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 3226–3250 of 4740 papers

TitleStatusHype
LLM-Driven Usefulness Labeling for IR Evaluation—0
LLM Evaluation Based on Aerospace Manufacturing Expertise: Automated Generation and Multi-Model Question Answering—0
LLM-Evaluation Tropes: Perspectives on the Validity of LLM-Evaluations—0
LLMs Can Patch Up Missing Relevance Judgments in Evaluation—0
LLMs in HCI Data Work: Bridging the Gap Between Information Retrieval and Responsible Research Practices—0
LMSim : Computing Domain-specific Semantic Word Similarities Using a Language Modeling Approach—0
Local and Global Context for Supervised and Unsupervised Metonymy Resolution—0
Local Binary Pattern for Word Spotting in Handwritten Historical Document—0
Location reference recognition from texts: A survey and comparison—0
LocLinkVis: A Geographic Information Retrieval-Based System for Large-Scale Exploratory Search—0
Logical Discrete Graphical Models Must Supplement Large Language Models for Information Synthesis—0
Long Context Modeling with Ranked Memory-Augmented Retrieval—0
LongEval at CLEF 2025: Longitudinal Evaluation of IR Model Performance—0
LongEval-Retrieval: French-English Dynamic Test Collection for Continuous Web Search Evaluation—0
LongSkywork: A Training Recipe for Efficiently Extending Context Length in Large Language Models—0
Looking for Hyponyms in Vector Space—0
Lost in Transliteration: Bridging the Script Gap in Neural IR—0
Low-Precision Quantization for Efficient Nearest Neighbor Search—0
Low Resource Methods for Medieval Document Sections Analysis—0
Low-Resource Semantic Role Labeling—0
Low-Resource Transliteration for Roman-Urdu and Urdu Using Transformer-Based Models—0
LPar -- A Distributed Multi Agent platform for building Polyglot, Omni Channel and Industrial grade Natural Language Interfaces—0
LRG at TREC 2020: Document Ranking with XLNet-Based Models—0
LSTM-Based Predictions for Proactive Information Retrieval—0
Lukthung Classification Using Neural Networks on Lyrics and Audios—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