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 4551–4600 of 4740 papers

TitleStatusHype
NPRF: A Neural Pseudo Relevance Feedback Framework for Ad-hoc Information RetrievalCode0
Towards Trustworthy Reranking: A Simple yet Effective Abstention MechanismCode0
ExcluIR: Exclusionary Neural Information RetrievalCode0
Clustering Urdu News Using HeadlinesCode0
CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval TaskCode0
CLIP-Branches: Interactive Fine-Tuning for Text-Image RetrievalCode0
oAdaBoost: An AdaBoost Variant for Ordinal ClassificationCode0
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate DisclosuresCode0
ClimateX: Do LLMs Accurately Assess Human Expert Confidence in Climate Statements?Code0
Offline Pseudo Relevance Feedback for Efficient and Effective Single-pass Dense RetrievalCode0
Offline Retrieval Evaluation Without Evaluation MetricsCode0
Cleaning Noisy and Heterogeneous Metadata for Record Linking Across Scholarly Big DatasetsCode0
Learning Sentiment-Specific Word Embedding for Twitter Sentiment ClassificationCode0
Event-enhanced Retrieval in Real-time SearchCode0
Towards Understanding Bias in Synthetic Data for EvaluationCode0
Learning Target-Specific Representations of Financial News Documents For Cumulative Abnormal Return PredictionCode0
Rational Retrieval Acts: Leveraging Pragmatic Reasoning to Improve Sparse RetrievalCode0
Debiased Pairwise Learning from Positive-Unlabeled Implicit FeedbackCode0
CleanGraph: Human-in-the-loop Knowledge Graph Refinement and CompletionCode0
Clarifying the Path to User Satisfaction: An Investigation into Clarification UsefulnessCode0
AgAsk: An Agent to Help Answer Farmer's Questions From Scientific DocumentsCode0
An Information Retrieval Approach to Short Text ConversationCode0
A Survey for Biomedical Text Summarization: From Pre-trained to Large Language ModelsCode0
The Power of Selecting Key Blocks with Local Pre-ranking for Long Document Information RetrievalCode0
Evaluation of Temporal Change in IR Test CollectionsCode0
Learning to Match Mathematical Statements with ProofsCode0
Learning to Match Using Local and Distributed Representations of Text for Web SearchCode0
Content-Based Weak Supervision for Ad-Hoc Re-RankingCode0
Claraprint: a chord and melody based fingerprint for western classical music cover detectionCode0
An Information Retrieval Approach to Building Datasets for Hate Speech DetectionCode0
One Deep Music Representation to Rule Them All? : A comparative analysis of different representation learning strategiesCode0
DCID: Deep Canonical Information DecompositionCode0
Real-time News Story Detection and Tracking with HashtagsCode0
Uncovering Deceptive Tendencies in Language Models: A Simulated Company AI AssistantCode0
CLaMP: Contrastive Language-Music Pre-training for Cross-Modal Symbolic Music Information RetrievalCode0
A Survey of Generative Information RetrievalCode0
Towards Explainable and Interpretable Musical Difficulty Estimation: A Parameter-efficient ApproachCode0
Evaluation Measures for Relevance and Credibility in Ranked ListsCode0
Learning to Search in Long Documents Using Document StructureCode0
On feature selection and evaluation of transportation mode prediction strategiesCode0
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic ResourcesCode0
ClaimCompare: A Data Pipeline for Evaluation of Novelty Destroying Patent PairsCode0
C-HTS: A Concept-based Hierarchical Text Segmentation approachCode0
Reasoning in complex environments with the SelectScript declarative languageCode0
Learning to Weight for Text ClassificationCode0
ChoralSynth: Synthetic Dataset of Choral SingingCode0
A bagging SVM to learn from positive and unlabeled examplesCode0
Learning What is Essential in QuestionsCode0
Chinese Parsing Exploiting CharactersCode0
Recall, Robustness, and Lexicographic EvaluationCode0
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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