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 2201–2250 of 4740 papers

TitleStatusHype
Improving Pivot-Based Statistical Machine Translation Using Random Walk—0
Context Sensitive Article Ranking with Citation Context Analysis—0
Improving Robustness Estimates in Natural Language Explainable AI though Synonymity Weighted Similarity Measures—0
Improving Sentence Completion in Dialogues with Multi-Modal Features—0
Improving Statistical Multimedia Information Retrieval Model by using Ontology—0
Improving Tag-Clouds as Visual Information Retrieval Interfaces—0
Improving Domain-Specific Retrieval by NLI Fine-Tuning—0
Improving the precision of automatically constructed human-oriented translation dictionaries—0
Contextualization for the Organization of Text Documents Streams—0
A Survey of Multimodal Retrieval-Augmented Generation—0
Improving Trace Link Recommendation by Using Non-Isotropic Distances and Combinations—0
Improving Vietnamese Legal Document Retrieval using Synthetic Data—0
Improving Web Search Ranking by Incorporating Structured Annotation of Queries—0
Improving Word Representations via Global Context and Multiple Word Prototypes—0
Context-augmented Retrieval: A Novel Framework for Fast Information Retrieval based Response Generation using Large Language Model—0
In a Few Words: Comparing Weak Supervision and LLMs for Short Query Intent Classification—0
INAOE\_UPV-CORE: Extracting Word Associations from Document Corpora to estimate Semantic Textual Similarity—0
"In-Context Learning" or: How I learned to stop worrying and love "Applied Information Retrieval"—0
In-Context Learning with Topological Information for Knowledge Graph Completion—0
Exploring the Practicality of Generative Retrieval on Dynamic Corpora—0
Incorporating Multimodal Information in Open-Domain Web Keyphrase Extraction—0
Incorporating Query Term Independence Assumption for Efficient Retrieval and Ranking using Deep Neural Networks—0
A Multilingual Test Collection for the Semantic Search of Entity Categories—0
Incorporating Satellite Documents into Co-citation Networks for Scientific Paper Searches—0
Improving Document Ranking using Query Expansion and Classification Techniques for Mixed Script Information Retrieval—0
Incremental Spoken Dialogue Systems: Tools and Data—0
In defense of dual-encoders for neural ranking—0
Indexation \`a base des syntagmes nominaux (Nominal-chunk based indexing) [in French]—0
A Survey on Adversarial Information Retrieval on the Web—0
Indonesian Dependency Treebank: Annotation and Parsing—0
Indoor Information Retrieval using Lifelog Data—0
IndoWordnet Visualizer: A Graphical User Interface for Browsing and Exploring Wordnets of Indian Languages—0
Inducing Latent Semantic Relations for Structured Distributional Semantics—0
Inductive and Unsupervised Representation Learning on Graph Structured Objects—0
Improving distributional thesauri by exploring the graph of neighbors—0
INDUS: Effective and Efficient Language Models for Scientific Applications—0
Control Search Rankings, Control the World: What is a Good Search Engine?—0
Inference at Scale Significance Testing for Large Search and Recommendation Experiments—0
Content Models for Survey Generation: A Factoid-Based Evaluation—0
Inference of ICD Codes from Japanese Medical Records by Searching Disease Names—0
Inference Scaled GraphRAG: Improving Multi Hop Question Answering on Knowledge Graphs—0
Improving Distributed Representations of Tweets - Present and Future—0
What Makes the Story Forward? Inferring Commonsense Explanations as Prompts for Future Event Generation—0
Infinite Author Topic Model based on Mixed Gamma-Negative Binomial Process—0
Improving Cross-lingual Information Retrieval on Low-Resource Languages via Optimal Transport Distillation—0
A Survey of Controllable Learning: Methods and Applications in Information Retrieval—0
A Deep Learning Based Approach to Transliteration—0
Information Discovery in e-Commerce—0
A Survey on Efficient Processing of Similarity Queries over Neural Embeddings—0
Improving Clinical Question Answering with Multi-Task Learning: A Joint Approach for Answer Extraction and Medical Categorization—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