SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 3251–3275 of 4740 papers

TitleStatusHype
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
Towards Semantic Modeling of Contradictions and Disagreements: A Case Study of Medical Guidelines—0
Towards Semantic Query Segmentation—0
Towards Semantic Search for Community Question Answering for Mortgage Officers—0
Towards the automatic classification of complex-type nominals—0
Towards Theoretical Understanding of Weak Supervision for Information Retrieval—0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes—0
Towards Topic-to-Question Generation—0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations—0
Toward the Understanding of Deep Text Matching Models for Information Retrieval—0
Show:102550
← PrevPage 131 of 190Next →
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