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 901–950 of 4740 papers

TitleStatusHype
Prompt Engineering Using GPT for Word-Level Code-Mixed Language Identification in Low-Resource Dravidian Languages—0
MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs—0
Extracting Unlearned Information from LLMs with Activation Steering—0
LLM4PR: Improving Post-Ranking in Search Engine with Large Language Models—0
Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems—0
Improving Musical Instrument Classification with Advanced Machine Learning TechniquesCode0
Enhancing Question Answering Precision with Optimized Vector Retrieval and Instructions—0
A graph-based approach to extracting narrative signals from public discourseCode0
Synthetic Data Generation with Large Language Models for Personalized Community Question AnsweringCode0
Resilience in Knowledge Graph Embeddings—0
SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval—0
Efficient and Effective Retrieval of Dense-Sparse Hybrid Vectors using Graph-based Approximate Nearest Neighbor Search—0
Deep Learning Based Dense Retrieval: A Comparative Study—0
R^3AG: First Workshop on Refined and Reliable Retrieval Augmented Generation—0
WindTunnel -- A Framework for Community Aware Sampling of Large Corpora—0
Quam: Adaptive Retrieval through Query Affinity ModellingCode0
AutoMIR: Effective Zero-Shot Medical Information Retrieval without Relevance LabelsCode0
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)Code0
ChunkRAG: Novel LLM-Chunk Filtering Method for RAG Systems—0
Two are better than one: Context window extension with multi-grained self-injectionCode0
Understanding Ranking LLMs: A Mechanistic Analysis for Information Retrieval—0
Link, Synthesize, Retrieve: Universal Document Linking for Zero-Shot Information RetrievalCode0
An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A PlatformsCode0
Bridging Search and Recommendation in Generative Retrieval: Does One Task Help the Other?—0
Leveraging Retrieval-Augmented Generation for Culturally Inclusive Hakka Chatbots: Design Insights and User Perceptions—0
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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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