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 1151–1200 of 4740 papers

TitleStatusHype
Automatic classification of doctor-patient questions for a virtual patient record query task—0
Pareto Optimal Learning for Estimating Large Language Model Errors—0
An Axiomatic Approach to Regularizing Neural Ranking Models—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
Automatically generated NE tagged corpora for English and Hungarian—0
Automatically Building a Corpus for Sentiment Analysis on Indonesian Tweets—0
A natural language interface to a graph-based bibliographic information retrieval system—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
An Attention-Based Deep Net for Learning to Rank—0
Adversary Resistant Deep Neural Networks with an Application to Malware Detection—0
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions—0
DEEPF0: End-To-End Fundamental Frequency Estimation for Music and Speech Signals—0
Deep Learning applications for COVID-19—0
Deep Learning Relevance: Creating Relevant Information (as Opposed to Retrieving it)—0
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Xu: An Automated Query Expansion and Optimization Tool—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
An Architecture for Probabilistic Concept-Based Information Retrieval—0
Deep Contextualized Biomedical Abbreviation Expansion—0
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
Automated Answer Validation using Text Similarity—0
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors—0
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System—0
Adversarial Prediction Games for Multivariate Losses—0
A Comparison of Smoothing Techniques for Bilingual Lexicon Extraction from Comparable Corpora—0
Authorship Verification - An Approach based on Random Forest—0
AUT Document Alignment Framework for BUCC Workshop Shared Task—0
An approach based on Combination of Features for automatic news retrieval—0
A Usefulness-based Approach for Measuring the Local and Global Effect of IIR Services—0
A Universal Framework for Inductive Transfer Parsing across Multi-typed Treebanks—0
A Comparison of Semantic Similarity Methods for Maximum Human Interpretability—0
A Unified RvNN Framework for End-to-End Chinese Discourse Parsing—0
A unified Neural Network Approach to E-CommerceRelevance Learning—0
An Analytical Model of Language Resource Sustainability—0
An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT—0
A Unified Model for Word Sense Representation and Disambiguation—0
Adversarial Learning for Improved Onsets and Frames Music Transcription—0
A Benchmark Suite for Template Detection and Content Extraction—0
Deep API Learning—0
Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning—0
A Unified Architecture for Semantic Role Labeling and Relation Classification—0
An analysis of vision-language models for fabric retrieval—0
A Comparison of Information Retrieval Techniques for Detecting Source Code Plagiarism—0
Augmenting Low-Resource Text Classification with Graph-Grounded Pre-training and Prompting—0
An Analysis of the Semantic Annotation Task on the Linked Data Cloud—0
Augmenting Course Material with Open Access Textbooks—0
Augmented Embeddings for Custom Retrievals—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