Noah D. Goodman

Mohammad Taufeeque

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Automated Statistical Model Discovery with Language Models.

[BibT_eX]

[DOI]

Michael Y. Li

Emily B. Fox

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Hypothesis Search: Inductive Reasoning with Language Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Is Child-Directed Speech Effective Training Data for Language Models?

[BibT_eX]

[DOI]

Steven Y. Feng

Michael Frank

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Evaluating and Optimizing Educational Content with Large Language Model Judgments.

[BibT_eX]

[DOI]

Joy He-Yueya

Emma Brunskill

Proceedings of the 17th International Conference on Educational Data Mining, 2024

Backtracing: Retrieving the Cause of the Query.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024

Finding Alignments Between Interpretable Causal Variables and Distributed Neural Representations.

[BibT_eX]

[DOI]

Proceedings of the Causal Learning and Reasoning, 2024

2023

Social Contract AI: Aligning AI Assistants with Implicit Group Norms.

[BibT_eX]

[DOI]

CoRR, 2023

Eliciting Human Preferences with Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought.

[BibT_eX]

[DOI]

CoRR, 2023

Just One Byte (per gradient): A Note on Low-Bandwidth Decentralized Language Model Finetuning Using Shared Randomness.

[BibT_eX]

[DOI]

CoRR, 2023

Certified Reasoning with Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Strategic Reasoning with Language Models.

[BibT_eX]

[DOI]

Kanishk Gandhi

Dorsa Sadigh

CoRR, 2023

Interpretability at Scale: Identifying Causal Mechanisms in Alpaca.

[BibT_eX]

[DOI]

CoRR, 2023

Bayesian Reinforcement Learning with Limited Cognitive Load.

[BibT_eX]

[DOI]

CoRR, 2023

Solving Math Word Problems by Combining Language Models With Symbolic Solvers.

[BibT_eX]

[DOI]

CoRR, 2023

Why think step-by-step? Reasoning emerges from the locality of experience.

[BibT_eX]

[DOI]

CoRR, 2023

Multispectral Self-Supervised Learning with Viewmaker Networks.

[BibT_eX]

[DOI]

Jasmine Bayrooti

CoRR, 2023

Parsel🦆: Algorithmic Reasoning with Language Models by Composing Decompositions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interpretability at Scale: Identifying Causal Mechanisms in Alpaca.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Feature Dropout: Revisiting the Role of Augmentations in Contrastive Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Why think step by step? Reasoning emerges from the locality of experience.

[BibT_eX]

[DOI]

Michael Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning to Compress Prompts with Gist Tokens.

[BibT_eX]

[DOI]

Xiang Li

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Understanding Social Reasoning in Language Models with Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generating Language Corrections for Teaching Physical Control Tasks.

[BibT_eX]

[DOI]

Megha Srivastava

Dorsa Sadigh

Proceedings of the International Conference on Machine Learning, 2023

Task Ambiguity in Humans and Language Models.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Can Visual Scratchpads With Diagrammatic Abstractions Augment LLM Reasoning?

[BibT_eX]

[DOI]

Proceedings of the Proceedings on "I Can't Believe It's Not Better: Failure Modes in the Age of Foundation Models" at NeurIPS 2023 Workshops, 2023

Multispectral Contrastive Learning with Viewmaker Networks.

[BibT_eX]

[DOI]

Jasmine Bayrooti

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Characterizing tradeoffs between teaching via language and demonstrations in multi-agent systems.

[BibT_eX]

[DOI]

Dhara Yu

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Overinformative Question Answering by Humans and Machines.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models.

[BibT_eX]

[DOI]

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

Cultural reinforcement learning: a framework for modeling cumulative culture on a limited channel.

[BibT_eX]

[DOI]

Dilip Arumugam

Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

SIGHT: A Large Annotated Dataset on Student Insights Gathered from Higher Education Transcripts.

[BibT_eX]

[DOI]

Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications, 2023

2022

Logic, Probability, and Pragmatics in Syllogistic Reasoning.

[BibT_eX]

[DOI]

Top. Cogn. Sci., 2022

Parsel: A Unified Natural Language Framework for Algorithmic Reasoning.

[BibT_eX]

[DOI]

CoRR, 2022

Flexible social inference facilitates targeted social learning when rewards are not observable.

[BibT_eX]

[DOI]

Robert D. Hawkins

Andrew M. Berdahl

Alex 'Sandy' Pentland

P. M. Krafft

CoRR, 2022

Peano: Learning Formal Mathematical Reasoning.

[BibT_eX]

[DOI]

Gabriel Poesia

CoRR, 2022

LEMMA: Bootstrapping High-Level Mathematical Reasoning with Learned Symbolic Abstractions.

