Anthony Liu

5 papers · 2020–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) AAAI (1) NAACL (1) NeurIPS (1)

Top co-authors

Honglak Lee (5) Sungryull Sohn (4) Lajanugen Logeswaran (3) Dongsub Shim (2) Dong-Ki Kim (2) Yiwei Lyu (2) John Canny (1) Moontae Lee (1) Yijie Guo (1) Ian Fischer (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Reinforcement Learning (2) Learning Types (2) Methods (2) Natural Language Processing (1) Core Methods (1) Generation (1) Learning Paradigms (1)

Keywords

representation learning (1) contrastive learning (1) zero-shot learning (1) sample efficiency (1) sequential decision making (1) response generation (1) task-oriented dialogue (1) embodied ai (1) graph structure (1) mutual information (1) first-order logic (1) vision-language model (1) soft actor-critic (1) pre-trained language model (1) visual planning (1) auxiliary task (1) code model (1) hierarchical task (1) dialogue policy (1) zero-shot reasoning (1)

Papers

Code Models are Zero-shot Precondition Reasoners NAACL 2024 A Picture is Worth a Thousand Words: Language Models Plan from Pixels EMNLP 2023 TOD-Flow: Modeling the Structure of Task-Oriented Dialogues EMNLP 2023 Learning Parameterized Task Structure for Generalization to Unseen Entities AAAI 2022 Predictive Information Accelerates Learning in RL NeurIPS 2020