SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Showing 46514700 of 4740 papers

TitleStatusHype
MultiUN v2: UN Documents with Multilingual Alignments0
Two Database Resources for Processing Social Media English Text0
Affective Common Sense Knowledge Acquisition for Sentiment Analysis0
PEXACC: A Parallel Sentence Mining Algorithm from Comparable Corpora0
Adaptive Speech Understanding for Intuitive Model-based Spoken Dialogues0
From medical language processing to BioNLP domain0
Customizable SCF Acquisition in Italian0
Is it Useful to Support Users with Lexical Resources? A User Study.0
A Resource-light Approach to Phrase Extraction for English and German Documents from the Patent Domain and User Generated Content0
Associative and Semantic Features Extracted From Web-Harvested Corpora0
Cross-lingual studies of ASR errors: paradigms for perceptual evaluations0
Development of a Web-Scale Chinese Word N-gram Corpus with Parts of Speech Information0
WebAnnotator, an Annotation Tool for Web Pages0
A light way to collect comparable corpora from the Web0
Suffix Trees as Language Models0
GerNED: A German Corpus for Named Entity Disambiguation0
Textual Characteristics for Language Engineering0
A Cross-Lingual Dictionary for English Wikipedia Concepts0
An Empirical Study of the Occurrence and Co-Occurrence of Named Entities in Natural Language Corpora0
Correlation between Similarity Measures for Inter-Language Linked Wikipedia Articles0
First Steps towards the Semi-automatic Development of a Wordformation-based Lexicon of Latin0
Acquisition of Syntactic Simplification Rules for French0
A corpus of general and specific sentences from news0
Efficient Dependency Graph Matching with the IMS Open Corpus Workbench0
The Impact of Automatic Morphological Analysis \& Disambiguation on Dependency Parsing of Turkish0
A Survey of Text Mining Architectures and the UIMA Standard0
QurAna: Corpus of the Quran annotated with Pronominal Anaphora0
QurSim: A corpus for evaluation of relatedness in short texts0
Lemmatising Serbian as Category Tagging with Bidirectional Sequence Classification0
EVALIEX --- A Proposal for an Extended Evaluation Methodology for Information Extraction Systems0
TIMEN: An Open Temporal Expression Normalisation ResourceCode0
Biomedical Chinese-English CLIR Using an Extended CMeSH Resource to Expand Queries0
A tool for enhanced search of multilingual digital libraries of e-journals0
Chinese Characters Mapping Table of Japanese, Traditional Chinese and Simplified Chinese0
Rembrandt - a named-entity recognition framework0
Evolution of Event Designation in Media: Preliminary Study0
Similarity Ranking as Attribute for Machine Learning Approach to Authorship Identification0
HunOr: A Hungarian---Russian Parallel Corpus0
Expertise Mining for Enterprise Content Management0
Mapping WordNet synsets to Wikipedia articles0
Introducing the Swedish Kelly-list, a new lexical e-resource for Swedish0
Building and Exploring Semantic Equivalences Resources0
Adding Morpho-semantic Relations to the Romanian Wordnet0
P\'agico: Evaluating Wikipedia-based information retrieval in Portuguese0
Ontoterminology: How to unify terminology and ontology into a single paradigm0
A Rough Set Formalization of Quantitative Evaluation with Ambiguity0
Dbnary: Wiktionary as a LMF based Multilingual RDF network0
Linguistically-Adapted Structural Query Annotation for Digital Libraries in the Social Sciences0
Methods Combination and ML-based Re-ranking of Multiple Hypothesis for Question-Answering Systems0
The Role of Emotional Stability in Twitter Conversations0
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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