Tom M. Mitchell
21 papers · 2004–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π§ Keyword Pioneer π£ Hot Topic Early Bird π Academic Marathon (19)
π
Cross-Pollinator
(9)
π
Renaissance Researcher
(7)
π§
Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
π±
Topic Pioneer
π
Trend Setter
π₯
Unstoppable
(7)
π
Century Club
(21)
Conferences
NIPS (8)
ACL (5)
NAACL (3)
EMNLP (2)
IJCNLP (2)
JMLR (1)
Top co-authors
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
SPRING: Studying Papers and Reasoning to play Games
NIPS 2023
Read and Reap the Rewards: Learning to Play Atari with the Help of Instruction Manuals
NIPS 2023
Modeling Task Effects on Meaning Representation in the Brain via Zero-Shot MEG Prediction
NIPS 2020
Learning Data Manipulation for Augmentation and Weighting
NIPS 2019
Game Design for Eliciting Distinguishable Behavior
NIPS 2019
Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems
NIPS 2018
Estimating Accuracy from Unlabeled Data: A Probabilistic Logic Approach
NIPS 2017
Mapping Verbs in Different Languages to Knowledge Base Relations using Web Text as Interlingua
NAACL 2016
Joint Extraction of Events and Entities within a Document Context
NAACL 2016
A Knowledge-Intensive Model for Prepositional Phrase Attachment
IJCNLP 2015
A Compositional and Interpretable Semantic Space
NAACL 2015
A Knowledge-Intensive Model for Prepositional Phrase Attachment
ACL 2015
Language-Aware Truth Assessment of Fact Candidates
ACL 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
CTPs: Contextual Temporal Profiles for Time Scoping Facts using State Change Detection
EMNLP 2014
Quantitative modeling of the neural representation of adjective-noun phrases to account for fMRI activation
IJCNLP 2009
Zero-shot Learning with Semantic Output Codes
NIPS 2009
Quantitative modeling of the neural representation of adjective-noun phrases to account for fMRI activation
ACL 2009
Bayesian Network Learning with Parameter Constraints
JMLR 2006
Learning to Classify Email into βSpeech Actsβ
EMNLP 2004