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 2776–2800 of 4740 papers

TitleStatusHype
How do Practitioners, PhD Students and Postdocs in the Social Sciences Assess Topic-specific Recommendations?—0
How Large Language Models Are Changing MOOC Essay Answers: A Comparison of Pre- and Post-LLM Responses—0
How much do word embeddings encode about syntax?—0
How Relevance Emerges: Interpreting LoRA Fine-Tuning in Reranking LLMs—0
How to do lexical quality estimation of a large OCRed historical Finnish newspaper collection with scarce resources—0
How to Tell a Schneemann from a Milchmann: An Annotation Scheme for Compound-Internal Relations—0
How User Language Affects Conflict Fatality Estimates in ChatGPT—0
How well can a corpus-derived co-occurrence network simulate human associative behavior?—0
Human annotation of ASR error regions: Is ``gravity'' a sharable concept for human annotators?—0
Human in the loop approaches in multi-modal conversational task guidance system development—0
Human-in-the-Loop Schema Induction—0
Human memory search as a random walk in a semantic network—0
Humor as Circuits in Semantic Networks—0
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning—0
HunOr: A Hungarian---Russian Parallel Corpus—0
HuTO: an Human Time Ontology for Semantic Web Applications—0
Hybrid Question Answering over Knowledge Base and Free Text—0
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction—0
Hypencoder: Hypernetworks for Information Retrieval—0
Hyperdimensional Quantum Factorization—0
HyperFormer: Learning Expressive Sparse Feature Representations via Hypergraph Transformer—0
Hypergraph-of-Entity: A General Model for Entity-Oriented Search—0
Hyperspherical Query Likelihood Models with Word Embeddings—0
I2RNTU at SemEval-2016 Task 4: Classifier Fusion for Polarity Classification in Twitter—0
IAT - Image Annotation Tool: Manual—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