Peter West

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All published works
Action Title Year Authors
+ Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? 2023 Ari Holtzman
Peter West
Luke Zettlemoyer
+ The Generative AI Paradox: "What It Can Create, It May Not Understand" 2023 Peter West
Ximing Lu
Nouha Dziri
Faeze Brahman
Linjie Li
Jena D. Hwang
Liwei Jiang
Jillian Fisher
Abhilasha Ravichander
Khyathi Raghavi Chandu
+ PDF Chat Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics 2022 Sean Welleck
Peter West
Jize Cao
Yejin Choi
+ PDF Chat Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference 2022 Galen Weld
Peter West
Maria Glenski
David Arbour
Ryan A. Rossi
Tim Althoff
+ PDF Chat Symbolic Knowledge Distillation: from General Language Models to Commonsense Models 2022 Peter West
Chandra Bhagavatula
Jack Hessel
Jena D. Hwang
Liwei Jiang
Ronan Le Bras
Ximing Lu
Sean Welleck
Yejin Choi
+ PDF Chat Generated Knowledge Prompting for Commonsense Reasoning 2022 Jiacheng Liu
Alisa Liu
Ximing Lu
Sean Welleck
Peter West
Ronan Le Bras
Yejin Choi
Hannaneh Hajishirzi
+ PDF Chat NeuroLogic A*esque Decoding: Constrained Text Generation with Lookahead Heuristics 2022 Ximing Lu
Sean Welleck
Peter West
Liwei Jiang
Jungo Kasai
Daniel Khashabi
Ronan Le Bras
Lianhui Qin
Youngjae Yu
Rowan Zellers
+ Reflective Decoding: Unsupervised Paraphrasing and Abductive Reasoning 2021 Peter West
Ximing Lu
Ari Holtzman
Chandra Bhagavatula
Jena D. Hwang
Yejin Choi
+ Surface Form Competition: Why the Highest Probability Answer Isn't Always Right 2021 Ari Holtzman
Peter West
Vered Schwartz
Yejin Choi
Luke Zettlemoyer
+ Surface Form Competition: Why the Highest Probability Answer Isn't Always Right. 2021 Ari Holtzman
Peter West
Vered Shwartz
Yejin Choi
Luke Zettlemoyer
+ PDF Chat NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints 2021 Ximing Lu
Peter West
Rowan Zellers
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
+ Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models 2021 Peter West
Ximing Lu
Ari Holtzman
Chandra Bhagavatula
Jena D. Hwang
Yejin Choi
+ PDF Chat Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right 2021 Ari Holtzman
Peter West
Vered Shwartz
Yejin Choi
Luke Zettlemoyer
+ Reflective Decoding: Beyond Unidirectional Generation with Off-the-Shelf Language Models 2020 Peter West
Ximing Lu
Ari Holtzman
Chandra Bhagavatula
Jena D. Hwang
Yejin Choi
+ Unsupervised Commonsense Question Answering with Self-Talk 2020 Vered Shwartz
Peter West
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
+ Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning 2020 Lianhui Qin
Vered Shwartz
Peter West
Chandra Bhagavatula
Jena D. Hwang
Ronan Le Bras
Antoine Bosselut
Yejin Choi
+ NeuroLogic Decoding: (Un)supervised Neural Text Generation with Predicate Logic Constraints 2020 Ximing Lu
Peter West
Rowan Zellers
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
+ Back to the Future: Unsupervised Backprop-based Decoding for Counterfactual and Abductive Commonsense Reasoning 2020 Lianhui Qin
Vered Shwartz
Peter West
Chandra Bhagavatula
Jena D. Hwang
Ronan Le Bras
Antoine Bosselut
Yejin Choi
+ Unsupervised Commonsense Question Answering with Self-Talk 2020 Vered Shwartz
Peter West
Ronan Le Bras
Chandra Bhagavatula
Yejin Choi
+ BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle 2019 Peter West
