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08/09/2023
Neuro-Symbolic RDF and Description Logic Reasoners: The State-Of-The-Art and Challenges
Ontologies are used in various domains, with RDF and OWL being prominent...
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05/16/2023
HyHTM: Hyperbolic Geometry based Hierarchical Topic Models
Hierarchical Topic Models (HTMs) are useful for discovering topic hierar...
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05/11/2023
INGENIOUS: Using Informative Data Subsets for Efficient Pre-Training of Large Language Models
A salient characteristic of large pre-trained language models (PTLMs) is...
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04/25/2023
Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse Approximation
Neural retrieval models (NRMs) have been shown to outperform their stati...
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09/13/2022
Expressive Reasoning Graph Store: A Unified Framework for Managing RDF and Property Graph Databases
Resource Description Framework (RDF) and Property Graph (PG) are the two...
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08/12/2022
LM-CORE: Language Models with Contextually Relevant External Knowledge
Large transformer-based pre-trained language models have achieved impres...
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06/12/2022
CoSe-Co: Text Conditioned Generative CommonSense Contextualizer
Pre-trained Language Models (PTLMs) have been shown to perform well on n...
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05/28/2022
CyCLIP: Cyclic Contrastive Language-Image Pretraining
Recent advances in contrastive representation learning over paired image...
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11/03/2021
SERC: Syntactic and Semantic Sequence based Event Relation Classification
Temporal and causal relations play an important role in determining the ...
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10/20/2021
Why Settle for Just One? Extending EL++ Ontology Embeddings with Many-to-Many Relationships
Knowledge Graph (KG) embeddings provide a low-dimensional representation...
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05/14/2020
ECIR 2020 Workshops: Assessing the Impact of Going Online
ECIR 2020 https://ecir2020.org/ was one of the many conferences affected...
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04/16/2019
Go Wide, Go Deep: Quantifying the Impact of Scientific Papers through Influence Dispersion Trees
Despite a long history of use of citation count as a measure to assess t...
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10/30/2018
Topic-Specific Sentiment Analysis Can Help Identify Political Ideology
Ideological leanings of an individual can often be gauged by the sentime...
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03/25/2018
Bernoulli Embeddings for Graphs
Just as semantic hashing can accelerate information retrieval, binary va...
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03/17/2018