[BibT_eX]

[DOI]

CoRR, 2022

On Rate-Distortion Theory in Capacity-Limited Cognition & Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Psychologically-informed chain-of-thought prompts for metaphor understanding in large language models.

[BibT_eX]

[DOI]

Paul H. Thibodeau

CoRR, 2022

Know Thy Student: Interactive Learning with Gaussian Processes.

[BibT_eX]

[DOI]

Rose E. Wang

CoRR, 2022

STaR: Bootstrapping Reasoning With Reasoning.

[BibT_eX]

[DOI]

Eric Zelikman

Yuhuai Wu

CoRR, 2022

Warm (for Winter): Inferring Comparison Classes in Communication.

[BibT_eX]

[DOI]

Cogn. Sci., 2022

STaR: Bootstrapping Reasoning With Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Foundation Posteriors for Approximate Probabilistic Inference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Active Learning Helps Pretrained Models Learn the Intended Task.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

DABS 2.0: Improved Datasets and Algorithms for Universal Self-Supervision.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Assistive Teaching of Motor Control Tasks to Humans.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Improving Intrinsic Exploration with Language Abstractions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CLEVRER-Humans: Describing Physical and Causal Events the Human Way.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Geoclidean: Few-Shot Generalization in Euclidean Geometry.

[BibT_eX]

[DOI]

Joy Hsu

Jiajun Wu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Causal Distillation for Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Inducing Causal Structure for Interpretable Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Language modeling via stochastic processes.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Concadia: Towards Image-Based Text Generation with a Purpose.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Mixed-effects transformers for hierarchical adaptation.

[BibT_eX]

[DOI]

Julia White

Gabriel Poesia Reis e Silva

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Left to the Reader: Abstracting Solutions in Mathematical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Two's company but six is a crowd: emergence of conventions in multiparty communication games.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Color Overmodification Emerges from Data-Driven Learning and Pragmatic Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

Automated generation of sentence reading fluency test items.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Meeting of the Cognitive Science Society, 2022

2021

Applying Probabilistic Programming to Affective Computing.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2021

Neural Event Semantics for Grounded Language Understanding.

[BibT_eX]

[DOI]

Shyamal Buch

Li Fei-Fei

Trans. Assoc. Comput. Linguistics, 2021

Tradeoffs Between Contrastive and Supervised Learning: An Empirical Study.

[BibT_eX]

[DOI]

CoRR, 2021

Temperature as Uncertainty in Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Visual resemblance and communicative context constrain the emergence of graphical conventions.

[BibT_eX]

[DOI]

CoRR, 2021

Modeling Item Response Theory with Stochastic Variational Inference.

[BibT_eX]

[DOI]

CoRR, 2021

On the Opportunities and Risks of Foundation Models.

[BibT_eX]

[DOI]

CoRR, 2021

ProtoTransformer: A Meta-Learning Approach to Providing Student Feedback.

[BibT_eX]

[DOI]

CoRR, 2021

Concadia: Tackling image accessibility with context.

[BibT_eX]

[DOI]

Elisa Kreiss

CoRR, 2021

From partners to populations: A hierarchical Bayesian account of coordination and convention.

[BibT_eX]

[DOI]

CoRR, 2021

The Division of Labor in Communication: Speakers Help Listeners Account for Asymmetries in Visual Perspective.

[BibT_eX]

[DOI]

Hyowon Gweon

Cogn. Sci., 2021

Improving Compositionality of Neural Networks by Decoding Representations to Inputs.

[BibT_eX]

[DOI]

Stefano Ermon

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

DABS: a Domain-Agnostic Benchmark for Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Contrastive Reinforcement Learning of Symbolic Reasoning Domains.

[BibT_eX]

[DOI]

Gabriel Poesia

Wenxin Dong

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Emergent Communication of Generalizations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Conditional Negative Sampling for Contrastive Learning of Visual Representations.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Viewmaker Networks: Learning Views for Unsupervised Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Open-domain clarification question generation without question examples.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Calibrate your listeners! Robust communication-based training for pragmatic speakers.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Generative Grading: Near Human-level Accuracy for Automated Feedback on Richly Structured Problems.

[BibT_eX]

Proceedings of the 14th International Conference on Educational Data Mining, 2021

Question Generation for Adaptive Education.

[BibT_eX]

[DOI]

Megha Srivastava

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Pragmatic Code Autocomplete.

[BibT_eX]

[DOI]

Gabriel Poesia

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

The Interactions of Rational, Pragmatic Agents Lead to Efficient Language Structure and Use.

