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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2426–2450 of 4740 papers

TitleStatusHype
Towards Building KurdNet, the Kurdish WordNet—0
Towards Compositionally Generalizable Semantic Parsing in Large Language Models: A Survey—0
Towards Computational Analysis of Pansori Singing—0
Towards Consistency Filtering-Free Unsupervised Learning for Dense Retrieval—0
Towards Creation of a Corpus for Argumentation Mining the Biomedical Genetics Research Literature—0
Towards Effective Device-Aware Federated Learning—0
Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation—0
Towards Finite-State Morphology of Kurdish—0
Towards Generalizable Sentence Embeddings—0
Towards Grounding of Formulae—0
Towards Handling Unconstrained User Preferences in Dialogue—0
Towards Human-centered Proactive Conversational Agents—0
Towards Large-scale Generative Ranking—0
Towards Multi-Language Recipe Personalisation and Recommendation—0
Towards Multimodal MIR: Predicting individual differences from music-induced movement—0
Towards Never Ending Language Learning for Morphologically Rich Languages—0
Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios—0
Towards Proactive Information Retrieval in Noisy Text with Wikipedia Concepts—0
Towards Quantum Language Models—0
Towards Resolving Word Ambiguity with Word Embeddings—0
Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval—0
Towards Robust Evaluation of STEM Education: Leveraging MLLMs in Project-Based Learning—0
Towards Robustness Analysis of E-Commerce Ranking System—0
Towards Robust Neural Retrieval Models with Synthetic Pre-Training—0
Towards Robust Passage Re-Ranking Model by Mitigating Lexical Match Bias—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