Tom M. Mitchell
19 papers · 2004–2023 · 5 venues · across top CS/AI venues
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Achievements
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๐บ๏ธ Taxonomy Completionist (31) ๐ Academic Marathon ยท Full ๐ Conference Polyglot ยท Silver ๐ Interdisciplinary Bridge ยท Bronze ๐ฃ Hot Topic Early Bird
๐ฑ
Topic Pioneer
๐
Keyword Trendsetter Combo
(5)
๐งญ
Keyword Pioneer
๐
Trend Setter
๐
Renaissance Researcher
(5)
๐ฅ
Unstoppable ยท Bronze
๐๏ธ
Keyword Collector
(50)
๐
Century Club ยท Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(7)
Learning Types ยท Machine Learning
(7)
Deep Learning
(3)
Core AI
(3)
Interdisciplinary
(2)
Natural Language Processing
(2)
Bayesian & Probabilistic
(2)
Learning Paradigms
(2)
Learning Types ยท Deep Learning
(2)
Optimization & Theory
(2)
Understanding
(2)
Healthcare & Medicine
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
domain knowledge
(2)
zero-shot learning
(2)
reinforcement learning
(2)
game theory
(1)
syntactic parsing
(1)
probabilistic logic
(1)
variational inference
(1)
in-context learning
(1)
relation extraction
(1)
semantic processing
(1)
constrained optimization
(1)
semantic parsing
(1)
combinatory categorial grammar
(1)
pac learning
(1)
text understanding
(1)
data augmentation
(1)
knowledge base
(1)
class imbalance
(1)
markov decision process
(1)
neural decoding
(1)
Papers
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
NeurIPS 2023
SPRING: Studying Papers and Reasoning to play Games
NeurIPS 2023
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
NeurIPS 2020
Game Design for Eliciting Distinguishable Behavior
NeurIPS 2019
Learning Data Manipulation for Augmentation and Weighting
NeurIPS 2019
Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems
NeurIPS 2018
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach
NeurIPS 2017
Joint Extraction of Events and Entities within a Document Context
NAACL 2016
Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua
NAACL 2016
A Compositional and Interpretable Semantic Space
NAACL 2015
A Knowledge-Intensive Model for Prepositional Phrase Attachment
ACL 2015
CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection
EMNLP 2014
Interpretable Semantic Vectors from a Joint Model of Brain- and Text- Based Meaning
ACL 2014
Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar
ACL 2014
Language-Aware Truth Assessment of Fact Candidates
ACL 2014
Quantitative modeling of the neural representation of adjective-noun phrases to account for fMRI activation
ACL 2009
Zero-shot Learning with Semantic Output Codes
NeurIPS 2009
Bayesian Network Learning with Parameter Constraints
JMLR 2006
Learning to Classify Email into โSpeech Actsโ
EMNLP 2004