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 401–425 of 4740 papers

TitleStatusHype
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
Open-Amp: Synthetic Data Framework for Audio Effect Foundation ModelsCode1
Open-Retrieval Conversational Question AnsweringCode1
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document RankingCode1
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge GeneratorsCode1
Optimizing Revenue while showing Relevant Assortments at ScaleCode1
Beyond CO2 Emissions: The Overlooked Impact of Water Consumption of Information Retrieval ModelsCode1
Patapasco: A Python Framework for Cross-Language Information Retrieval ExperimentsCode1
A Deep Generative Framework for Paraphrase GenerationCode1
Persian Keyphrase Generation Using Sequence-to-Sequence ModelsCode1
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and TextCode1
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QACode1
Answering Questions on COVID-19 in Real-TimeCode1
PlenoptiCam v1.0: A light-field imaging frameworkCode1
Bidirectional Attentive Memory Networks for Question Answering over Knowledge BasesCode1
Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword ExtractionCode1
Automatic Jailbreaking of the Text-to-Image Generative AI SystemsCode1
Pretrained Domain-Specific Language Model for General Information Retrieval Tasks in the AEC DomainCode1
Audio Embeddings as Teachers for Music ClassificationCode1
Attention Lens: A Tool for Mechanistically Interpreting the Attention Head Information Retrieval MechanismCode1
audioLIME: Listenable Explanations Using Source SeparationCode1
Prompt Tuning on Graph-augmented Low-resource Text ClassificationCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
A Survey on Large Language Models with Multilingualism: Recent Advances and New FrontiersCode1
AT-RAG: An Adaptive RAG Model Enhancing Query Efficiency with Topic Filtering and Iterative ReasoningCode1
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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