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 451–475 of 4740 papers

TitleStatusHype
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with AttributionCode1
Evaluating the Robustness of Retrieval Pipelines with Query Variation GeneratorsCode1
DataFinder: Scientific Dataset Recommendation from Natural Language DescriptionsCode1
Symbolic Music Representations for Classification Tasks: A Systematic EvaluationCode1
Are We There Yet? Evaluating State-of-the-Art Neural Network based Geoparsers Using EUPEG as a Benchmarking PlatformCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Taken by Surprise: Contrast effect for Similarity ScoresCode1
TARexp: A Python Framework for Technology-Assisted Review ExperimentsCode1
Generative Retrieval via Term Set GenerationCode1
Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency BenefitsCode1
Exploring Dual Encoder Architectures for Question AnsweringCode1
Exploring _0 Sparsification for Inference-free Sparse RetrieversCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
FairDiverse: A Comprehensive Toolkit for Fair and Diverse Information Retrieval AlgorithmsCode1
ATR4S: Toolkit with State-of-the-art Automatic Terms Recognition Methods in ScalaCode1
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector SpacesCode1
THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case EntailmentCode1
TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph CompletionCode1
Structural Text Segmentation of Legal DocumentsCode1
Toward Conversational Agents with Context and Time Sensitive Long-term MemoryCode1
CascadER: Cross-Modal Cascading for Knowledge Graph Link PredictionCode1
Fast k-NN Graph Construction by GPU based NN-DescentCode1
Unsupervised Dense Information Retrieval with Contrastive LearningCode1
Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual QualitiesCode1
G-RAG: Knowledge Expansion in Material ScienceCode1
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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