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 326–350 of 4740 papers

TitleStatusHype
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
Remining Hard Negatives for Generative Pseudo Labeled Domain Adaptation—0
Interpretability Analysis of Domain Adapted Dense Retrievers—0
On Correlating Factors for Domain Adaptation Performance—0
RAMQA: A Unified Framework for Retrieval-Augmented Multi-Modal Question AnsweringCode0
Continuous signal sparse encoding using analog neuromorphic variability—0
Exploring GPT's Ability as a Judge in Music UnderstandingCode0
Optimizing Leaky Private Information Retrieval Codes to Achieve O( K) Leakage Ratio Exponent—0
TFLOP: Table Structure Recognition Framework with Layout Pointer MechanismCode1
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
MechIR: A Mechanistic Interpretability Framework for Information RetrievalCode1
CyberMentor: AI Powered Learning Tool Platform to Address Diverse Student Needs in Cybersecurity EducationCode0
InfoHier: Hierarchical Information Extraction via Encoding and Embedding—0
Large Language Models: New Opportunities for Access to Science—0
A Proposed Large Language Model-Based Smart Search for Archive System—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
kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors SearchCode1
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
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR EnsemblesCode0
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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