James H. Martin
25 papers · 2004–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Squad
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Conference Pioneer
π₯
Unstoppable Β· Bronze
β
The Questioner
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(60)
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Research topics
Machine Learning
(7)
Natural Language Processing
(7)
Understanding
(6)
Artificial Intelligence
(5)
Applications
(5)
Core AI
(5)
Deep Learning
(4)
Application Areas
(4)
Core Methods
(4)
Architectures
(3)
Learning Types
(2)
Resources & Methods
(2)
Computer Science
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Keywords
abstract meaning representation
(4)
event coreference resolution
(2)
large language model
(2)
named entity recognition
(2)
event coreference
(2)
text classification
(2)
cross-document coreference
(2)
transformer model
(2)
semantic parsing
(2)
coreference resolution
(2)
lexical semantics
(1)
semantic representation
(1)
graph representation
(1)
word sense disambiguation
(1)
multimodal learning
(1)
natural language inference
(1)
chain-of-thought prompting
(1)
recurrent neural network
(1)
semantic annotation
(1)
long short-term memory
(1)
Papers
Enhancing Talk Moves Analysis in Mathematics Tutoring through Classroom Teaching Discourse
COLING 2025
Building a Broad Infrastructure for Uniform Meaning Representations
COLING 2024
FtG-CoT at SemEval-2024 Task 9: Solving Sentence Puzzles Using Fine-Tuned Language Models and Zero-Shot CoT Prompting
SemEval 2024
Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing
ACL 2024
Linear Cross-document Event Coreference Resolution with X-AMR
COLING 2024
Multimodal Cross-Document Event Coreference Resolution Using Linear Semantic Transfer and Mixed-Modality Ensembles
COLING 2024
X-AMR Annotation Tool
EACL 2024
2*n is better than n2: Decomposing Event Coreference Resolution into Two Tractable Problems
ACL 2023
CAMRA: Copilot for AMR Annotation
EMNLP 2023
How Good Is the Model in Model-in-the-loop Event Coreference Resolution Annotation?
ACL 2023
Fine-tuning Transformers with Additional Context to Classify Discursive Moves in Mathematics Classrooms
NAACL 2022
Defining and Learning Refined Temporal Relations in the Clinical Narrative
EMNLP 2020
Abstract Meaning Representation Parsing using LSTM Recurrent Neural Networks
ACL 2017
CU-NLP at SemEval-2016 Task 8: AMR Parsing using LSTM-based Recurrent Neural Networks
SemEval 2016
Extracting a Representation from Text for Semantic Analysis
ACL 2008
Extractive Summaries for Educational Science Content
ACL 2008
Learning Semantic Links from a Corpus of Parallel Temporal and Causal Relations
ACL 2008
Pedagogically Useful Extractive Summaries for Science Education
COLING 2008
CU-COMSEM: Exploring Rich Features for Unsupervised Web Personal Name Disambiguation
SemEval 2007
CU-TMP: Temporal Relation Classification Using Syntactic and Semantic Features
SemEval 2007
Identification of Event Mentions and their Semantic Class
EMNLP 2006
Semantic Role Chunking Combining Complementary Syntactic Views
CoNLL 2005
Parsing Arguments of Nominalizations in English and Chinese
NAACL 2004
Semantic Role Labeling by Tagging Syntactic Chunks
CoNLL 2004
Shallow Semantic Parsing using Support Vector Machines
NAACL 2004