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 276–300 of 4740 papers

TitleStatusHype
Uncovering ChatGPT's Capabilities in Recommender SystemsCode1
Understanding Differential Search Index for Text RetrievalCode1
Multimodal Neural DatabasesCode1
LooPy: A Research-Friendly Mix Framework for Music Information Retrieval on Electronic Dance MusicCode1
Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive TasksCode1
A Personalized Dense Retrieval Framework for Unified Information AccessCode1
V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries.Code1
Rethinking Benchmarks for Cross-modal Image-text RetrievalCode1
Tempo vs. Pitch: understanding self-supervised tempo estimationCode1
T2Ranking: A large-scale Chinese Benchmark for Passage RankingCode1
Rethinking the Role of Token Retrieval in Multi-Vector RetrievalCode1
Hierarchical Video-Moment Retrieval and Step-CaptioningCode1
Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection MethodsCode1
Deep Declarative Dynamic Time Warping for End-to-End Learning of Alignment PathsCode1
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging FaceCode1
Pretraining De-Biased Language Model with Large-scale Click Logs for Document RankingCode1
jazznet: A Dataset of Fundamental Piano Patterns for Music Audio Machine Learning ResearchCode1
Adaptive Machine Translation with Large Language ModelsCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
Efficiently predicting high resolution mass spectra with graph neural networksCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
Hengam: An Adversarially Trained Transformer for Persian Temporal TaggingCode1
Is my automatic audio captioning system so bad? spider-max: a metric to consider several caption candidatesCode1
SciFact-Open: Towards open-domain scientific claim verificationCode1
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-RankingCode1
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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