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 1151–1175 of 4740 papers

TitleStatusHype
An Axiomatic Approach to Regularizing Neural Ranking Models—0
Advice from the Oracle: Really Intelligent Information Retrieval—0
Automatically generated NE tagged corpora for English and Hungarian—0
Automatically Building a Corpus for Sentiment Analysis on Indonesian Tweets—0
A natural language interface to a graph-based bibliographic information retrieval system—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
An Attention-Based Deep Net for Learning to Rank—0
Adversary Resistant Deep Neural Networks with an Application to Malware Detection—0
TempRetriever: Fusion-based Temporal Dense Passage Retrieval for Time-Sensitive Questions—0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need—0
Debiasing Neural Retrieval via In-batch Balancing Regularization—0
Deep Learning Models For Multiword Expression Identification—0
An Assessment of Language Identification Methods on Tweets and Wikipedia Articles—0
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search—0
Adversarial Sampling and Training for Semi-Supervised Information Retrieval—0
Xu: An Automated Query Expansion and Optimization Tool—0
Automated Generation of Storytelling Vocabulary from Photographs for use in AAC—0
An Architecture for Probabilistic Concept-Based Information Retrieval—0
Data-Driven Relevance Judgments for Ranking Evaluation—0
Automated Extraction of Fine-Grained Standardized Product Information from Unstructured Multilingual Web Data—0
Automated Answer Validation using Text Similarity—0
An Approximate Algorithm for Maximum Inner Product Search over Streaming Sparse Vectors—0
AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System—0
Adversarial Prediction Games for Multivariate Losses—0
A Comparison of Smoothing Techniques for Bilingual Lexicon Extraction from Comparable Corpora—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