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 3801–3850 of 4740 papers

TitleStatusHype
E-law Module Supporting Lawyers in the Process of Knowledge Discovery from Legal Documents—0
Experiments on Active Learning for Croatian Word Sense Disambiguation—0
ListNet-based MT Rescoring—0
Multilingual Summarization with Polytope Model—0
Identifying Key Concepts from EHR Notes Using Domain Adaptation—0
Online Sentence Novelty Scoring for Topical Document Streams—0
Recognizing Textual Entailment Using Probabilistic Inference—0
Extracting Relations between Non-Standard Entities using Distant Supervision and Imitation Learning—0
Translation Invariant Word Embeddings—0
A Baseline Temporal Tagger for all LanguagesCode0
Key Concept Identification for Medical Information Retrieval—0
Evaluation methods for unsupervised word embeddings—0
Co-Training for Topic Classification of Scholarly Data—0
Estimation of Discourse Segmentation Labels from Crowd Data—0
LDTM: A Latent Document Type Model for Cumulative Citation Recommendation—0
Personalized Machine Translation: Predicting Translational Preferences—0
Visual Bilingual Lexicon Induction with Transferred ConvNet Features—0
A Graph-based Readability Assessment Method using Word Coupling—0
Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining—0
Learning Timeline Difference for Text Categorization—0
A Deep Bag-of-Features Model for Music Auto-TaggingCode0
Proposal for the creation of a research facility for the development of the SP machine—0
Reasoning in complex environments with the SelectScript declarative languageCode0
Enabling Complex Wikipedia Queries - Technical Report—0
Web Search Result Clustering based on Heuristic Search and k-means—0
Perceptron like Algorithms for Online Learning to Rank—0
Catena Operations for Unified Dependency Analysis—0
Zero Alignment of Verb Arguments in a Parallel Treebank—0
Non-Compositional Term Dependence for Information Retrieval—0
Entropy and Graph Based Modelling of Document Coherence using Discourse Entities: An Application—0
The Tangent Search Engine: Improved Similarity Metrics and Scalability for Math Formula Search—0
On the Application of Link Analysis Algorithms for Ranking Bipartite Graphs—0
A new hybrid stemming algorithm for Persian—0
Data Mining of Causal Relations from Text: Analysing Maritime Accident Investigation Reports—0
Overview of Topic-based Chinese Message Polarity Classification in SIGHAN 2015—0
Bootstrapping a hybrid deep MT system—0
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources—0
TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System—0
Report of NEWS 2015 Machine Transliteration Shared Task—0
NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches—0
Integrating Query Performance Prediction in Term Scoring for Diachronic Thesaurus—0
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming—0
Augmented Comparative Corpora and Monitoring Corpus in Chinese: LIVAC and Sketch Search Engine Compared—0
Keywords, phrases, clauses and sentences: topicality, indicativeness and informativeness at scales—0
Chinese in the Grammatical Framework: Grammar, Translation, and Other Applications Anonymous—0
AUT Document Alignment Framework for BUCC Workshop Shared Task—0
Linguistic Linked Data in Chinese: The Case of Chinese Wordnet—0
Introduction to a Proofreading Tool for Chinese Spelling Check Task of SIGHAN-8—0
Lexical Characteristics Analysis of Chinese Clinical Documents—0
Counting What Counts: Decompounding for Keyphrase Extraction—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