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 1026–1050 of 4740 papers

TitleStatusHype
Knowledge Sharing in Manufacturing using Large Language Models: User Evaluation and Model Benchmarking—0
Adapting Standard Retrieval Benchmarks to Evaluate Generated Answers—0
Translate-Distill: Learning Cross-Language Dense Retrieval by Translation and Distillation—0
Probabilistic emotion and sentiment modelling of patient-reported experiencesCode0
Sparse Meets Dense: A Hybrid Approach to Enhance Scientific Document Retrieval—0
Information Retrieval and Classification of Real-Time Multi-Source Hurricane Evacuation Notices—0
CAPTAIN at COLIEE 2023: Efficient Methods for Legal Information Retrieval and Entailment TasksCode0
Multimodal weighted graph representation for information extraction from visually rich documents.Code0
Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models—0
AraCovTexFinder: Leveraging the transformer-based language model for Arabic COVID-19 text identificationCode0
Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models—0
Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR)Code0
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge GraphsCode0
Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise—0
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performanceCode0
keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM—0
ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education—0
Structured Packing in LLM Training Improves Long Context Utilization—0
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages—0
ESGReveal: An LLM-based approach for extracting structured data from ESG reports—0
An Empirical Study on Compliance with Ranking Transparency in the Software Documentation of EU Online PlatformsCode0
From Bytes to Biases: Investigating the Cultural Self-Perception of Large Language Models—0
Experimenting with Large Language Models and vector embeddings in NASA SciX—0
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models—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