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 4101–4150 of 4740 papers

TitleStatusHype
Hubness Reduction Improves Sentence-BERT Semantic SpacesCode0
A Cascade Model for Argument Mining in Japanese Political Discussions: the QA Lab-PoliInfo-3 Case StudyCode0
Resolving the Scope of Speculation and Negation using Transformer-Based ArchitecturesCode0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
CANDY: A Benchmark for Continuous Approximate Nearest Neighbor Search with Dynamic Data IngestionCode0
Human Preferences as Dueling BanditsCode0
Efficiency-Effectiveness Tradeoff of Probabilistic Structured Queries for Cross-Language Information RetrievalCode0
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity DocumentsCode0
CREATE: Cohort Retrieval Enhanced by Analysis of Text from Electronic Health Records using OMOP Common Data ModelCode0
Authorship verification in the absence of explicit features and thresholdsCode0
HybridCite: A Hybrid Model for Context-Aware Citation RecommendationCode0
Measuring and Addressing Indexical Bias in Information RetrievalCode0
Singing Voice Separation Using a Deep Convolutional Neural Network Trained by Ideal Binary Mask and Cross EntropyCode0
Goniometers are a Powerful Acoustic Feature for Music Information Retrieval TasksCode0
COV19IR : COVID-19 Domain Literature Information RetrievalCode0
GOLFer: Smaller LM-Generated Documents Hallucination Filter & Combiner for Query Expansion in Information RetrievalCode0
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identificationCode0
CoSPLADE: Contextualizing SPLADE for Conversational Information RetrievalCode0
Active learning in annotating micro-blogs dealing with e-reputationCode0
Where Do We Go from Here? Multi-scale Allocentric Relational Inference from Natural Spatial DescriptionsCode0
HyTE: Hyperplane-based Temporally aware Knowledge Graph EmbeddingCode0
BULNER: BUg Localization with word embeddings and NEtwork RegularizationCode0
Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation SystemsCode0
Rethinking Chunk Size For Long-Document Retrieval: A Multi-Dataset AnalysisCode0
Temporal Information Retrieval via Time-Specifier Model MergingCode0
Topic-oriented Adversarial Attacks against Black-box Neural Ranking ModelsCode0
Tree Structured Dirichlet Processes for Hierarchical Morphological SegmentationCode0
Corpus Poisoning via Approximate Greedy Gradient DescentCode0
Efficiency-Effectiveness Reranking FLOPs for LLM-based RerankersCode0
PiC: A Phrase-in-Context Dataset for Phrase Understanding and Semantic SearchCode0
Identification of the Relevance of Comments in Codes Using Bag of Words and Transformer Based ModelsCode0
Bridging Data Center AI Systems with Edge Computing for Actionable Information RetrievalCode0
Identifying Emergent Research Trends by Key Authors and PhrasesCode0
Effective Clustering on Large Attributed Bipartite GraphsCode0
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data ScienceCode0
edge2vec: Representation learning using edge semantics for biomedical knowledge discoveryCode0
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the OceanCode0
Retrieval Augmented Generation based Large Language Models for Causality MiningCode0
B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc RetrievalCode0
Boosting Zero-shot Cross-lingual Retrieval by Training on Artificially Code-Switched DataCode0
Skeleton-to-Response: Dialogue Generation Guided by Retrieval MemoryCode0
EDeR: A Dataset for Exploring Dependency Relations Between EventsCode0
Melon Playlist Dataset: a public dataset for audio-based playlist generation and music taggingCode0
Coreference Resolution in Research Papers from Multiple DomainsCode0
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information RetrievalCode0
Convolutional Neural Network Language ModelsCode0
MergeDTS: A Method for Effective Large-Scale Online Ranker EvaluationCode0
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data GenerationCode0
Arabic Multi-Dialect Segmentation: bi-LSTM-CRF vs. SVMCode0
Universal Music Representations? Evaluating Foundation Models on World Music CorporaCode0
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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