Peter West

Orcid: 0000-0001-7303-9158

According to our database1, Peter West authored at least 39 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Information-Theoretic Distillation for Reference-less Summarization.
CoRR, 2024

Value Kaleidoscope: Engaging AI with Pluralistic Human Values, Rights, and Duties.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Localized Symbolic Knowledge Distillation for Visual Commonsense Models.
CoRR, 2023

The Generative AI Paradox: "What It Can Create, It May Not Understand".
CoRR, 2023

Generative Models as a Complex Systems Science: How can we make sense of large language model behavior?
CoRR, 2023

Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing.
CoRR, 2023

Localized Symbolic Knowledge Distillation for Visual Commonsense Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Faith and Fate: Limits of Transformers on Compositionality.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generating Sequences by Learning to Self-Correct.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

NovaCOMET: Open Commonsense Foundation Models with Symbolic Knowledge Distillation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

We're Afraid Language Models Aren't Modeling Ambiguity.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation.
CoRR, 2022

QUARK: Controllable Text Generation with Reinforced Unlearning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Symbolic Knowledge Distillation: from General Language Models to Commonsense Models.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

SRIFTY: Swift and Thrifty Distributed Neural Network Training on the Cloud.
Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference.
Proceedings of the Sixteenth International AAAI Conference on Web and Social Media, 2022

Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Probing Factually Grounded Content Transfer with Factual Ablation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Generated Knowledge Prompting for Commonsense Reasoning.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Surface Form Competition: Why the Highest Probability Answer Isn't Always Right.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Srift: Swift and Thrift Cloud-Based Distributed Training.
CoRR, 2020

Reflective Decoding: Unsupervised Paraphrasing and Abductive Reasoning.
CoRR, 2020

PLink: Discovering and Exploiting Locality for Accelerated Distributed Training on the public Cloud.
Proceedings of the Third Conference on Machine Learning and Systems, 2020

Unsupervised Commonsense Question Answering with Self-Talk.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018
"A Game Without Competition Is Hardly a Game": The Impact of Competitions on Player Activity in a Human Computation Game".
Proceedings of the Sixth AAAI Conference on Human Computation and Crowdsourcing, 2018

Common Barriers to the Use of Patient-Generated Data Across Clinical Settings.
Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017
Designing digital and creative scaffolds to strengthen Indigenous nations: being Wiradjuri by practising sovereignty.
Digit. Creativity, 2017

2016
The Quantified Patient in the Doctor's Office: Challenges & Opportunities.
Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Speculative Design and Heterogeneity in Indigenous Nation Building.
Proceedings of the 2016 ACM Conference on Designing Interactive Systems, DIS '16, Brisbane, QLD, Australia, June 04, 2016


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