Larry Heck
18 papers · 2016–2025 · 10 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (52) π Academic Marathon Β· Sprint π Conference Polyglot Β· Gold π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(104)
π
Trend Setter
π
Century Club Β· Bronze
π₯
Unstoppable Β· Silver
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Conference Pioneer
β
The Questioner
(2)
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Artificial Intelligence
(13)
Machine Learning
(12)
Core AI
(12)
Natural Language Processing
(10)
Learning Types Β· Machine Learning
(10)
Deep Learning
(9)
Applications
(7)
Application Areas
(5)
Generation
(5)
Learning Types Β· Deep Learning
(5)
Architectures
(4)
Core Methods
(4)
Reinforcement Learning
(2)
Learning Paradigms
(2)
Methods
(2)
Keywords
zero-shot learning
(4)
multimodal learning
(3)
natural language understanding
(3)
multi-task learning
(2)
retrieval-augmented generation
(2)
question answering
(2)
dialogue system
(2)
domain adaptation
(2)
large language model
(2)
task-oriented dialogue
(2)
slot filling
(2)
imitation learning
(1)
natural language generation
(1)
dialogue generation
(1)
conversational ai
(1)
reinforcement learning
(1)
knowledge editing
(1)
class-incremental learning
(1)
knowledge distillation
(1)
document understanding
(1)
Papers
Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands
ACL 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information
ACL 2025
UNLEARN Efficient Removal of Knowledge in Large Language Models
NAACL 2025
Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning
ACL 2025
cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers
NeurIPS 2024
Dense Passage Retrieval: Is it Retrieving?
EMNLP 2024
mForms : Multimodal Form Filling with Question Answering
COLING 2024
Reinforcement Learning via Auxillary Task Distillation
ECCV 2024
cTBLS: Augmenting Large Language Models with Conversational Tables
ACL 2023
Multimodal Conversational AI: A Survey of Datasets and Approaches
ACL 2022
Grounding Open-Domain Instructions to Automate Web Support Tasks
NAACL 2021
Class-incremental Learning via Deep Model Consolidation
WACV 2020
Generative Visual Dialogue System via Weighted Likelihood Estimation
IJCAI 2019
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded
ICCV 2019
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
NAACL 2018
To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation
Interspeech 2017
Towards Zero-Shot Frame Semantic Parsing for Domain Scaling
Interspeech 2017
Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding
Interspeech 2016