Mark Hopkins
16 papers · 2004–2025 · 6 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Ultra ๐ Interdisciplinary Bridge ยท Bronze ๐บ๏ธ Taxonomy Completionist (26)
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Topic Evolution
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Century Club ยท Bronze
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The Questioner
๐๏ธ
Keyword Collector
(51)
Top co-authors
Research topics
Natural Language Processing
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Applications
(4)
Core AI
(4)
Learning Types
(4)
Core Methods
(3)
Application Areas
(2)
Generation
(2)
Understanding
(2)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
transfer learning
(2)
natural language processing
(2)
semantic parsing
(2)
syntactic parsing
(2)
text classification
(1)
unsupervised clustering
(1)
domain adaptation
(1)
selective classification
(1)
information extraction
(1)
question answering
(1)
multilingual translation
(1)
machine translation
(1)
reading comprehension
(1)
confidence calibration
(1)
coreference resolution
(1)
symbolic reasoning
(1)
code-mixed text
(1)
machine reading comprehension
(1)
sentiment analysis
(1)
probabilistic modeling
(1)
Papers
Using Encipherment to Isolate Conditions for the Successful Fine-tuning of Massively Multilingual Translation Models
EMNLP 2025
On the Evaluation of Neural Selective Prediction Methods for Natural Language Processing
ACL 2023
Towards More Natural Artificial Languages
CoNLL 2022
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis
SemEval 2020
SemEval-2019 Task 10: Math Question Answering
SemEval 2019
Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples
ACL 2018
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources
EMNLP 2018
Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers
EMNLP 2017
Interactive Visualization for Linguistic Structure
EMNLP 2017
Source-side Preordering for Translation using Logistic Regression and Depth-first Branch-and-Bound Search
EACL 2014
Models of Translation Competitions
ACL 2013
Tuning as Ranking
EMNLP 2011
SCFG Decoding Without Binarization
EMNLP 2010
Cube Pruning as Heuristic Search
EMNLP 2009
Exploring the Potential of Intractable Parsers
ACL 2006
Whatโs in a translation rule?
NAACL 2004