[BibT_eX]

[DOI]

Benjamin N. Peloquin

Top. Cogn. Sci., 2020

A Simple Framework for Uncertainty in Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2020

On Mutual Information in Contrastive Learning for Visual Representations.

[BibT_eX]

[DOI]

CoRR, 2020

Characterizing the Dynamics of Learning in Repeated Reference Games.

[BibT_eX]

[DOI]

Cogn. Sci., 2020

Analyzing Machine-Learned Representations: A Natural Language Case Study.

[BibT_eX]

[DOI]

Cogn. Sci., 2020

Language Through a Prism: A Spectral Approach for Multiscale Language Representations.

[BibT_eX]

[DOI]

Dan Jurafsky

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Investigating Transferability in Pretrained Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Variational Item Response Theory: Fast, Accurate, and Expressive.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Educational Data Mining, 2020

Continual Adaptation for Efficient Machine Communication.

[BibT_eX]

[DOI]

Proceedings of the 24th Conference on Computational Natural Language Learning, 2020

Learning to refer informatively by amortizing pragmatic reasoning.

[BibT_eX]

[DOI]

Julia White

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Generalizing meanings from partners to populations: Hierarchical inference supports convention formation on networks.

[BibT_eX]

[DOI]

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Meta-Amortized Variational Inference and Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Computational Models of Emotion Inference in Theory of Mind: A Review and Roadmap.

[BibT_eX]

[DOI]

Top. Cogn. Sci., 2019

Pyro: Deep Universal Probabilistic Programming.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Multimodal Generative Models for Compositional Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Learning to Explain: Answering Why-Questions via Rephrasing.

[BibT_eX]

[DOI]

Allen Nie

Erin D. Bennett

CoRR, 2019

Generative Grading: Neural Approximate Parsing for Automated Student Feedback.

[BibT_eX]

[DOI]

CoRR, 2019

When redundancy is rational: A Bayesian approach to 'overinformative' referring expressions.

[BibT_eX]

[DOI]

CoRR, 2019

Variational Estimators for Bayesian Optimal Experimental Design.

[BibT_eX]

[DOI]

CoRR, 2019

Pragmatic inference and visual abstraction enable contextual flexibility during visual communication.

[BibT_eX]

[DOI]

CoRR, 2019

Shaping Visual Representations with Language for Few-shot Classification.

[BibT_eX]

[DOI]

Percy Liang

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

Variational Bayesian Optimal Experimental Design.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Lost in Machine Translation: A Method to Reduce Meaning Loss.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Tensor Variable Elimination for Plated Factor Graphs.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

Shapeglot: Learning Language for Shape Differentiation.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Extending Rationality.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Disentangling contributions of visual information and interaction history in the formation of graphical conventions.

[BibT_eX]

[DOI]

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

The first crank of the cultural ratchet: Learning and transmitting concepts through language.

[BibT_eX]

[DOI]

Sahil Chopra

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Differentiable Antithetic Sampling for Variance Reduction in Stochastic Variational Inference.

[BibT_eX]

[DOI]

Stefano Ermon

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

DisSent: Learning Sentence Representations from Explicit Discourse Relations.

[BibT_eX]

[DOI]

Allen Nie

Erin Bennett

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Learning from Omission.

[BibT_eX]

[DOI]

Bill McDowell

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Planning, Inference, and Pragmatics in Sequential Language Games.

[BibT_eX]

[DOI]

Fereshte Khani

Percy Liang

Trans. Assoc. Comput. Linguistics, 2018

Joint Mapping and Calibration via Differentiable Sensor Fusion.

[BibT_eX]

[DOI]

CoRR, 2018

An Incremental Iterated Response Model of Pragmatics.

[BibT_eX]

[DOI]

CoRR, 2018

Speakers account for asymmetries in visual perspective so listeners don't have to.

[BibT_eX]

[DOI]

Hyowon Gweon

CoRR, 2018

Pragmatically Informative Image Captioning with Character-Level Reference.

[BibT_eX]

[DOI]

CoRR, 2018

Bias and Generalization in Deep Generative Models: An Empirical Study.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Multimodal Generative Models for Scalable Weakly-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Pragmatically Informative Image Captioning with Character-Level Inference.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Generalizations, from representation to transmission.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Statistics as Pottery: Bayesian Data Analysis using Probabilistic Programs.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Deriving uniform information density behavior in pragmatic agents.

[BibT_eX]

[DOI]

Benjamin N. Peloquin

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

webppl-oed: A practical optimal experiment design system.

