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 751–800 of 4740 papers

TitleStatusHype
Musical Score Following using Statistical InferenceCode0
Structured Token Retention and Computational Memory Paths in Large Language Models—0
Scientometric Analysis of the German IR Community within TREC & CLEF—0
Control Search Rankings, Control the World: What is a Good Search Engine?—0
Memento No More: Coaching AI Agents to Master Multiple Tasks via Hints Internalization—0
RankFlow: A Multi-Role Collaborative Reranking Workflow Utilizing Large Language Models—0
Emancipatory Information Retrieval—0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM JudgesCode0
DINT Transformer—0
Music2Latent2: Audio Compression with Summary Embeddings and Autoregressive Decoding—0
Shared DIFF Transformer—0
Enhanced Retrieval of Long Documents: Leveraging Fine-Grained Block Representations with Large Language Models—0
Linguistic Analysis of Sinhala YouTube Comments on Sinhala Music Videos: A Dataset Study—0
Survey: Understand the challenges of MachineLearning Experts using Named EntityRecognition Tools—0
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
LLM Evaluation Based on Aerospace Manufacturing Expertise: Automated Generation and Multi-Model Question Answering—0
CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs—0
On Correlating Factors for Domain Adaptation Performance—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
Remining Hard Negatives for Generative Pseudo Labeled Domain Adaptation—0
Continuous signal sparse encoding using analog neuromorphic variability—0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Optimizing Leaky Private Information Retrieval Codes to Achieve O( K) Leakage Ratio Exponent—0
KEIR @ ECIR 2025: The Second Workshop on Knowledge-Enhanced Information Retrieval—0
A Method for Multi-Hop Question Answering on Persian Knowledge Graph—0
Improved IR-based Bug Localization with Intelligent Relevance FeedbackCode0
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
InfoHier: Hierarchical Information Extraction via Encoding and Embedding—0
A Proposed Large Language Model-Based Smart Search for Archive System—0
Large Language Models: New Opportunities for Access to Science—0
Unveiling Temporal Trends in 19th Century Literature: An Information Retrieval Approach—0
ACORD: An Expert-Annotated Retrieval Dataset for Legal Contract Drafting—0
Text2Playlist: Generating Personalized Playlists from Text on DeezerCode0
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
Customizable LLM-Powered Chatbot for Behavioral Science Research—0
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization—0
Unraveling the Impact of Visual Complexity on Search as LearningCode0
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study—0
Quantum-inspired Embeddings Projection and Similarity Metrics for Representation LearningCode0
Multilingual Open QA on the MIA Shared Task—0
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation—0
(De)-Indexing and the Right to be Forgotten—0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT—0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value IdentificationCode0
Towards Reliable Testing for Multiple Information Retrieval System ComparisonsCode0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM—0
GenTREC: The First Test Collection Generated by Large Language Models for Evaluating Information Retrieval Systems—0
Improving Robustness Estimates in Natural Language Explainable AI though Synonymity Weighted Similarity Measures—0
A3: Android Agent Arena for Mobile GUI Agents—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