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 1726–1750 of 4740 papers

TitleStatusHype
Examining the Impact of Uncontrolled Variables on Physiological Signals in User Studies for Information Processing Activities—0
A Transformer-Based Visual Piano Transcription Algorithm—0
Analysis of Temporal Expressions Annotated in Clinical Notes—0
Exemplar-Centered Supervised Shallow Parametric Data Embedding—0
Building Large Chinese Corpus for Spoken Dialogue Research in Specific Domains—0
Expanding wordnets to new languages with multilingual sense disambiguation—0
Experimental Evidence That Conversational Artificial Intelligence Can Steer Consumer Behavior Without Detection—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
Experiments on Active Learning for Croatian Word Sense Disambiguation—0
A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation—0
Experiments with Different Indexing Techniques for Text Retrieval tasks on Gujarati Language using Bag of Words Approach—0
Extending NegEx with Kernel Methods for Negation Detection in Clinical Text—0
ExpertRank: A Multi-level Coarse-grained Expert-based Listwise Ranking Loss—0
Building Specialized Bilingual Lexicons Using Large Scale Background Knowledge—0
Explainability of Text Processing and Retrieval Methods: A Critical Survey—0
Explainable Agreement through Simulation for Tasks with Subjective Labels—0
Building the Chinese Open Wordnet (COW): Starting from Core Synsets—0
Explainable Information Retrieval: A Survey—0
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series—0
BURT: BERT-inspired Universal Representation from Learning Meaningful Segment—0
Explaining Legal Concepts with Augmented Large Language Models (GPT-4)—0
But What Do We Actually Know?—0
Explicative Path Finding in a Semantic Network—0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages—0
Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding)—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