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marginal probability

15 papers

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Co-occurring keywords

graphical model (864) language model (4599) partition function (81) marginal probabilities (2) latent variable model (564) autoregressive model (456) importance sampling (318) map inference (130) variational inference (2069) approximate inference (253)

Papers

Where is the signal in tokenization space? EMNLP 2024
Should you marginalize over possible tokenizations? ACL 2023
On inference and learning with probabilistic generating circuits UAI 2023
Abstract Argumentation Frameworks with Marginal Probabilities IJCAI 2022
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022
Prediction-Centric Learning of Independent Cascade Dynamics from Partial Observations ICML 2021
Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation EMNLP 2020
Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models EMNLP 2018
Tight Variational Bounds via Random Projections and I-Projections AISTATS 2016
Uprooting and Rerooting Graphical Models ICML 2016
The Benefits of Learning with Strongly Convex Approximate Inference ICML 2015
Latent Structured Active Learning NIPS 2013
Inference algorithms for pattern-based CRFs on sequence data ICML 2013
A Two-Stage Weighting Framework for Multi-Source Domain Adaptation NIPS 2011
Learning unbelievable probabilities NIPS 2011