Sequence-to-sequence learning as beam-search optimization
Sequence-to-Sequence (seq2seq) modeling has rapidly become an important general-purpose
NLP tool that has proven effective for many text-generation and sequence-labeling tasks…
NLP tool that has proven effective for many text-generation and sequence-labeling tasks…
Learning neural templates for text generation
While neural, encoder-decoder models have had significant empirical success in text
generation, there remain several unaddressed problems with this style of generation. Encoder-…
generation, there remain several unaddressed problems with this style of generation. Encoder-…
American Thyroid Association statement on postoperative hypoparathyroidism: diagnosis, prevention, and management in adults
LA Orloff, SM Wiseman, VJ Bernet, TJ Fahey III… - Thyroid, 2018 - liebertpub.com
Background: Hypoparathyroidism (hypoPT) is the most common complication following
bilateral thyroid operations. Thyroid surgeons must employ strategies for minimizing and …
bilateral thyroid operations. Thyroid surgeons must employ strategies for minimizing and …
Loss of BAF250a (ARID1A) is frequent in high‐grade endometrial carcinomas
Mutation of the ARID1A gene and loss of the corresponding protein BAF250a has recently
been described as a frequent event in clear cell and endometrioid carcinomas of the ovary. To …
been described as a frequent event in clear cell and endometrioid carcinomas of the ovary. To …
Challenges in data-to-document generation
Recent neural models have shown significant progress on the problem of generating short
descriptive texts conditioned on a small number of database records. In this work, we suggest …
descriptive texts conditioned on a small number of database records. In this work, we suggest …
Caveolin-1 in tumor progression: the good, the bad and the ugly
Caveolin-1 (Cav1) is a multifunctional scaffolding protein with multiple binding partners that
is associated with cell surface caveolae and the regulation of lipid raft domains. Cav1 …
is associated with cell surface caveolae and the regulation of lipid raft domains. Cav1 …
[PDF][PDF] Meta-analysis and meta-review of thyroid cancer gene expression profiling studies identifies important diagnostic biomarkers
…, A Melck, SJM Jones, SM Wiseman - Journal of clinical …, 2006 - researchgate.net
Purpose An estimated 4% to 7% of the population will develop a clinically significant thyroid
nodule during their lifetime. In many cases, preoperative diagnoses by needle biopsy are …
nodule during their lifetime. In many cases, preoperative diagnoses by needle biopsy are …
Phosphorylated caveolin-1 regulates Rho/ROCK-dependent focal adhesion dynamics and tumor cell migration and invasion
…, SP Leung, H Masoudi, S Leung, SM Wiseman… - Cancer research, 2008 - AACR
Rho/ROCK signaling and caveolin-1 (Cav1) are implicated in tumor cell migration and
metastasis; however, the underlying molecular mechanisms remain poorly defined. Cav1 was …
metastasis; however, the underlying molecular mechanisms remain poorly defined. Cav1 was …
Semi-amortized variational autoencoders
Amortized variational inference (AVI) replaces instance-specific local inference with a global
inference network. While AVI has enabled efficient training of deep generative models such …
inference network. While AVI has enabled efficient training of deep generative models such …
Learning global features for coreference resolution
There is compelling evidence that coreference prediction would benefit from modeling global
information about entity-clusters. Yet, state-of-the-art performance can be achieved with …
information about entity-clusters. Yet, state-of-the-art performance can be achieved with …