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 4051–4100 of 4740 papers

TitleStatusHype
Machine Reading of Historical EventsCode0
HC4: A New Suite of Test Collections for Ad Hoc CLIRCode0
Improving Machine Hearing on Limited Data SetsCode0
SHREC 2021: Retrieval and classification of protein surfaces equipped with physical and chemical propertiesCode0
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset ConstructionCode0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
Macro-Average: Rare Types Are Important TooCode0
Cross-lingual Dependency Parsing Based on Distributed RepresentationsCode0
Harnessing High-Level Song Descriptors towards Natural Language-Based Music RecommendationCode0
Top-Down Partitioning for Efficient List-Wise RankingCode0
Empirical Evaluation of Four Tensor Decomposition AlgorithmsCode0
Teaching a New Dog Old Tricks: Resurrecting Multilingual Retrieval Using Zero-shot LearningCode0
ELSKE: Efficient Large-Scale Keyphrase ExtractionCode0
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource LanguagesCode0
Efficient Training of Retrieval Models using Negative CacheCode0
Simple and Effective Dimensionality Reduction for Word EmbeddingsCode0
Teaching Smaller Language Models To Generalise To Unseen Compositional QuestionsCode0
GROWN+UP: A Graph Representation Of a Webpage Network Utilizing Pre-trainingCode0
Automated WordNet Construction Using Word EmbeddingsCode0
Reproducing NevIR: Negation in Neural Information RetrievalCode0
CAWA: An Attention-Network for Credit AttributionCode0
An Ensemble Approach to Acronym Extraction using TransformersCode0
Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance LanguagesCode0
ReQA: An Evaluation for End-to-End Answer Retrieval ModelsCode0
Efficient Conversational Search via Topical Locality in Dense RetrievalCode0
Topical Coherence in LDA-based Models through Induced SegmentationCode0
HIRO: Hierarchical Information Retrieval OptimizationCode0
Marvin: Semantic annotation using multiple knowledge sourcesCode0
Mask-Enhanced Autoregressive Prediction: Pay Less Attention to Learn MoreCode0
Greedy Optimized Multileaving for PersonalizationCode0
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous DataCode0
Creating Healthy Friction: Determining Stakeholder Requirements of Job Recommendation ExplanationsCode0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context RepresentationsCode0
A Deep Architecture for Semantic Matching with Multiple Positional Sentence RepresentationsCode0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text MatchingCode0
MatchZoo: A Toolkit for Deep Text MatchingCode0
Variational Deep Semantic Hashing for Text DocumentsCode0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability PerspectiveCode0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression ExtractionCode0
Reverse-Engineering the Retrieval Process in GenIR ModelsCode0
UniMoCo: Unified Modality Completion for Robust Multi-Modal EmbeddingsCode0
CNTLS: A Benchmark Dataset for Abstractive or Extractive Chinese Timeline SummarizationCode0
Reshaping Free-Text Radiology Notes Into Structured Reports With Generative TransformersCode0
Creating a silver standard for patent simplificationCode0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information RetrievalCode0
When to Retrieve: Teaching LLMs to Utilize Information Retrieval EffectivelyCode0
Perceptions of Diversity in Electronic Music: the Impact of Listener, Artist, and Track CharacteristicsCode0
MATT: A Multiple-instance Attention Mechanism for Long-tail Music Genre ClassificationCode0
Graph Collaborative Attention Network for Link Prediction in Knowledge GraphsCode0
H-RANSAC, an algorithmic variant for Homography image transform from featureless point sets: application to video-based football analyticsCode0
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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