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 3251–3275 of 4740 papers

TitleStatusHype
Do Not Trust the Trolls: Predicting Credibility in Community Question Answering ForumsCode0
Importance sampling for unbiased on-demand evaluation of knowledge base population—0
Enrichment of French Biomedical Ontologies with UMLS Concepts and Semantic Types for Biomedical Named Entity Recognition Though Ontological Semantic Annotation—0
Document retrieval and question answering in medical documents. A large-scale corpus challenge.—0
Proceedings of the 1st Workshop on Natural Language Processing and Information Retrieval associated with RANLP 2017—0
Chinese Zero Pronoun Resolution with Deep Memory Network—0
UDLex: Towards Cross-language Subcategorization Lexicons—0
Shortest-Path Graph Kernels for Document Similarity—0
Automatic Threshold Detection for Data Selection in Machine Translation—0
A Diachronic Corpus for Romanian (RoDia)—0
Exploiting and Evaluating a Supervised, Multilanguage Keyphrase Extraction pipeline for under-resourced languages—0
Learning to Rank Semantic Coherence for Topic Segmentation—0
Transition-Based Disfluency Detection using LSTMsCode0
Combining Graph Degeneracy and Submodularity for Unsupervised Extractive SummarizationCode0
StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern—0
Structured Generation of Technical Reading Lists—0
Recognizing Textual Entailment in Twitter Using Word Embeddings—0
Towards the Understanding of Gaming Audiences by Modeling Twitch Emotes—0
Acquisition, Representation and Usage of Conceptual Hierarchies—0
Context-Sensitive Recognition for Emerging and Rare Entities—0
Demographic-aware word associations—0
Towards Quantum Language Models—0
Lexical Chains meet Word Embeddings in Document-level Statistical Machine Translation—0
Graph-Based Approach to Recognizing CST Relations in Polish Texts—0
Applying Deep Neural Network to Retrieve Relevant Civil Law Articles—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