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 2451–2475 of 4740 papers

TitleStatusHype
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
Toward Word Embedding for Personalized Information Retrieval—0
TQDL: Integrated Models for Cross-Language Document Retrieval—0
Tracking Textual Similarities in Neo-Latin Drama Networks—0
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode—0
Traduction automatique \`a partir de corpus comparables: extraction de phrases parall\`eles \`a partir de donn\'ees comparables multimodales (Automatic Translation from Comparable corpora : extracting parallel sentences from multimodal comparable corpora) [in French]—0
TRAIL: Trace Reasoning and Agentic Issue Localization—0
Trainable Citation-enhanced Summarization of Scientific Articles—0
Training a Ranking Function for Open-Domain Question Answering—0
Trans-dimensional Random Fields for Language Modeling—0
Transductive Optimization of Top k Precision—0
Transfer and Multi-Task Learning for Noun--Noun Compound Interpretation—0
Transfer Learning Approaches for Building Cross-Language Dense Retrieval Models—0
Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia—0
Transfer Learning for a Letter-Ngrams to Word Decoder in the Context of Historical Handwriting Recognition with Scarce Resources—0
Transfer of knowledge among instruments in automatic music transcription—0
Transforming Location Retrieval at Airbnb: A Journey from Heuristics to Reinforcement Learning—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