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 1251–1300 of 4740 papers

TitleStatusHype
High Recall, Small Data: The Challenges of Within-System Evaluation in a Live Legal Search System—0
Cognitively Biased Users Interacting with Algorithmically Biased Results in Whole-Session Search on Debated Topics—0
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsCode0
Search and Society: Reimagining Information Access for Radical Futures—0
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models—0
GOLF: Goal-Oriented Long-term liFe tasks supported by human-AI collaboration—0
Enhanced Facet Generation with LLM Editing—0
RankingSHAP -- Listwise Feature Attribution Explanations for Ranking ModelsCode0
Preventing Catastrophic Forgetting through Memory Networks in Continuous DetectionCode0
Recourse for reclamation: Chatting with generative language models—0
DESIRE-ME: Domain-Enhanced Supervised Information REtrieval using Mixture-of-ExpertsCode0
CoCoST: Automatic Complex Code Generation with Online Searching and Correctness Testing—0
Whose Side Are You On? Investigating the Political Stance of Large Language ModelsCode0
USimAgent: Large Language Models for Simulating Search UsersCode0
Logical Discrete Graphical Models Must Supplement Large Language Models for Information Synthesis—0
Online and Offline Evaluation in Search Clarification—0
Seed-based information retrieval in networks of research publications: Evaluation of direct citations, bibliographic coupling, co-citations and PubMed related article score—0
Foundation Models and Information Retrieval in Digital Pathology—0
Towards Robustness Analysis of E-Commerce Ranking System—0
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answeringCode0
Unsupervised Multilingual Dense Retrieval via Generative Pseudo LabelingCode0
Learning to Ask Critical Questions for Assisting Product Search—0
KeNet:Knowledge-enhanced Doc-Label Attention Network for Multi-label text classification—0
Evaluating the Explainability of Neural Rankers—0
Tri-Modal Motion Retrieval by Learning a Joint Embedding Space—0
Negative Sampling in Knowledge Graph Representation Learning: A Review—0
Survey in Characterization of Semantic Change—0
A Categorization of Complexity Classes for Information Retrieval and Synthesis Using Natural Logic—0
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents—0
JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering CapabilityCode0
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval—0
Where Do We Go from Here? Multi-scale Allocentric Relational Inference from Natural Spatial DescriptionsCode0
IR2: Information Regularization for Information RetrievalCode0
Universal Model in Online Customer Service—0
Inference for Regression with Variables Generated by AI or Machine Learning—0
From Keywords to Structured Summaries: Streamlining Scholarly Information Access—0
Assessing generalization capability of text ranking models in Polish—0
Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical ReasoningCode0
BIRCO: A Benchmark of Information Retrieval Tasks with Complex ObjectivesCode0
Leveraging Translation For Optimal Recall: Tailoring LLM Personalization With User Profiles—0
The Effectiveness of Graph Contrastive Learning on Mathematical Information RetrievalCode0
PIRB: A Comprehensive Benchmark of Polish Dense and Hybrid Text Retrieval Methods—0
Unlocking Insights: Semantic Search in Jupyter Notebooks—0
Towards Trustworthy Reranking: A Simple yet Effective Abstention MechanismCode0
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
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
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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