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

Showing 37013725 of 4740 papers

TitleStatusHype
Operational Assessment of Keyword Search on Oral History0
Measuring Lexical Quality of a Historical Finnish Newspaper Collection ― Analysis of Garbled OCR Data with Basic Language Technology Tools and Means0
Information structure in the Potsdam Commentary Corpus: Topics0
Giving Lexical Resources a Second Life: D\'emonette, a Multi-sourced Morpho-semantic Network for French0
Semi-automatic Parsing for Web Knowledge Extraction through Semantic Annotation0
Extracting Weighted Language Lexicons from Wikipedia0
Building Evaluation Datasets for Consumer-Oriented Information Retrieval0
Improving Bilingual Terminology Extraction from Comparable Corpora via Multiple Word-Space Models0
A Finite-State Morphological Analyser for Sindhi0
Developing a Dataset for Evaluating Approaches for Document Expansion with Images0
Using a Cross-Language Information Retrieval System based on OHSUMED to Evaluate the Moses and KantanMT Statistical Machine Translation Systems0
Evaluating Translation Quality and CLIR Performance of Query Sessions0
RankDCG: Rank-Ordering Evaluation Measure0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus0
Complementarity, F-score, and NLP Evaluation0
Evaluation Set for Slovak News Information Retrieval0
SlangNet: A WordNet like resource for English Slang0
Efficient Optimization for Rank-based Loss Functions0
Context Sensitive Article Ranking with Citation Context Analysis0
Local Binary Pattern for Word Spotting in Handwritten Historical Document0
Question Answering via Integer Programming over Semi-Structured Knowledge0
Document Retrieval using Predication Similarity0
Method of Tibetan Person Knowledge Extraction0
Intelligent information extraction based on artificial neural network0
Entity Type Recognition using an Ensemble of Distributional Semantic Models to Enhance Query Understanding0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63Unverified
3BM25Recall@10051.33Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58Unverified
2ConAE-256Time (ms)0.33Unverified
3ConAE-128Time (ms)0.32Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16Unverified
2TSDAEmAP@1000.15Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56Unverified
2hpictallinfNDCG0.55Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25Unverified