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Papers
Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning
ACL 2026
Divide-and-Conquer Predictive Coding: a structured Bayesian inference algorithm
NeurIPS 2024
Dynamic Programming in Rank Space: Scaling Structured Inference with Low-Rank HMMs and PCFGs
NAACL 2022
Scaling Structured Inference with Randomization
ICML 2022
Randomized Deep Structured Prediction for Discourse-Level Processing
EACL 2021
Latent Template Induction with Gumbel-CRFs
NeurIPS 2020
Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning
EMNLP 2020
Fast Structured Decoding for Sequence Models
NeurIPS 2019
Learning Structured Inference Neural Networks With Label Relations
CVPR 2016