Blocking
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Benchmarks
Abt-Buy
Amazon-Google
WDC Block - large
WDC Block - medium
WDC Block - small
Most implemented
SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder
Neural Text Generation with Unlikelihood Training
d-blink: Distributed End-to-End Bayesian Entity Resolution
Compression Artifacts Reduction by a Deep Convolutional Network
Towards Effective Planning Strategies for Dynamic Opinion Networks
Towards Universal Dense Blocking for Entity Resolution
Papers
An introduction to Causal Modelling
This tutorial provides a concise introduction to modern causal modeling by integrating potential outcomes and graphical methods. We motivate causal questions such as counterfactual reasoning under interventions and defin…
BlockingcounterfactualCounterfactual ReasoningNoLoCo: No-all-reduce Low Communication Training Method for Large Models
Training large language models is generally done via optimization methods on clusters containing tens of thousands of accelerators, communicating over a high-bandwidth interconnect. Scaling up these clusters is expensive…
AllBlockingPushing the Limits of Extreme Weather: Constructing Extreme Heatwave Storylines with Differentiable Climate Models
Understanding the plausible upper bounds of extreme weather events is essential for risk assessment in a warming climate. Existing methods, based on large ensembles of physics-based models, are often computationally expe…
BlockingMatching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
The rise of Large Language Models (LLMs) has driven progress in reasoning tasks -- from program synthesis to scientific hypothesis generation -- yet their ability to handle ranked preferences and structured algorithms in…
Blockingparameter-efficient fine-tuningProgram SynthesisChallenges in Automated Processing of Speech from Child Wearables: The Case of Voice Type Classifier
Recordings gathered with child-worn devices promised to revolutionize both fundamental and applied speech sciences by allowing the effortless capture of children's naturalistic speech environment and language production.…
BlockingThe Coupling Effect of Sensing Targets on the Environment for 3GPP ISAC Channels: Observation, Modeling, and Validation
Integrated Sensing And Communication (ISAC) has been identified as a key 6G application by ITU and 3GPP, with standardization efforts already underway. Sensing tasks, such as target localization, demand more precise char…
BlockingIntegrated sensing and communicationISAC