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 4376–4400 of 4740 papers

TitleStatusHype
HEADY: News headline abstraction through event pattern clustering—0
PLIS: a Probabilistic Lexical Inference System—0
Developing Parallel Sense-tagged Corpora with Wordnets—0
Recognizing Identical Events with Graph Kernels—0
Using WordNet and Semantic Similarity for Bilingual Terminology Mining from Comparable Corpora—0
Using the Argumentative Structure of Scientific Literature to Improve Information Access—0
Non-Monotonic Sentence Alignment via Semisupervised Learning—0
A Structured Distributional Semantic Model : Integrating Structure with Semantics—0
A Pilot Study of Readability Prediction with Reading Time—0
Transfer Learning Based Cross-lingual Knowledge Extraction for Wikipedia—0
A Structured Distributional Semantic Model for Event Co-reference—0
Semantic Technologies in IBM Watson—0
High-quality Training Data Selection using Latent Topics for Graph-based Semi-supervised Learning—0
Using a Random Forest Classifier to recognise translations of biomedical terms across languages—0
Interpreting Consumer Health Questions: The Role of Anaphora and Ellipsis—0
Biomedical Event Extraction by Multi-class Classification of Pairs of Text Entities—0
Derivational Smoothing for Syntactic Distributional Semantics—0
MT Quality Estimation: The CMU System for WMT’13—0
Determining Compositionality of Expresssions Using Various Word Space Models and Methods—0
Robust Feature Extraction to Utterance Fluctuation of Articulation Disorders Based on Random Projection—0
Aggregating Continuous Word Embeddings for Information Retrieval—0
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning—0
Building Comparable Corpora Based on Bilingual LDA Model—0
ParaQuery: Making Sense of Paraphrase Collections—0
SPred: Large-scale Harvesting of Semantic Predicates—0
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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