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 4576–4600 of 4740 papers

TitleStatusHype
Towards Automatic Construction of Knowledge Bases from Chinese Online Resources—0
UWN: A Large Multilingual Lexical Knowledge Base—0
Lemmatisation as a Tagging Task—0
Labeling Documents with Timestamps: Learning from their Time Expressions—0
Using Search-Logs to Improve Query Tagging—0
Improving Word Representations via Global Context and Multiple Word Prototypes—0
Word Sense Disambiguation Improves Information Retrieval—0
Humor as Circuits in Semantic Networks—0
Finding Salient Dates for Building Thematic Timelines—0
Exploiting Multiple Treebanks for Parsing with Quasi-synchronous Grammars—0
Movie-DiC: a Movie Dialogue Corpus for Research and Development—0
Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information—0
String Re-writing Kernel—0
Learning to Temporally Order Medical Events in Clinical Text—0
Learning to Find Translations and Transliterations on the Web—0
Text-level Discourse Parsing with Rich Linguistic Features—0
Cross-Domain Co-Extraction of Sentiment and Topic Lexicons—0
Pattern Learning for Relation Extraction with a Hierarchical Topic Model—0
Historical Analysis of Legal Opinions with a Sparse Mixed-Effects Latent Variable Model—0
Improve SMT Quality with Automatically Extracted Paraphrase Rules—0
Traduction automatique \`a partir de corpus comparables: extraction de phrases parall\`eles \`a partir de donn\'ees comparables multimodales (Automatic Translation from Comparable corpora : extracting parallel sentences from multimodal comparable corpora) [in French]—0
Utilisation de la translitt\'eration arabe pour l'am\'elioration de l'alignement de mots \`a partir de corpus parall\`eles fran -arabe (Using Arabic Transliteration to Improve Word Alignment from French-Arabic Parallel Corpora) [in French]—0
Automates lexico-phon\'etiques pour l'indexation et la recherche de segments de parole (Lexical-phonetic automata for spoken utterance indexing and retrieval) [in French]—0
Une Approche de Recherche d'Information Structur\'ee fond\'ee sur la Correction d'Erreurs \`a l'Indexation des Documents (Structured Information Retrieval Approach based on Indexing Time Error Correction) [in French]—0
Vectorisation, Okapi et calcul de similarit\'e pour le TAL : pour oublier enfin le TF-IDF (Vectorization, Okapi and Computing Similarity for NLP : Say Goodbye to TF-IDF) [in French]—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