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 26012650 of 4740 papers

TitleStatusHype
Using Rank Aggregation for Expert Search in Academic Digital Libraries0
Using Related Languages to Enhance Statistical Language Models0
Using Score Distributions to Compare Statistical Significance Tests for Information Retrieval Evaluation0
Using Search-Logs to Improve Query Tagging0
Using Semantics for Granularities of Tokenization0
Using Structured Events to Predict Stock Price Movement: An Empirical Investigation0
Using TEI for textbook research0
Using Term Position Similarity and Language Modeling for Bilingual Document Alignment0
Using the Argumentative Structure of Scientific Literature to Improve Information Access0
Using the Hammer Only on Nails: A Hybrid Method for Evidence Retrieval for Question Answering0
Using the Web as an Implicit Training Set: Application to Noun Compound Syntax and Semantics0
Using Transliteration of Proper Names from Arabic to Latin Script to Improve English-Arabic Word Alignment0
Using Weak Supervision and Data Augmentation in Question Answering0
UsingWord Embeddings for Query Translation for Hindi to English Cross Language Information Retrieval0
Using WordNet and Semantic Similarity for Bilingual Terminology Mining from Comparable Corpora0
Using Zero-Resource Spoken Term Discovery for Ranked Retrieval0
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task0
UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports0
UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation0
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 Challenges0
Utilizing constituent structure for compound analysis0
Utilizing Embeddings for Ad-hoc Retrieval by Document-to-document Similarity0
Utilizing Large Language Models for Information Extraction from Real Estate Transactions0
Utilizing Wordnets for Cognate Detection among Indian Languages0
UWN: A Large Multilingual Lexical Knowledge Base0
Uzbek text summarization based on TF-IDF0
Validating LLM-Generated Relevance Labels for Educational Resource Search0
Vanilla Classifiers for Distinguishing between Similar Languages0
VarClass: An Open-source Language Identification Tool for Language Varieties0
Variable-Length Codes Independent or Closed with respect to Edit Relations0
Variable Typing: Assigning Meaning to Variables in Mathematical Text0
Variational Autoencoder with CCA for Audio-Visual Cross-Modal Retrieval0
Variation Autoencoder Based Network Representation Learning for Classification0
Variations on quantitative comparability measures and their evaluations on synthetic French-English comparable corpora0
VCU at Semeval-2016 Task 14: Evaluating definitional-based similarity measure for semantic taxonomy enrichment0
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
Vector Representations of Idioms in Conversational Systems0
Vector representations of text data in deep learning0
Vectors or Graphs? On Differences of Representations for Distributional Semantic Models0
(Vector) Space is Not the Final Frontier: Product Search as Program Synthesis0
Vector space semantics with frequency-driven motifs0
VERA: Validation and Enhancement for Retrieval Augmented systems0
Veri-Car: Towards Open-world Vehicle Information Retrieval0
Vernacular Search Query Translation with Unsupervised Domain Adaptation0
Vertex-Context Sampling for Weighted Network Embedding0
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks0
Video Captioning with Multi-Faceted Attention0
Video Question Answering via Attribute-Augmented Attention Network Learning0
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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