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 4501–4550 of 4740 papers

TitleStatusHype
The Compreno Semantic Model as Integral Framework for Multilingual Lexical Database—0
Constructing Chinese Abbreviation Dictionary: A Stacked Approach—0
An Issue-oriented Syllabus Retrieval System using Terminology-based Syllabus Structuring and Visualization—0
A Joint Chinese Named Entity Recognition and Disambiguation System—0
Unsupervised and Semi-Supervised Morphological Analysis for Information Retrieval in the Biomedical Domain—0
Approximate Sentence Retrieval for Scalable and Efficient Example-Based Machine Translation—0
GenDeR: A Generic Diversified Ranking Algorithm—0
Harvesting Parallel Text in Multiple Languages with Limited Supervision—0
SIR-NERD: A Chinese Named Entity Recognition and Disambiguation System using a Two-Stage Method—0
Multimodal Learning with Deep Boltzmann Machines—0
Leveraging Statistical Transliteration for Dictionary-Based English-Bengali CLIR of OCR`d Text—0
A Separately Passive-Aggressive Training Algorithm for Joint POS Tagging and Dependency Parsing—0
The Use of Dependency Relation Graph to Enhance the Term Weighting in Question Retrieval—0
Towards a Generic and Flexible Citation Classifier Based on a Faceted Classification Scheme—0
Cross-Lingual Topical Relevance Models—0
Human memory search as a random walk in a semantic network—0
TQDL: Integrated Models for Cross-Language Document Retrieval—0
Semantic Judgement of Medical Concepts: Combining Syntagmatic and Paradigmatic Information with the Tensor Encoding Model—0
Micro blogs Oriented Word Segmentation System—0
Collective Search for Concept Disambiguation—0
In Your Eyes: Identifying Clich\'es in Song Lyrics—0
An Adaptive Method for Organization Name Disambiguation with Feature Reinforcing—0
Answering Questions Requiring Cross-passage Evidence—0
Indonesian Dependency Treebank: Annotation and Parsing—0
Predicting Answer Location Using Shallow Semantic Analogical Reasoning in a Factoid Question Answering System—0
Detecting multiword phrases in mathematical text corporaCode0
Efficient Regularized Least-Squares Algorithms for Conditional Ranking on Relational Data—0
Stemmer for Serbian languageCode0
A Possibilistic Approach for Automatic Word Sense Disambiguation—0
A Light Weight Stemmer in Kokborok—0
An Improvement in Cross-Language Document Retrieval Based on Statistical Models—0
Evaluation of some Information Retrieval models for Gujarati Ad hoc Monolingual Tasks—0
Adaptive Graph via Multiple Kernel Learning for Nonnegative Matrix Factorization—0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
UWN: A Large Multilingual Lexical Knowledge Base—0
Semantic Compositionality through Recursive Matrix-Vector Spaces—0
Grounded Models of Semantic Representation—0
Linking Named Entities to Any Database—0
Towards Building a Multilingual Semantic Network: Identifying Interlingual Links in Wikipedia—0
Towards Automatic Construction of Knowledge Bases from Chinese Online Resources—0
Finding Salient Dates for Building Thematic Timelines—0
Regularized Interlingual Projections: Evaluation on Multilingual Transliteration—0
Improving Sentence Completion in Dialogues with Multi-Modal Features—0
University\_Of\_Sheffield: Two Approaches to Semantic Text Similarity—0
AlvisAE: a collaborative Web text annotation editor for knowledge acquisition—0
Automatically generated NE tagged corpora for English and Hungarian—0
Soft Cardinality + ML: Learning Adaptive Similarity Functions for Cross-lingual Textual Entailment—0
UAlacant: Using Online Machine Translation for Cross-Lingual Textual Entailment—0
UABCoRAL: A Preliminary study for Resolving the Scope of Negation—0
Bilingual Lexicon Extraction from Comparable Corpora Using Label Propagation—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