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 926–950 of 4740 papers

TitleStatusHype
Systematic Exploration of Dialogue Summarization Approaches for Reproducibility, Comparative Assessment, and Methodological Innovations for Advancing Natural Language Processing in Abstractive Summarization—0
A Survey of Conversational Search—0
SwaQuAD-24: QA Benchmark Dataset in Swahili—0
SPFresh: Incremental In-Place Update for Billion-Scale Vector Search—0
Backdoored Retrievers for Prompt Injection Attacks on Retrieval Augmented Generation of Large Language Models—0
Fast proxy centers for Jeffreys centroids: The Jeffreys-Fisher-Rao and the inductive Gauss-Bregman centers—0
MCSFF: Multi-modal Consistency and Specificity Fusion Framework for Entity Alignment—0
Enhancing Retrieval Performance: An Ensemble Approach For Hard Negative Mining—0
Pessimistic Evaluation—0
Private Counterfactual Retrieval—0
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3—0
Retrieval-Enhanced Named Entity Recognition—0
QUIDS: Query Intent Generation via Dual Space Modeling—0
On the Role of Activation Functions in EEG-To-Text Decoder—0
Towards Computational Analysis of Pansori Singing—0
Exploiting LLMs' Reasoning Capability to Infer Implicit Concepts in Legal Information Retrieval—0
Layer-of-Thoughts Prompting (LoT): Leveraging LLM-Based Retrieval with Constraint Hierarchies—0
A Cross-Lingual Statutory Article Retrieval Dataset for Taiwan Legal StudiesCode0
SplitLLM: Collaborative Inference of LLMs for Model Placement and Throughput Optimization—0
State of NLP in Kenya: A Survey—0
Agentic Information Retrieval—0
Music Genre Classification using Large Language ModelsCode0
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA—0
An Overview of zbMATH Open Digital Library—0
Performance Evaluation in Multimedia Retrieval—0
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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