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 951–1000 of 4740 papers

TitleStatusHype
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
The Effectiveness of Graph Contrastive Learning on Mathematical Information RetrievalCode0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods—0
Towards Trustworthy Reranking: A Simple yet Effective Abstention MechanismCode0
Unlocking Insights: Semantic Search in Jupyter Notebooks—0
Benchmarking Retrieval-Augmented Generation for MedicineCode4
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge—0
FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation—0
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges—0
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges—0
Construction of a Syntactic Analysis Map for Yi Shui School through Text Mining and Natural Language Processing Research—0
LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using UncertaintyCode0
Trading off Consistency and Dimensionality of Convex Surrogates for the Mode—0
MuChin: A Chinese Colloquial Description Benchmark for Evaluating Language Models in the Field of MusicCode1
DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning—0
User Modeling and User Profiling: A Comprehensive Survey—0
Interactive singing melody extraction based on active adaptation—0
Retrieval Augmented Thought Process for Private Data Handling in Healthcare—0
Had enough of experts? Quantitative knowledge retrieval from large language models—0
Verif.ai: Towards an Open-Source Scientific Generative Question-Answering System with Referenced and Verifiable AnswersCode2
Task Supportive and Personalized Human-Large Language Model Interaction: A User Study—0
The Quantified Boolean Bayesian Network: Theory and Experiments with a Logical Graphical ModelCode1
ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMsCode1
Large Language Model Augmented Exercise Retrieval for Personalized Language Learning—0
Navigating the Knowledge Sea: Planet-scale answer retrieval using LLMs—0
Learning Fair Ranking Policies via Differentiable Optimization of Ordered Weighted Averages—0
Multimodal Query Suggestion with Multi-Agent Reinforcement Learning from Human Feedback—0
Financial Report Chunking for Effective Retrieval Augmented GenerationCode0
MQuinE: a cure for "Z-paradox" in knowledge graph embedding models—0
Domain Adaptation of Multilingual Semantic Search - Literature Review—0
Comparing Knowledge Sources for Open-Domain Scientific Claim Verification—0
List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented GenerationCode0
Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials—0
Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern RetrievalCode1
Clarifying the Path to User Satisfaction: An Investigation into Clarification UsefulnessCode0
CoLe and LYS at BioASQ MESINESP8 Task: similarity based descriptor assignment in Spanish—0
PICS: Pipeline for Image Captioning and Search—0
Multiclass Learning from Noisy Labels for Non-decomposable Performance MeasuresCode0
Cumulative Distribution Function based General Temporal Point Processes—0
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments—0
GUMsley: Evaluating Entity Salience in Summarization for 12 English Genres—0
Fréchet Distance for Offline Evaluation of Information Retrieval Systems with Sparse Labels—0
Global-Liar: Factuality of LLMs over Time and Geographic Regions—0
When Large Language Models Meet Vector Databases: A SurveyCode3
History-Aware Conversational Dense RetrievalCode1
LLM4Vuln: A Unified Evaluation Framework for Decoupling and Enhancing LLMs' Vulnerability Reasoning—0
Music Auto-Tagging with Robust Music Representation Learned via Domain Adversarial Training—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