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Found 14 papers, 3 papers with code
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation
Existing learned metrics have gaps to human judgements, are model-dependent or are limited to the domains or tasks where human ratings are available.
The VolcTrans System for WMT22 Multilingual Machine Translation Task
This report describes our VolcTrans system for the WMT22 shared task on large-scale multilingual machine translation.
PARAGEN : A Parallel Generation Toolkit
PARAGEN is a PyTorch-based NLP toolkit for further development on parallel generation.
LightSeq2: Accelerated Training for Transformer-based Models on GPUs
In this paper, we present LightSeq2, a system to accelerate training for a general family of Transformer models on GPUs.
A non-DNN Feature Engineering Approach to Dependency Parsing -- FBAML at CoNLL 2017 Shared Task
For this year{'}s multilingual dependency parsing shared task, we developed a pipeline system, which uses a variety of features for each of its components.
2-Slave Dual Decomposition for Generalized Higher Order CRFs
We show that the decoding problem in generalized Higher Order Conditional Random Fields (CRFs) can be decomposed into two parts: one is a tree labeling problem that can be solved in linear time using dynamic programming; the other is a supermodular quadratic pseudo-Boolean maximization problem, which can be solved in cubic time using a minimum cut algorithm.
Branch and Bound Algorithm for Dependency Parsing with Non-local Features
Graph based dependency parsing is inefficient when handling non-local features due to high computational complexity of inference.
