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 376–400 of 4740 papers

TitleStatusHype
CORD-19: The COVID-19 Open Research DatasetCode1
CoRT: Complementary Rankings from TransformersCode1
Corpus-Steered Query Expansion with Large Language ModelsCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information AssistantCode1
OntoChatGPT Information System: Ontology-Driven Structured Prompts for ChatGPT Meta-LearningCode1
Open-Amp: Synthetic Data Framework for Audio Effect Foundation ModelsCode1
ASPIRE: Assistive System for Performance Evaluation in IRCode1
Cross-Thought for Sentence Encoder Pre-trainingCode1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer EncodersCode1
A Statutory Article Retrieval Dataset in FrenchCode1
C-STS: Conditional Semantic Textual SimilarityCode1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by ExampleCode1
A Deep Generative Framework for Paraphrase GenerationCode1
PatentMatch: A Dataset for Matching Patent Claims & Prior ArtCode1
Finding the Law: Enhancing Statutory Article Retrieval via Graph Neural NetworksCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
Few-Shot Generative Conversational Query RewritingCode1
Dealing with Typos for BERT-based Passage Retrieval and RankingCode1
Declarative Experimentation in Information Retrieval using PyTerrierCode1
PLOD: An Abbreviation Detection Dataset for Scientific DocumentsCode1
DebateSum: A large-scale argument mining and summarization datasetCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
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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