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 951–975 of 4740 papers

TitleStatusHype
Benchmarks for Pirá 2.0, a Reading Comprehension Dataset about the Ocean, the Brazilian Coast, and Climate Change—0
Citation Analysis with Neural Attention Models—0
CiteFix: Enhancing RAG Accuracy Through Post-Processing Citation Correction—0
Are Neural Ranking Models Robust?—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
A Reproducibility and Generalizability Study of Large Language Models for Query Generation—0
Benchmarking Sub-Genre Classification For Mainstage Dance Music—0
Clarifying Ambiguities: on the Role of Ambiguity Types in Prompting Methods for Clarification Generation—0
An Exact Algorithm for F-Measure Maximization—0
A Generalized Vector Space Model for Ontology-Based Information Retrieval—0
Classification on Sentence Embeddings for Legal Assistance—0
Classifying Gene Sentences in Biomedical Literature by Combining High-Precision Gene Identifiers—0
AliMe Chat: A Sequence to Sequence and Rerank based Chatbot Engine—0
Adaptive Speech Understanding for Intuitive Model-based Spoken Dialogues—0
A Conceptual Framework for Implicit Evaluation of Conversational Search Interfaces—0
A New Semantic Lexicon and Similarity Measure in Bangla—0
Benben: A Chinese Intelligent Conversational Robot—0
A Linguistic Study on Relevance Modeling in Information Retrieval—0
A Generalized Knowledge Hunting Framework for the Winograd Schema Challenge—0
Clinical Data-Driven Probabilistic Graph Processing—0
Bell's Inequalities and Entanglement in Corpora of Italian Language—0
CLIP-AE: CLIP-assisted Cross-view Audio-Visual Enhancement for Unsupervised Temporal Action Localization—0
BEIR-PL: Zero Shot Information Retrieval Benchmark for the Polish Language—0
VITR: Augmenting Vision Transformers with Relation-Focused Learning for Cross-Modal Information Retrieval—0
A new hybrid stemming algorithm for Persian—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