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Byron C Wallace
Number of Papers:- 30
Number of Citations:- 75
First ACL Paper:- 2012
Latest ACL Paper:- 2020
Venues:-
WS
IJCNLP
Louhi
EMNLP
ACL
BioNLP
NLP-COVID19
NLPMC
CoNLL
NAACL
Co-Authors:-
An Thanh Nguyen
Ani Nenkova
Benjamin Nye
Berry De Bruijn
Caiming Xiong
Similar Authors:-
Peter Foldiak
Siliang Tang
Jinjiang Zhang
Alexis Kuppersmith
Christoph Kilian Theil
2020
2019
2018
2017
2016
2015
2014
2013
2012
Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions
ACL
Xiaochuang Han |
Byron C. Wallace |
Yulia Tsvetkov |
Evidence Inference 2.0: More Data, Better Models
ACL
BioNLP
WS
Jay DeYoung |
Eric Lehman |
Benjamin Nye |
Iain Marshall |
Byron C. Wallace |
Learning to Faithfully Rationalize by Construction
ACL
Sarthak Jain |
Sarah Wiegreffe |
Yuval Pinter |
Byron C. Wallace |
Proceedings of the First Workshop on Natural Language Processing for Medical Conversations
ACL
NLPMC
WS
Parminder Bhatia |
Steven Lin |
Rashmi Gangadharaiah |
Byron Wallace |
Izhak Shafran |
Chaitanya Shivade |
Nan Du |
Mona Diab |
ERASER: A Benchmark to Evaluate Rationalized NLP Models
ACL
Jay DeYoung |
Sarthak Jain |
Nazneen Fatema Rajani |
Eric Lehman |
Caiming Xiong |
Richard Socher |
Byron C. Wallace |
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time
ACL
Benjamin Nye |
Ani Nenkova |
Iain Marshall |
Byron C. Wallace |
Proceedings of the 1st Workshop on NLP for COVID-19 (Part 2) at EMNLP 2020
EMNLP
NLP-COVID19
Karin Verspoor |
Kevin Bretonnel Cohen |
Michael Conway |
Berry de Bruijn |
Mark Dredze |
Rada Mihalcea |
Byron Wallace |
Practical Obstacles to Deploying Active Learning
EMNLP
David Lowell |
Zachary C. Lipton |
Byron C. Wallace |
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction
NAACL
Yinfei Yang |
Oshin Agarwal |
Chris Tar |
Byron C. Wallace |
Ani Nenkova |
Attention is not Explanation
NAACL
Sarthak Jain |
Byron C. Wallace |
Inferring Which Medical Treatments Work from Reports of Clinical Trials
NAACL
Eric Lehman |
Jay DeYoung |
Regina Barzilay |
Byron C. Wallace |
An Analysis of Attention over Clinical Notes for Predictive Tasks
NAACL
WS
Sarthak Jain |
Ramin Mohammadi |
Byron C. Wallace |
Browsing Health: Information Extraction to Support New Interfaces for Accessing Medical Evidence
NAACL
WS
Soham Parikh |
Elizabeth Conrad |
Oshin Agarwal |
Iain Marshall |
Byron Wallace |
Ani Nenkova |
Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding
EMNLP
Gaurav Singh |
James Thomas |
Iain Marshall |
John Shawe-Taylor |
Byron C. Wallace |
Learning Disentangled Representations of Texts with Application to Biomedical Abstracts
EMNLP
Sarthak Jain |
Edward Banner |
Jan-Willem van de Meent |
Iain J. Marshall |
Byron C. Wallace |
Syntactic Patterns Improve Information Extraction for Medical Search
NAACL
Roma Patel |
Yinfei Yang |
Iain Marshall |
Ani Nenkova |
Byron Wallace |
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature
ACL
Benjamin Nye |
Junyi Jessy Li |
Roma Patel |
Yinfei Yang |
Iain Marshall |
Ani Nenkova |
Byron Wallace |
A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification
IJCNLP
Ye Zhang |
Byron Wallace |
Aggregating and Predicting Sequence Labels from Crowd Annotations
ACL
An Thanh Nguyen |
Byron Wallace |
Junyi Jessy Li |
Ani Nenkova |
Matthew Lease |
Exploiting Domain Knowledge via Grouped Weight Sharing with Application to Text Categorization
ACL
Ye Zhang |
Matthew Lease |
Byron C. Wallace |
Automating Biomedical Evidence Synthesis: RobotReviewer
ACL
Iain Marshall |
Joël Kuiper |
Edward Banner |
Byron C. Wallace |
Rationale-Augmented Convolutional Neural Networks for Text Classification
EMNLP
Ye Zhang |
Iain Marshall |
Byron C. Wallace |
Modelling Context with User Embeddings for Sarcasm Detection in Social Media
CoNLL
Silvio Amir |
Byron C. Wallace |
Hao Lyu |
Paula Carvalho |
Mário J. Silva |
MGNC-CNN: A Simple Approach to Exploiting Multiple Word Embeddings for Sentence Classification
NAACL
Ye Zhang |
Stephen Roller |
Byron C. Wallace |
Retrofitting Word Vectors of MeSH Terms to Improve Semantic Similarity Measures
Louhi
WS
Zhiguo Yu |
Trevor Cohen |
Byron Wallace |
Elmer Bernstam |
Todd Johnson |
Leveraging coreference to identify arms in medical abstracts: An experimental study
Louhi
WS
Elisa Ferracane |
Iain Marshall |
Byron C. Wallace |
Katrin Erk |
Sparse, Contextually Informed Models for Irony Detection: Exploiting User Communities, Entities and Sentiment
ACL
IJCNLP
Byron C. Wallace |
Do Kook Choe |
Eugene Charniak |
Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)
ACL
Byron C. Wallace |
Do Kook Choe |
Laura Kertz |
Eugene Charniak |
A Generative Joint, Additive, Sequential Model of Topics and Speech Acts in Patient-Doctor Communication
EMNLP
Byron C. Wallace |
Thomas A. Trikalinos |
M. Barton Laws |
Ira B. Wilson |
Eugene Charniak |
Multiple Narrative Disentanglement: Unraveling Infinite Jest
NAACL
Byron Wallace |
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