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 3851–3900 of 4740 papers

TitleStatusHype
Counting What Counts: Decompounding for Keyphrase Extraction—0
A Computationally Efficient Algorithm for Learning Topical Collocation Models—0
Reducing Over-generation Errors for Automatic Keyphrase Extraction using Integer Linear Programming—0
Boosting English-Chinese Machine Transliteration via High Quality Alignment and Multilingual Resources—0
MSTParser Model Interpolation for Multi-Source Delexicalized Transfer—0
Bootstrapping a hybrid deep MT system—0
Content Models for Survey Generation: A Factoid-Based Evaluation—0
Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations—0
Report of NEWS 2015 Machine Transliteration Shared Task—0
Keywords, phrases, clauses and sentences: topicality, indicativeness and informativeness at scales—0
KLcpos3 - a Language Similarity Measure for Delexicalized Parser Transfer—0
Knowledge Portability with Semantic Expansion of Ontology Labels—0
A Refined End-to-End Discourse Parser—0
Chinese in the Grammatical Framework: Grammar, Translation, and Other Applications Anonymous—0
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles—0
Leveraging Linguistic Structure For Open Domain Information Extraction—0
Overview of Topic-based Chinese Message Polarity Classification in SIGHAN 2015—0
Trans-dimensional Random Fields for Language Modeling—0
Linguistic Linked Data in Chinese: The Case of Chinese Wordnet—0
Lexical Characteristics Analysis of Chinese Clinical Documents—0
Introduction to a Proofreading Tool for Chinese Spelling Check Task of SIGHAN-8—0
Temporal Information Extraction from Korean Texts—0
NCU IISR English-Korean and English-Chinese Named Entity Transliteration Using Different Grapheme Segmentation Approaches—0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets—0
TECHLIMED@QALB-Shared Task 2015: a hybrid Arabic Error Correction System—0
AUT Document Alignment Framework for BUCC Workshop Shared Task—0
The Fixed-Size Ordinally-Forgetting Encoding Method for Neural Network Language Models—0
On metric embedding for boosting semantic similarity computations—0
A Neural Network Approach to Context-Sensitive Generation of Conversational Responses—0
HuTO: an Human Time Ontology for Semantic Web Applications—0
Learning Contextualized Semantics from Co-occurring Terms via a Siamese Architecture—0
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw Texts—0
MITRE: Seven Systems for Semantic Similarity in Tweets—0
FBK-HLT: An Effective System for Paraphrase Identification and Semantic Similarity in Twitter—0
Word Sense Disambiguation via PropStore and OntoNotes for Event Mention Detection—0
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition—0
SemEval-2015 Task 1: Paraphrase and Semantic Similarity in Twitter (PIT)—0
Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent—0
Neural context embeddings for automatic discovery of word senses—0
FCICU: The Integration between Sense-Based Kernel and Surface-Based Methods to Measure Semantic Textual Similarity—0
The Impact of Multiword Expression Compositionality on Machine Translation Evaluation—0
Narrowing the Loop: Integration of Resources and Linguistic Dataset Development with Interactive Machine Learning—0
SHELLFBK: An Information Retrieval-based System For Multi-Domain Sentiment Analysis—0
Question Answering System using Multiple Information Source and Open Type Answer Merge—0
Samsung: Align-and-Differentiate Approach to Semantic Textual Similarity—0
Building a Lexicon of Formulaic Language for Language Learners—0
Extending NegEx with Kernel Methods for Negation Detection in Clinical Text—0
An Open-source Framework for Multi-level Semantic Similarity Measurement—0
TKLBLIIR: Detecting Twitter Paraphrases with TweetingJay—0
LIST-LUX: Disorder Identification from Clinical Texts—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