Search Results for author:
Found 8 papers, 1 papers with code
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement
Curriculum learning begins to thrive in the speech enhancement area, which decouples the original spectrum estimation task into multiple easier sub-tasks to achieve better performance.
Iterative Utterance Segmentation for Neural Semantic Parsing
Experiments on Geo, ComplexWebQuestions, and Formulas show that our framework can consistently improve performances of neural semantic parsers in different domains.
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
Human intelligence exhibits compositional generalization (i. e., the capacity to understand and produce unseen combinations of seen components), but current neural seq2seq models lack such ability.
Incorporate Semantic Structures into Machine Translation Evaluation via UCCA
Copying mechanism has been commonly used in neural paraphrasing networks and other text generation tasks, in which some important words in the input sequence are preserved in the output sequence.
Hierarchical Poset Decoding for Compositional Generalization in Language
We formalize human language understanding as a structured prediction task where the output is a partially ordered set (poset).
Ranked #4 on
Semantic Parsing
on CFQ
Fact-aware Sentence Split and Rephrase with Permutation Invariant Training
To overcome the challenges, we first propose the Fact-aware Sentence Encoding, which enables the model to learn facts from the long sentence and thus improves the precision of sentence split; then we introduce Permutation Invariant Training to alleviate the effects of order variance in seq2seq learning for this task.
Meteor++ 2.0: Adopt Syntactic Level Paraphrase Knowledge into Machine Translation Evaluation
This paper describes Meteor++ 2. 0, our submission to the WMT19 Metric Shared Task.
Meteor++: Incorporating Copy Knowledge into Machine Translation Evaluation
In machine translation evaluation, a good candidate translation can be regarded as a paraphrase of the reference.
