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 3826–3850 of 4740 papers

TitleStatusHype
An Empirical Evaluation of Stop Word Removal in Statistical Machine Translation—0
An Empirical Study of Some Selected IR Models for Bengali Monolingual Information Retrieval—0
An Empirical Study of the Occurrence and Co-Occurrence of Named Entities in Natural Language Corpora—0
An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge—0
An End-to-End, Segmentation-Free, Arabic Handwritten Recognition Model on KHATT—0
An enhanced method to compute the similarity between concepts of ontology—0
An ensemble diversity approach to supervised binary hashing—0
An Ensemble Method with Sentiment Features and Clustering Support—0
An Entity-Topic Model for Entity Linking—0
A Nepali Rule Based Stemmer and its performance on different NLP applications—0
A Neural Attention Model for Disfluency Detection—0
A Neural Autoencoder Approach for Document Ranking and Query Refinement in Pharmacogenomic Information Retrieval—0
A neural document language modeling framework for spoken document retrieval—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
A Neural Network for Factoid Question Answering over Paragraphs—0
A Neural Turing~Machine for Conditional Transition Graph Modeling—0
An Evaluation of Two Commercial Deep Learning-Based Information Retrieval Systems for COVID-19 Literature—0
Evaluating Sakana's AI Scientist for Autonomous Research: Wishful Thinking or an Emerging Reality Towards 'Artificial Research Intelligence' (ARI)?—0
A New Approach for Idiom Identification Using Meanings and the Web—0
A new approach for query expansion using Wikipedia and WordNet—0
A New Design of Cache-aided Multiuser Private Information Retrieval with Uncoded Prefetching—0
A New Entity Salience Task with Millions of Training Examples—0
A new hybrid stemming algorithm for Persian—0
A New Semantic Lexicon and Similarity Measure in Bangla—0
An Exact Algorithm for F-Measure Maximization—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