Larry Heck

18 papers · 2016–2025 · 10 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🗺️ Taxonomy Completionist (54) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🏃 Academic Marathon (9) 🧬 Topic Evolution 🗃️ Keyword Collector (99) 🚀 Conference Pioneer 💎 Century Club (18) 🔥 Unstoppable (10) 📈 Trend Setter ❓ The Questioner (2)

Conferences

ACL (5) INTERSPEECH (3) NAACL (3) COLING (1) ECCV (1) EMNLP (1) ICCV (1) IJCAI (1) NIPS (1) WACV (1)

Top co-authors

Anirudh Sundar (5) Shalini Ghosh (3) Dilek Hakkani-Tur (3) Christopher Richardson (3) Junting Zhang (2) Jie Zhang (2) Gokhan Tur (2) C.-C. Jay Kuo (2) Benjamin Reichman (2) William Gay (2)

Keywords

zero-shot learning (4) multimodal learning (3) natural language understanding (3) multi-task learning (2) domain adaptation (2) question answering (2) slot filling (2) dialogue system (2) large language model (2) task-oriented dialogue (2) natural language generation (1) conversational ai (1) knowledge editing (1) image classification (1) knowledge distillation (1) attention mechanism (1) catastrophic forgetting (1) image captioning (1) document understanding (1) semantic parsing (1)

Papers

UNLEARN Efficient Removal of Knowledge in Large Language Models NAACL 2025

Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025

Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025

iTBLS: A Dataset of Interactive Conversations Over Tabular Information ACL 2025

Reinforcement Learning via Auxillary Task Distillation ECCV 2024

mForms : Multimodal Form Filling with Question Answering COLING 2024

cPAPERS: A Dataset of Situated and Multimodal Interactive Conversations in Scientific Papers NIPS 2024

Dense Passage Retrieval: Is it Retrieving? EMNLP 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

Towards Zero-Shot Frame Semantic Parsing for Domain Scaling INTERSPEECH 2017

To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation INTERSPEECH 2017

Domain Adaptation of Recurrent Neural Networks for Natural Language Understanding INTERSPEECH 2016