[BibT_eX]

[DOI]

Long Ouyang

Daniel Ly

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Emerging abstractions: Lexical conventions are shaped by communicative context.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

Evaluating Compositionality in Sentence Embeddings.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

An Information-Theoretic Explanation of Adjective Ordering Preferences.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2017

Adjectival vagueness in a Bayesian model of interpretation.

[BibT_eX]

[DOI]

Daniel Lassiter

Synth., 2017

DisSent: Sentence Representation Learning from Explicit Discourse Relations.

[BibT_eX]

[DOI]

Allen Nie

Erin D. Bennett

CoRR, 2017

Learning Disentangled Representations with Semi-Supervised Deep Generative Models.

[BibT_eX]

[DOI]

Siddharth Narayanaswamy

Brooks Paige

Jan-Willem van de Meent

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

"I won't lie, it wasn't amazing": Modeling polite indirect speech.

[BibT_eX]

[DOI]

Erica J. Yoon

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Warm (for winter): Comparison class understanding in vague language.

[BibT_eX]

[DOI]

Michael Lopez-Brau

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Mentioning atypical properties of objects is communicatively efficient.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Convention-formation in iterated reference games.

[BibT_eX]

[DOI]

Mike Frank

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Amortized Hypothesis Generation.

[BibT_eX]

[DOI]

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016

A pragmatic theory of generic language.

[BibT_eX]

[DOI]

CoRR, 2016

Inducing Interpretable Representations with Variational Autoencoders.

[BibT_eX]

[DOI]

N. Siddharth

Brooks Paige

Alban Desmaison

Jan-Willem van de Meent

CoRR, 2016

Neurally-Guided Procedural Models: Learning to Guide Procedural Models with Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Deep Amortized Inference for Probabilistic Programs.

[BibT_eX]

[DOI]

Daniel Ritchie

Paul Horsfall

CoRR, 2016

Practical optimal experiment design with probabilistic programs.

[BibT_eX]

[DOI]

Long Ouyang

Daniel Ly

CoRR, 2016

A Computational Model of Linguistic Humor in Puns.

[BibT_eX]

[DOI]

Roger Levy

Cogn. Sci., 2016

Neurally-Guided Procedural Models: Amortized Inference for Procedural Graphics Programs using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learning to Generate Compositional Color Descriptions.

[BibT_eX]

[DOI]

Will Monroe

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Talking with tact: Polite language as a balance between informativity and kindness.

[BibT_eX]

[DOI]

Erica J. Yoon

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

The Pragmatics of Spatial Language.

[BibT_eX]

[DOI]

Tomer D. Ullman

Yang Xu

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Communicating generalizations about events.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

A rational speech-act model of projective content.

[BibT_eX]

[DOI]

Ciyang Qing

Daniel Lassiter

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Emotions in lay explanations of behavior.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Empirical and Computational Approaches to Metaphor and Figurative Meaning.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

The Emergence of Conventions.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Conversational expectations account for apparent limits on theory of mind use.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

Animal, dog, or dalmatian? Level of abstraction in nominal referring expressions.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

What does the crowd believe? A hierarchical approach to estimating subjective beliefs from empirical data.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

C3: Lightweight Incrementalized MCMC for Probabilistic Programs using Continuations and Callsite Caching.

[BibT_eX]

[DOI]

Daniel Ritchie

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

Learning the Preferences of Ignorant, Inconsistent Agents.

[BibT_eX]

[DOI]

Owain Evans

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic.

[BibT_eX]

[DOI]

Thomas L. Griffiths

Falk Lieder

Top. Cogn. Sci., 2015

The Strategic Use of Noise in Pragmatic Reasoning.

[BibT_eX]

[DOI]

Leon Bergen

Top. Cogn. Sci., 2015

Controlling procedural modeling programs with stochastically-ordered sequential Monte Carlo.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2015

Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs.

[BibT_eX]

[DOI]

CoRR, 2015

Generating Design Suggestions under Tight Constraints with Gradient-based Probabilistic Programming.

[BibT_eX]

[DOI]

Comput. Graph. Forum, 2015

Toddlers Always Get the Last Word: Recency biases in early verbal behavior.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Near-misses sting even when they are uncontrollable.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Emergent Collective Sensing in Human Groups.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Let's talk (ironically) about the weather: Modeling verbal irony.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

A Resource-Rational Approach to the Causal Frame Problem.

[BibT_eX]

[DOI]

Thomas Icard

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

So good it has to be true: Wishful thinking in theory of mind.

[BibT_eX]

[DOI]

Daniel Hawthorne-Madell

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Why do you ask? Good questions provoke informative answers.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

How, whether, why: Causal judgments as counterfactual contrasts.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Wonky worlds: Listeners revise world knowledge when utterances are odd.

