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 3801–3825 of 4740 papers

TitleStatusHype
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents—0
Experiments on Active Learning for Croatian Word Sense Disambiguation—0
ListNet-based MT Rescoring—0
Multilingual Summarization with Polytope Model—0
Identifying Key Concepts from EHR Notes Using Domain Adaptation—0
Online Sentence Novelty Scoring for Topical Document Streams—0
Recognizing Textual Entailment Using Probabilistic Inference—0
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning—0
Translation Invariant Word Embeddings—0
A Baseline Temporal Tagger for all LanguagesCode0
Key Concept Identification for Medical Information Retrieval—0
Evaluation methods for unsupervised word embeddings—0
Co-Training for Topic Classification of Scholarly Data—0
Estimation of Discourse Segmentation Labels from Crowd Data—0
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation—0
Personalized Machine Translation: Predicting Translational Preferences—0
Visual Bilingual Lexicon Induction with Transferred ConvNet Features—0
A Graph-based Readability Assessment Method using Word Coupling—0
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining—0
Learning Timeline Difference for Text Categorization—0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
Proposal for the creation of a research facility for the development of the SP machine—0
Reasoning in complex environments with the SelectScript declarative languageCode0
Enabling Complex Wikipedia Queries - Technical Report—0
Web Search Result Clustering based on Heuristic Search and k-means—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