User profiles for Sam Wiseman

Sam Wiseman

- Verified email at providencehealth.bc.ca - Cited by 7882

Sam Wiseman

- Verified email at apple.com - Cited by 3577

Sequence-to-sequence learning as beam-search optimization

S Wiseman, AM Rush - arXiv preprint arXiv:1606.02960, 2016 - arxiv.org
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…

Learning neural templates for text generation

S Wiseman, SM Shieber, AM Rush - arXiv preprint arXiv:1808.10122, 2018 - arxiv.org
While neural, encoder-decoder models have had significant empirical success in text
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 …

Loss of BAF250a (ARID1A) is frequent in high‐grade endometrial carcinomas

…, DW Scott, C Steidl, SM Wiseman… - The Journal of …, 2011 - Wiley Online Library
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 …

Challenges in data-to-document generation

S Wiseman, SM Shieber, AM Rush - arXiv preprint arXiv:1707.08052, 2017 - arxiv.org
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 …

Caveolin-1 in tumor progression: the good, the bad and the ugly

JG Goetz, P Lajoie, SM Wiseman, IR Nabi - Cancer and metastasis reviews, 2008 - Springer
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 …

[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 …

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 …

Semi-amortized variational autoencoders

Y Kim, S Wiseman, A Miller… - … on Machine Learning, 2018 - proceedings.mlr.press
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 …

Learning global features for coreference resolution

S Wiseman, AM Rush, SM Shieber - arXiv preprint arXiv:1604.03035, 2016 - arxiv.org
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 …