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 2551–2600 of 4740 papers

TitleStatusHype
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
Acoustic Scene Classification Using Bilinear Pooling on Time-liked and Frequency-liked Convolution Neural Network—0
Pre-training Tasks for Embedding-based Large-scale Retrieval—0
Cross-modal variational inference for bijective signal-symbol translation—0
Discovering Mathematical Objects of Interest -- A Study of Mathematical NotationsCode1
Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach—0
Fast Generating A Large Number of Gumbel-Max Variables—0
Safe Exploration for Optimizing Contextual BanditsCode0
Concept Embedding for Information Retrieval—0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis—0
A Tool for Conducting User Studies on Mobile DevicesCode0
Selective Weak Supervision for Neural Information RetrievalCode1
Towards Automatic Clustering Analysis using Traces of Information Gain: The InfoGuide Method—0
Bibliometric-enhanced Information Retrieval 10th Anniversary Workshop Edition—0
A multimodal deep learning approach for named entity recognition from social media—0
Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Tasks—0
Document Network Projection in Pretrained Word Embedding Space—0
Latent-variable Private Information Retrieval—0
Quantum Private Information Retrieval from Coded and Colluding Servers—0
Deep Learning for MIR Tutorial—0
Unbiased evaluation of ranking metrics reveals consistent performance in science and technology citation data—0
Modeling Product Search Relevance in e-Commerce—0
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning—0
On the Replicability of Combining Word Embeddings and Retrieval Models—0
Machine Learning Approaches for Amharic Parts-of-speech Tagging—0
Topical Result Caching in Web Search Engines—0
Conversational Search for Learning Technologies—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
Macaw: An Extensible Conversational Information Seeking PlatformCode0
Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response RankingCode0
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
Language Modelling with NMT Query Translation for Amharic-Arabic Cross-Language Information Retrieval—0
Building Discourse Parser for Thirukkural—0
Multilabel reductions: what is my loss optimising?—0
Precision-Recall Balanced Topic Modelling—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