Ari Holtzman
Jan Buys
Yejin Choi
+ BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle 2019 Peter West
Ari Holtzman
Jan Buys
Yejin Choi
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ COMET: Commonsense Transformers for Automatic Knowledge Graph Construction 2019 Antoine Bosselut
Hannah Rashkin
Maarten Sap
Chaitanya Malaviya
Aslı Çelikyılmaz
Yejin Choi
7
+ PDF Chat CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling 2019 Ning Miao
Hao Zhou
Lili Mou
Rui Yan
Lei Li
7
+ Commonsense Knowledge Mining from Pretrained Models 2019 Joe Davison
Joshua Feldman
Alexander M. Rush
7
+ The Curious Case of Neural Text Degeneration 2019 Ari Holtzman
Jan Buys
Li Du
Maxwell Forbes
Yejin Choi
7
+ PDF Chat The Measurement of Observer Agreement for Categorical Data 1977 J. Richard Landis
Gary G. Koch
6
+ Measuring nominal scale agreement among many raters. 1971 Joseph L. Fleiss
5
+ Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge 2018 Peter E. Clark
Isaac Cowhey
Oren Etzioni
Tushar Khot
Ashish Sabharwal
Carissa Schoenick
Oyvind Tafjord
5
+ Language Models are Few-Shot Learners 2020 T. B. Brown
Benjamin F. Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
Prafulla Dhariwal
Arvind Neelakantan
Pranav Shyam
Girish Sastry
Amanda Askell
5
+ AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts 2020 Taylor Shin
Yasaman Razeghi
Robert L. Logan
Eric Wallace
Sameer Singh
5
+ The Curious Case of Neural Text Degeneration 2020 Ari Holtzman
Jan Buys
Leo Du
Maxwell Forbes
Yejin Choi
5
+ PDF Chat ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning 2019 Maarten Sap
Ronan Le Bras
Emily Allaway
Chandra Bhagavatula
Nicholas Lourie
Hannah Rashkin
Brendan Roof
Noah A. Smith
Yejin Choi
5
+ Language Models as Knowledge Bases? 2019 Fabio Petroni
Tim RocktÀschel
Sebastian Riedel
Patrick Lewis
Anton Bakhtin
Yuxiang Wu
Alexander Miller
4
+ PDF Chat Prompt Programming for Large Language Models: Beyond the Few-Shot Paradigm 2021 Laria Reynolds
Kyle McDonell
4
+ Neural Text Generation with Unlikelihood Training 2019 Sean Welleck
Ilia Kulikov
Stephen Roller
Emily Dinan
Kyunghyun Cho
Jason Weston
4
+ WARP: Word-level Adversarial ReProgramming 2021 Karen Hambardzumyan
Hrant Khachatrian
Jonathan May
4
+ Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference 2021 Timo Schick
Hinrich SchĂŒtze
3
+ PDF Chat CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP 2021 Qinyuan Ye
Bill Yuchen Lin
Xiang Ren
3
+ True Few-Shot Learning with Language Models 2021 Ethan Perez
Douwe Kiela
Kyunghyun Cho
3
+ PDF Chat UNIFIEDQA: Crossing Format Boundaries with a Single QA System 2020 Daniel Khashabi
Sewon Min
Tushar Khot
Ashish Sabharwal
Oyvind Tafjord
Peter E. Clark
Hannaneh Hajishirzi
3
+ KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning 2019 Bill Yuchen Lin
Xinyue Chen
Jamin Chen
Xiang Ren
3
+ Explaining Question Answering Models through Text Generation 2020 Veronica Latcinnik
Jonathan Berant
3
+ CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning 2020 Bill Yuchen Lin
Wangchunshu Zhou
Ming Shen
Pei Zhou
Chandra Bhagavatula
Yejin Choi
Xiang Ren
3
+ Neural Machine Translation Decoding with Terminology Constraints 2018 Eva Hasler
AdriĂ  de Gispert
Gonzalo Iglesias
Bill Byrne
3
+ PDF Chat Neural Machine Translation with Byte-Level Subwords 2020 Changhan Wang
