnamese Name Entity Recognition: A Deep Learning Method Approach—0
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering—0
Contribution au Niveau de l'Approche Indirecte à Base de Transfert dans la Traduction Automatique—0
Temporarily Unavailable: Memory Inhibition in Cognitive and Computer Science—0
An Accuracy-Enhanced Stemming Algorithm for Arabic Information Retrieval—0
Sato: Contextual Semantic Type Detection in TablesCode0
Allowing for equal opportunities for artists in music recommendation—0
How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging—0
Biomedical Evidence Generation Engine—0
Feature Extraction in Augmented Reality—0
Enriching Conversation Context in Retrieval-based Chatbots—0
BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model—0
SEAGLE: A Platform for Comparative Evaluation of Semantic Encoders for Information Retrieval—0
RDoC Task at BioNLP-OST 2019—0
Exploring Diverse Expressions for Paraphrase Generation—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