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 301–350 of 4740 papers

TitleStatusHype
Active Learning from the WebCode1
Decomposed Prompting: A Modular Approach for Solving Complex TasksCode1
The Chamber Ensemble Generator: Limitless High-Quality MIR Data via Generative ModelingCode1
Mr. Right: Multimodal Retrieval on Representation of ImaGe witH TextCode1
Learning Hierarchical Metrical Structure Beyond MeasuresCode1
CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual RetrievalCode1
Contrastive Audio-Language Learning for MusicCode1
EEG2Mel: Reconstructing Sound from Brain Responses to MusicCode1
RealTime QA: What's the Answer Right Now?Code1
MM-ALT: A Multimodal Automatic Lyric Transcription SystemCode1
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode1
Towards Proper Contrastive Self-supervised Learning Strategies For Music Audio RepresentationCode1
Twitmo: A Twitter Data Topic Modeling and Visualization Package for RCode1
An Approach to Ensure Fairness in News ArticlesCode1
Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query GenerationCode1
No Parameter Left Behind: How Distillation and Model Size Affect Zero-Shot RetrievalCode1
Optimizing Test-Time Query Representations for Dense RetrievalCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
Towards Tracing Factual Knowledge in Language Models Back to the Training DataCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
UL2: Unifying Language Learning ParadigmsCode1
Dimension Reduction for Efficient Dense Retrieval via Conditional AutoencoderCode1
Hyperbolic Relevance Matching for Neural Keyphrase ExtractionCode1
Unaligned Supervision For Automatic Music Transcription in The WildCode1
Semantic Information Recovery in Wireless NetworksCode1
PLOD: An Abbreviation Detection Dataset for Scientific DocumentsCode1
Post Processing Recommender Systems with Knowledge Graphs for Recency, Popularity, and Diversity of ExplanationsCode1
Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span PredictionCode1
A Data-Driven Methodology for Considering Feasibility and Pairwise Likelihood in Deep Learning Based Guitar Tablature Transcription SystemsCode1
Latent Aspect Detection from Online Unsolicited Customer ReviewsCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
UKP-SQUARE: An Online Platform for Question Answering ResearchCode1
RELIC: Retrieving Evidence for Literary ClaimsCode1
Augmenting Document Representations for Dense Retrieval with Interpolation and PerturbationCode1
Reasoning over Public and Private Data in Retrieval-Based SystemsCode1
DeepTrust: A Reliable Financial Knowledge Retrieval Framework For Explaining Extreme Pricing AnomaliesCode1
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
Where Does the Performance Improvement Come From? -- A Reproducibility Concern about Image-Text RetrievalCode1
Divide and Conquer: Text Semantic Matching with Disentangled Keywords and IntentsCode1
RACE: Retrieval-Augmented Commit Message GenerationCode1
TARexp: A Python Framework for Technology-Assisted Review ExperimentsCode1
Transformer Memory as a Differentiable Search IndexCode1
A multi-task semi-supervised framework for Text2Graph & Graph2TextCode1
Supervised Contrastive Learning for Product MatchingCode1
TONet: Tone-Octave Network for Singing Melody Extraction from Polyphonic MusicCode1
Learning Deep Semantic Model for Code Search using CodeSearchNet CorpusCode1
Patapasco: A Python Framework for Cross-Language Information Retrieval ExperimentsCode1
repro_eval: A Python Interface to Reproducibility Measures of System-oriented IR ExperimentsCode1
Grep-BiasIR: A Dataset for Investigating Gender Representation-Bias in Information Retrieval ResultsCode1
An efficient aggregation method for the symbolic representation of temporal dataCode1
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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