← Authors

arthur szlam

39 papers · 2014–2025 · 12 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (12) πŸ—ΊοΈ Taxonomy Completionist (76) 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (5) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸƒ Academic Marathon (11) 🌟 Keyword Trendsetter Combo (6) πŸ† Grand Slam 🌱 Topic Pioneer 🧬 Topic Evolution 🀝 Dynamic Duo (17) ❓ The Questioner (2) ⚑ Prolific Year (7) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (160) πŸ’Ž Century Club (39) πŸ”₯ Unstoppable (10) πŸš€ Conference Pioneer

Conferences

ICML (9) NIPS (6) ACL (5) ICLR (4) CVPR (3) EMNLP (3) AAAI (2) IJCNLP (2) NAACL (2) ICCV (1) JMLR (1) RSS (1)

Top co-authors

Jason Weston (17) Jack Urbanek (10) Sainbayar Sukhbaatar (8) Rob Fergus (8) Emily Dinan (6) Douwe Kiela (5) Kurt Shuster (5) Angela Fan (4) Tim RocktΓ€schel (4) Stephen Roller (3)

Research topics

Natural Language Processing (1)

Keywords

dialogue system (6) language model (4) generative model (3) neural network (3) reinforcement learning (3) convolutional neural network (3) text generation (3) dialogue agent (2) retrieval-augmented generation (2) mixture of expert (2) image generation (2) recurrent neural network (2) retrieval model (2) attention mechanism (2) value function (2) weakly supervised learning (2) policy learning (2) question answering (2) autoregressive model (2) grounded dialogue (2)

Papers

Deliberation in Latent Space via Differentiable Cache Augmentation ICML 2025
Learning to Reason and Memorize with Self-Notes NIPS 2023
CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory RSS 2023
A Data Source for Reasoning Embodied Agents AAAI 2023
Reason first, then respond: Modular Generation for Knowledge-infused Dialogue EMNLP 2022
Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022
Am I Me or You? State-of-the-Art Dialogue Models Cannot Maintain an Identity NAACL 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion EMNLP 2022
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds NAACL 2021
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots IJCNLP 2021
CURI: A Benchmark for Productive Concept Learning Under Uncertainty ICML 2021
Hash Layers For Large Sparse Models NIPS 2021
Residual Energy-Based Models for Text JMLR 2021
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots ACL 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Residual Energy-Based Models for Text Generation ICLR 2020
CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant ACL 2020
Generating Interactive Worlds with Text AAAI 2020
Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020
Order-Aware Generative Modeling Using the 3D-Craft Dataset ICCV 2019
Dialogue Natural Language Inference ACL 2019
Learning to Speak and Act in a Fantasy Text Adventure Game EMNLP 2019
Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies ICLR 2019
Learning to Speak and Act in a Fantasy Text Adventure Game IJCNLP 2019
Mastering the Dungeon: Grounded Language Learning by Mechanical Turker Descent ICLR 2018
Optimizing the Latent Space of Generative Networks ICML 2018
Modeling Others using Oneself in Multi-Agent Reinforcement Learning ICML 2018
Composable Planning with Attributes ICML 2018
Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play ICLR 2018
Low-Shot Learning With Large-Scale Diffusion CVPR 2018
Personalizing Dialogue Agents: I have a dog, do you have pets too? ACL 2018
Hard Mixtures of Experts for Large Scale Weakly Supervised Vision CVPR 2017
Learning Multiagent Communication with Backpropagation NIPS 2016
The Product Cut NIPS 2016
Recurrent Orthogonal Networks and Long-Memory Tasks ICML 2016
End-To-End Memory Networks NIPS 2015
Deep Generative Image Models using a οΏΌLaplacian Pyramid of Adversarial Networks NIPS 2015
Signal recovery from Pooling Representations ICML 2014
Better Feature Tracking Through Subspace Constraints CVPR 2014