Alane Suhr
26 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (70) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(10)
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Keyword Champion
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Renaissance Researcher
(7)
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Unstoppable · Bronze
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The Questioner
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Prolific Year · Productive
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Century Club · Bronze
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Trend Setter
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Keyword Collector
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Top co-authors
Research topics
Artificial Intelligence
(20)
Core AI
(20)
Machine Learning
(16)
Natural Language Processing
(11)
Learning Types · Machine Learning
(11)
Deep Learning
(10)
Computer Vision
(6)
Applications · Natural Language Processing
(6)
Learning Types · Deep Learning
(5)
Reinforcement Learning
(4)
Applications · Reinforcement Learning
(4)
Core Methods
(4)
Generation
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Methods
(4)
Application Areas
(3)
Keywords
language model
(6)
instruction following
(5)
multimodal learning
(4)
large language model
(4)
reinforcement learning
(4)
visual reasoning
(3)
vision-language model
(3)
natural language
(2)
natural language inference
(2)
semantic parsing
(2)
language grounding
(2)
hierarchical planning
(1)
offline reinforcement learning
(1)
visual question answering
(1)
scene understanding
(1)
decision making
(1)
few-shot learning
(1)
zero-shot learning
(1)
computer vision
(1)
neural machine translation
(1)
Papers
AutoPresent: Designing Structured Visuals from Scratch
CVPR 2025
Evaluating Model Perception of Color Illusions in Photorealistic Scenes
CVPR 2025
Training Software Engineering Agents and Verifiers with SWE-Gym
ICML 2025
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
NeurIPS 2024
Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement Learning
NeurIPS 2024
Grounding Language in Multi-Perspective Referential Communication
EMNLP 2024
Quantifying Language Models' Sensitivity to Spurious Features in Prompt Design or: How I learned to start worrying about prompt formatting
ICLR 2024
UNcommonsense Reasoning: Abductive Reasoning about Uncommon Situations
NAACL 2024
Using Language Models to Disambiguate Lexical Choices in Translation
EMNLP 2024
What's In My Big Data?
ICLR 2024
Continual Learning for Instruction Following from Realtime Feedback
NeurIPS 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling
ICML 2023
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training
NeurIPS 2023
Minding Language Models’ (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker
ACL 2023
We’re Afraid Language Models Aren’t Modeling Ambiguity
EMNLP 2023
Abstract Visual Reasoning with Tangram Shapes
EMNLP 2022
Analysis of Language Change in Collaborative Instruction Following
EMNLP 2021
Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection
EMNLP 2021
Exploring Unexplored Generalization Challenges for Cross-Database Semantic Parsing
ACL 2020
A Corpus for Reasoning about Natural Language Grounded in Photographs
ACL 2019
Executing Instructions in Situated Collaborative Interactions
EMNLP 2019
TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments
CVPR 2019
Learning to Map Context-Dependent Sentences to Executable Formal Queries
NAACL 2018
Neural Semantic Parsing
ACL 2018
Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation
ACL 2018
A Corpus of Natural Language for Visual Reasoning
ACL 2017