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 3401–3450 of 4740 papers

TitleStatusHype
User Profiling Trends, Techniques and Applications—0
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box—0
Using a Cross-Language Information Retrieval System based on OHSUMED to Evaluate the Moses and KantanMT Statistical Machine Translation Systems—0
Making Cross-Domain Recommendations by Associating Disjoint Users and Items Through the Affective Aware Pseudo Association Method—0
Using Arabic Wordnet for semantic indexation in information retrieval system—0
Using a Random Forest Classifier to Compile Bilingual Dictionaries of Technical Terms from Comparable Corpora—0
Using a Random Forest Classifier to recognise translations of biomedical terms across languages—0
Using Argumentative Zones for Extractive Summarization of Scientific Articles—0
Using a Weighted Semantic Network for Lexical Semantic Relatedness—0
Using Distributional Similarity of Multi-way Translations to Predict Multiword Expression Compositionality—0
Using Entropy Estimates for DAG-Based Ontologies—0
Using Generic Summarization to Improve Music Information Retrieval Tasks—0
Using Linear Classifiers for the Automatic Triage of Posts in the 2016 CLPsych Shared Task—0
Using Parallel Corpora for Word Sense Disambiguation—0
Using paraphrases for improving first story detection in news and Twitter—0
Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions—0
Using Rank Aggregation for Expert Search in Academic Digital Libraries—0
Using Related Languages to Enhance Statistical Language Models—0
Using Score Distributions to Compare Statistical Significance Tests for Information Retrieval Evaluation—0
Using Search-Logs to Improve Query Tagging—0
Using Semantics for Granularities of Tokenization—0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation—0
Using TEI for textbook research—0
Using Term Position Similarity and Language Modeling for Bilingual Document Alignment—0
Using the Argumentative Structure of Scientific Literature to Improve Information Access—0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering—0
Using the Web as an Implicit Training Set: Application to Noun Compound Syntax and Semantics—0
Using Transliteration of Proper Names from Arabic to Latin Script to Improve English-Arabic Word Alignment—0
Using Weak Supervision and Data Augmentation in Question Answering—0
UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval—0
Using WordNet and Semantic Similarity for Bilingual Terminology Mining from Comparable Corpora—0
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval—0
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task—0
UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports—0
UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation—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
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges—0
Utilizing constituent structure for compound analysis—0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity—0
Utilizing Large Language Models for Information Extraction from Real Estate Transactions—0
Utilizing Wordnets for Cognate Detection among Indian Languages—0
UWN: A Large Multilingual Lexical Knowledge Base—0
Uzbek text summarization based on TF-IDF—0
Validating LLM-Generated Relevance Labels for Educational Resource Search—0
Vanilla Classifiers for Distinguishing between Similar Languages—0
VarClass: An Open-source Language Identification Tool for Language Varieties—0
Variable-Length Codes Independent or Closed with respect to Edit Relations—0
Variable Typing: Assigning Meaning to Variables in Mathematical Text—0
Variational Autoencoder with CCA for Audio-Visual Cross-Modal Retrieval—0
Variation Autoencoder Based Network Representation Learning for Classification—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