James Gung
10 papers · 2012–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(8)
Applications
(5)
Machine Learning
(4)
Generation
(4)
Learning Types · Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Models
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Learning Types · Deep Learning
(1)
Linguistics
(1)
Representation
(1)
Keywords
task-oriented dialogue
(2)
large language model
(2)
few-shot learning
(1)
in-context learning
(1)
dialogue generation
(1)
knowledge representation
(1)
spoken dialogue
(1)
dialogue system
(1)
intent classification
(1)
semantic role labeling
(1)
synthetic data generation
(1)
decision tree
(1)
multi-turn dialogue
(1)
constrained decoding
(1)
spoken dialogue system
(1)
semantic parsing
(1)
domain adaptation
(1)
lexical resource
(1)
event representation
(1)
zero-shot learning
(1)
Papers
CONFETTI: Conversational Function-Calling Evaluation Through Turn-Level Interactions
ACL 2025
DFLOW: Diverse Dialogue Flow Simulation with Large Language Models
ACL 2025
Structured List-Grounded Question Answering
COLING 2025
Measuring and Mitigating Constraint Violations of In-Context Learning for Utterance-to-API Semantic Parsing
EMNLP 2023
NatCS: Eliciting Natural Customer Support Dialogues
ACL 2023
Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification
EMNLP 2023
PropBank Comes of Age—Larger, Smarter, and more Diverse
NAACL 2022
VerbNet Representations: Subevent Semantics for Transfer Verbs
ACL 2019
CUAB: Supervised Learning of Disorders and their Attributes using Relations
SemEval 2015
Summarization of Historical Articles Using Temporal Event Clustering
NAACL 2012