Kyunghyun Cho
Jiatao Gu
3
+ DLGNet: A Transformer-based Model for Dialogue Response Generation 2020 Olabiyi Oluwatobi
Erik T. Mueller
3
+ Improving Neural Story Generation by Targeted Common Sense Grounding 2019 Huanru Henry Mao
Bodhisattwa Prasad Majumder
Julian McAuley
Garrison W. Cottrell
3
+ Annotation Artifacts in Natural Language Inference Data 2018 Suchin Gururangan
Swabha Swayamdipta
Omer Levy
Roy Schwartz
Samuel R. Bowman
Noah A. Smith
3
+ Unsupervised Neural Machine Translation 2017 Mikel Artetxe
Gorka Labaka
Eneko Agirre
Kyunghyun Cho
3
+ Unsupervised Context Rewriting for Open Domain Conversation 2019 Kun Zhou
Kai Zhang
Yu Wu
Shujie Liu
Jingsong Yu
3
+ PDF Chat Neural Machine Translation of Rare Words with Subword Units 2016 Rico Sennrich
Barry Haddow
Alexandra Birch
3
+ PDF Chat Communicative Efficiency, Uniform Information Density, and the Rational Speech Act theory 2018 Roger LĂ©vy
3
+ PDF Chat Sparse Sequence-to-Sequence Models 2019 Ben Peters
Vlad Niculae
André F. T. Martins
3
+ Social IQa: Commonsense Reasoning about Social Interactions 2019 Maarten Sap
Hannah Rashkin
Derek Chen
Ronan Le Bras
Yejin Choi
3
+ Modeling Semantic Plausibility by Injecting World Knowledge 2018 Su Wang
Greg Durrett
Katrin Erk
3
+ Sequence to Backward and Forward Sequences: A Content-Introducing Approach to Generative Short-Text Conversation 2016 Lili Mou
Yiping Song
Rui Yan
Ge Li
Lu Zhang
Zhi Jin
3
+ PDF Chat A Diversity-Promoting Objective Function for Neural Conversation Models 2016 Jiwei Li
Michel Galley
Chris Brockett
Jianfeng Gao
Bill Dolan
3
+ BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 2018 Jacob Devlin
Ming‐Wei Chang
Kenton Lee
Kristina Toutanova
3
+ PDF Chat Guided Open Vocabulary Image Captioning with Constrained Beam Search 2017 Peter Anderson
Basura Fernando
Mark Johnson
Stephen Jay Gould
3
+ Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation 2018 Matt Post
David Vilar
3
+ PDF Chat Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search 2017 Chris Hokamp
Qun Liu
3
+ PDF Chat Character-Level Language Modeling with Deeper Self-Attention 2019 Rami Al‐Rfou
Dokook Choe
Noah Constant
Mandy Guo
Llion Jones
3
+ HellaSwag: Can a Machine Really Finish Your Sentence? 2019 Rowan Zellers
Ari Holtzman
Yonatan Bisk
Ali Farhadi
Yejin Choi
3
+ Training Neural Machine Translation to Apply Terminology Constraints 2019 Georgiana Dinu
Prashant Mathur
Marcello Federico
Yaser Al-Onaizan
3
+ PDF Chat Hierarchical Neural Story Generation 2018 Angela Fan
Mike Lewis
Yann Dauphin
3
+ PDF Chat RACE: Large-scale ReAding Comprehension Dataset From Examinations 2017 Guokun Lai
Qizhe Xie
Hanxiao Liu
Yiming Yang
Eduard Hovy
3
+ PDF Chat ConceptNet 5.5: An Open Multilingual Graph of General Knowledge 2017 Robert E. Speer
Joshua Chin
Catherine Havasi
3
+ PDF Chat Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering 2018 Todor Mihaylov
Peter E. Clark
Tushar Khot
Ashish Sabharwal
3
+ Explain Yourself! Leveraging Language Models for Commonsense Reasoning 2019 Nazneen Fatema Rajani
Bryan McCann
Caiming Xiong
Richard Socher
3
+ Toward Controlled Generation of Text 2017 Zhiting Hu
Zichao Yang
Xiaodan Liang
Ruslan Salakhutdinov
Eric P. Xing
3
+ DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter 2019 Victor Sanh
Lysandre Debut
Julien Chaumond
Thomas Wolf
3