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 3651–3700 of 4740 papers

TitleStatusHype
Unsupervised Modeling of Topical Relevance in L2 Learner Text—0
University of Houston at CL-SciSumm 2016: SVMs with tree kernels and Sentence Similarity—0
I2RNTU at SemEval-2016 Task 4: Classifier Fusion for Polarity Classification in Twitter—0
RDI\_Team at SemEval-2016 Task 3: RDI Unsupervised Framework for Text Ranking—0
Amrita\_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension—0
How do Practitioners, PhD Students and Postdocs in the Social Sciences Assess Topic-specific Recommendations?—0
Triaging Mental Health Forum Posts—0
Trainable Citation-enhanced Summarization of Scientific Articles—0
Recognizing Reference Spans and Classifying their Discourse Facets—0
Towards Unsupervised and Language-independent Compound Splitting using Inflectional Morphological Transformations—0
Overview of the CL-SciSumm 2016 Shared Task—0
GUIR at SemEval-2016 task 12: Temporal Information Processing for Clinical Narratives—0
Combining syntactic patterns and Wikipedia's hierarchy of hyperlinks to extract meronym relations—0
Linguistically Aware Information Retrieval: Providing Input Enrichment for Second Language Learners—0
Linguistic Template Extraction for Recognizing Reader-Emotion—0
LIPN-IIMAS at SemEval-2016 Task 1: Random Forest Regression Experiments on Align-and-Differentiate and Word Embeddings penalizing strategies—0
CIST System for CL-SciSumm 2016 Shared Task—0
Making Sense of Massive Amounts of Scientific Publications: the Scientific Knowledge Miner Project—0
MayoNLP at SemEval-2016 Task 1: Semantic Textual Similarity based on Lexical Semantic Net and Deep Learning Semantic Model—0
MDL-CW: A Multimodal Deep Learning Framework With Cross Weights—0
Farasa: A Fast and Furious Segmenter for Arabic—0
A Study of Reuse and Plagiarism in Speech and Natural Language Processing papers—0
Syntactic Parsing of Web Queries with Question Intent—0
Exploring the Leading Authors and Journals in Major Topics by Citation Sentences and Topic Modeling—0
RICOH at SemEval-2016 Task 1: IR-based Semantic Textual Similarity Estimation—0
Augmenting Course Material with Open Access Textbooks—0
Semi-supervised and unsupervised categorization of posts in Web discussion forums using part-of-speech information and minimal features—0
SemEval-2016 Task 6: Detecting Stance in Tweets—0
SemEval-2016 Task 14: Semantic Taxonomy Enrichment—0
Multiple In-text Reference Aggregation Phenomenon—0
NEAL: A Neurally Enhanced Approach to Linking Citation and Reference—0
Enriching Cold Start Personalized Language Model Using Social Network Information—0
BIT at SemEval-2016 Task 1: Sentence Similarity Based on Alignments and Vector with the Weight of Information Content—0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Deep API Learning—0
Query Expansion with Locally-Trained Word Embeddings—0
Dimension Projection among Languages based on Pseudo-relevant Documents for Query Translation—0
SS4MCT: A Statistical Stemmer for Morphologically Complex Texts—0
Computing Web-scale Topic Models using an Asynchronous Parameter ServerCode0
Automatic Construction of Discourse Corpora for Dialogue Translation—0
Audio Features Affected by Music Expressiveness—0
Joint Learning of Sentence Embeddings for Relevance and EntailmentCode0
Matrix Factorization-Based Clustering Of Image Features For Bandwidth-Constrained Information Retrieval—0
Evaluating Lexical Similarity to build Sentiment Similarity—0
Distributional Thesauri for Information Retrieval and vice versa—0
Applying Core Scientific Concepts to Context-Based Citation Recommendation—0
GATE-Time: Extraction of Temporal Expressions and EventsCode0
Synset Ranking of Hindi WordNet—0
On Developing Resources for Patient-level Information Retrieval—0
The Query of Everything: Developing Open-Domain, Natural-Language Queries for BOLT Information Retrieval—0
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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