[BibT_eX]

[DOI]

Judith Degen

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Extremely costly intensifiers are stronger than quite costly ones.

[BibT_eX]

[DOI]

Erin Bennett

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Not by number alone: The effect of teachers' knowledge and its value in evaluating "sins of omission".

[BibT_eX]

[DOI]

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014

Reasoning about reasoning by nested conditioning: Modeling theory of mind with probabilistic programs.

[BibT_eX]

[DOI]

Cogn. Syst. Res., 2014

One and Done? Optimal Decisions From Very Few Samples.

[BibT_eX]

[DOI]

Cogn. Sci., 2014

Learning physical theories from dynamical scenes.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Some arguments are probably valid: Syllogistic reasoning as communication.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Understanding Affective Cognition: Frontiers in modeling reasoning about others' emotions.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Formalizing the Pragmatics of Metaphor Understanding.

[BibT_eX]

[DOI]

Leon Bergen

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Probability, programs, and the mind: Building structured Bayesian models of cognition.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

From counterfactual simulation to causal judgment.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Amortized Inference in Probabilistic Reasoning.

[BibT_eX]

[DOI]

Samuel Gershman

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Symposium: The Role of Alternatives in Pragmatic Inference.

[BibT_eX]

[DOI]

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Lost your marbles? The puzzle of dependent measures in experimental pragmatics.

[BibT_eX]

[DOI]

Judith Degen

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

Generating Efficient MCMC Kernels from Probabilistic Programs.

[BibT_eX]

[DOI]

Lingfeng Yang

Pat Hanrahan

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

Knowledge and Implicature: Modeling Language Understanding as Social Cognition.

[BibT_eX]

[DOI]

Top. Cogn. Sci., 2013

The principles and practice of probabilistic programming.

[BibT_eX]

[DOI]

Proceedings of the 40th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2013

Learning Stochastic Inverses.

[BibT_eX]

[DOI]

Jessica Taylor

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Learning and using language via recursive pragmatic reasoning about other agents.

[BibT_eX]

[DOI]

Nathaniel J. Smith

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Minimal Nativism: How does cognitive development get off the ground?

[BibT_eX]

[DOI]

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

Learned helplessness and generalization.

[BibT_eX]

[DOI]

Falk Lieder

Quentin J. M. Huys

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

The Funny Thing About Incongruity: A Computational Model of Humor in Puns.

[BibT_eX]

[DOI]

Roger Levy

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

Synthesizing open worlds with constraints using locally annealed reversible jump MCMC.

[BibT_eX]

[DOI]

ACM Trans. Graph., 2012

Learning design patterns with bayesian grammar induction.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, 2012

A Dynamic Programming Algorithm for Inference in Recursive Probabilistic Programs.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Statistical Relational AI (StaRAI-12), 2012

"Burn-in, bias, and the rationality of anchoring".

[BibT_eX]

[DOI]

Falk Lieder

Thomas L. Griffiths

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

How many kinds of reasoning? Inference, probability, and natural language semantics.

[BibT_eX]

[DOI]

Daniel Lassiter

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Noisy Newtons: Unifying process and dependency accounts of causal attribution.

[BibT_eX]

[DOI]

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

Ping Pong in Church: Productive use of concepts in human probabilistic inference.

[BibT_eX]

[DOI]

Tobias Gerstenberg

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

That's what she (could have) said: How alternative utterances affect language use.

[BibT_eX]

[DOI]

Leon Bergen

Roger Levy

Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011

Lightweight Implementations of Probabilistic Programming Languages Via Transformational Compilation.

[BibT_eX]

[DOI]

David Wingate

Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, 2011

Inducing Probabilistic Programs by Bayesian Program Merging

[BibT_eX]

[DOI]

Irvin Hwang

CoRR, 2011

Nonstandard Interpretations of Probabilistic Programs for Efficient Inference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Bayesian Policy Search with Policy Priors.

[BibT_eX]

[DOI]

David Wingate

Daniel M. Roy

Leslie Pack Kaelbling

Proceedings of the IJCAI 2011, 2011

Learning and the language of thought.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Forward Physics: How people learn and generalize novel dynamical models.

[BibT_eX]

[DOI]

Tomer D. Ullman

Josh Tenenbaum

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Ad-hoc scalar implicature in adults and children.

[BibT_eX]

[DOI]

Alex Stiller

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Productivity and Reuse in Language: a Developmental Study.

[BibT_eX]

[DOI]

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Productivity and Reuse in Language.

[BibT_eX]

[DOI]

Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

2010

Learning to Learn Causal Models.

[BibT_eX]

[DOI]

Charles Kemp