Ellie Pavlick

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 119

Top Venues

CoRR

EMNLP

ACL (1)

ICLR

Publications

Sam Musker, Alex Duchnowski, Raphaël Millière, Ellie Pavlick
Semantic Structure-Mapping in LLM and Human Analogical Reasoning. CoRR (2024)
Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick
Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks. CoRR (2024)
Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. EACL (Findings) (2024)
Jacob Russin, Ellie Pavlick, Michael J. Frank
Human Curriculum Effects Emerge with In-Context Learning in Neural Networks. CoRR (2024)
Stella Biderman, Hailey Schoelkopf, Lintang Sutawika, Leo Gao, Jonathan Tow, Baber Abbasi, Alham Fikri Aji, Pawan Sasanka Ammanamanchi, Sidney Black, Jordan Clive, Anthony DiPofi, Julen Etxaniz, Benjamin Fattori, Jessica Zosa Forde, Charles Foster, Jeffrey Hsu, Mimansa Jaiswal, Wilson Y. Lee, Haonan Li, Charles Lovering, Niklas Muennighoff, Ellie Pavlick, Jason Phang, Aviya Skowron, Samson Tan, Xiangru Tang, Kevin A. Wang, Genta Indra Winata, François Yvon, Andy Zou
Lessons from the Trenches on Reproducible Evaluation of Language Models. CoRR (2024)
Senjuti Dutta, Sherol Chen, Sunny Mak, Amnah Ahmad, Katherine Maeve Collins, Alena Butryna, Deepak Ramachandran, Krishnamurthy Dvijotham, Ellie Pavlick, Ravi Rajakumar
Understanding Subjectivity through the Lens of Motivational Context in Model-Generated Image Satisfaction. CoRR (2024)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models. CoRR (2024)
Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre, Brenden M. Lake, Ellie Pavlick
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects. CoRR (2024)
Kunal Handa, Yarin Gal, Ellie Pavlick, Noah D. Goodman, Jacob Andreas, Alex Tamkin, Belinda Z. Li
Bayesian Preference Elicitation with Language Models. CoRR (2024)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Language Models Implement Simple Word2Vec-style Vector Arithmetic. NAACL-HLT (2024)
Tianze Hua, Tian Yun, Ellie Pavlick
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? CoRR (2024)
Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting. CoRR (2024)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Circuit Component Reuse Across Tasks in Transformer Language Models. ICLR (2024)
Albert Webson, Alyssa Marie Loo, Qinan Yu, Ellie Pavlick
Are Language Models Worse than Humans at Following Prompts? It's Complicated. CoRR (2023)
Qinan Yu, Jack Merullo, Ellie Pavlick
Characterizing Mechanisms for Factual Recall in Language Models. EMNLP (2023)
Michael A. Lepori, Thomas Serre, Ellie Pavlick
Uncovering Intermediate Variables in Transformers using Circuit Probing. CoRR (2023)
Michael A. Lepori, Thomas Serre, Ellie Pavlick
Break It Down: Evidence for Structural Compositionality in Neural Networks. CoRR (2023)
Kelvin Guu, Albert Webson, Ellie Pavlick, Lucas Dixon, Ian Tenney, Tolga Bolukbasi
Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs. CoRR (2023)
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models. Trans. Mach. Learn. Res. 2023 (2023)
Alexa R. Tartaglini, Sheridan Feucht, Michael A. Lepori, Wai Keen Vong, Charles Lovering, Brenden M. Lake, Ellie Pavlick
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations. CoRR (2023)
Enyan Zhang, Michael A. Lepori, Ellie Pavlick
Instilling Inductive Biases with Subnetworks. CoRR (2023)
Apoorv Khandelwal, Ellie Pavlick, Chen Sun
Analyzing Modular Approaches for Visual Question Decomposition. EMNLP (2023)
Dylan Ebert, Chen Sun, Ellie Pavlick
Comparing Trajectory and Vision Modalities for Verb Representation. CoRR (2023)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Circuit Component Reuse Across Tasks in Transformer Language Models. CoRR (2023)
Tian Yun, Zilai Zeng, Kunal Handa, Ashish V. Thapliyal, Bo Pang, Ellie Pavlick, Chen Sun
Emergence of Abstract State Representations in Embodied Sequence Modeling. CoRR (2023)
Michael A. Lepori, Ellie Pavlick, Thomas Serre
NeuroSurgeon: A Toolkit for Subnetwork Analysis. CoRR (2023)
Charles Lovering, Ellie Pavlick
Training Priors Predict Text-To-Image Model Performance. CoRR (2023)
Sam Musker, Ellie Pavlick
Testing Causal Models of Word Meaning in GPT-3 and -4. CoRR (2023)
Qinan Yu, Jack Merullo, Ellie Pavlick
Characterizing Mechanisms for Factual Recall in Language Models. CoRR (2023)
Aaron Traylor, Roman Feiman, Ellie Pavlick
Can Neural Networks Learn Implicit Logic from Physical Reasoning? ICLR (2023)
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts? Trans. Mach. Learn. Res. 2023 (2023)
Tian Yun, Zilai Zeng, Kunal Handa, Ashish V. Thapliyal, Bo Pang, Ellie Pavlick, Chen Sun
Emergence of Abstract State Representations in Embodied Sequence Modeling. EMNLP (2023)
Apoorv Khandelwal, Ellie Pavlick, Chen Sun
Analyzing Modular Approaches for Visual Question Decomposition. CoRR (2023)
Albert Webson, Alyssa Marie Loo, Qinan Yu, Ellie Pavlick
Are Language Models Worse than Humans at Following Prompts? It's Complicated. EMNLP (Findings) (2023)
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
Language Models Implement Simple Word2Vec-style Vector Arithmetic. CoRR (2023)
Michael A. Lepori, Thomas Serre, Ellie Pavlick
Break It Down: Evidence for Structural Compositionality in Neural Networks. NeurIPS (2023)
Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
Linearly Mapping from Image to Text Space. ICLR (2023)
Dylan Ebert, Chen Sun, Ellie Pavlick
Do Trajectories Encode Verb Meaning? NAACL-HLT (2022)
Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
Pretraining on Interactions for Learning Grounded Affordance Representations. CoRR (2022)
Dylan Ebert, Chen Sun, Ellie Pavlick
Do Trajectories Encode Verb Meaning? CoRR (2022)
Charles Lovering, Jessica Zosa Forde, George Konidaris, Ellie Pavlick, Michael L. Littman
Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in Hex. CoRR (2022)
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
Do Vision-Language Pretrained Models Learn Primitive Concepts? CoRR (2022)
Charles Lovering, Ellie Pavlick
Unit Testing for Concepts in Neural Networks. Trans. Assoc. Comput. Linguistics 10 (2022)
Charles Lovering, Ellie Pavlick
Unit Testing for Concepts in Neural Networks. CoRR (2022)
Roma Patel, Ellie Pavlick
Mapping Language Models to Grounded Conceptual Spaces. ICLR (2022)
Martha Lewis, Qinan Yu, Jack Merullo, Ellie Pavlick
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models. CoRR (2022)
Teven Le Scao, Angela Fan, Christopher Akiki, Ellie Pavlick, Suzana Ilic, Daniel Hesslow, Roman Castagné, Alexandra Sasha Luccioni, François Yvon, Matthias Gallé, Jonathan Tow, Alexander M. Rush, Stella Biderman, Albert Webson, Pawan Sasanka Ammanamanchi, Thomas Wang, Benoît Sagot, Niklas Muennighoff, Albert Villanova del Moral, Olatunji Ruwase, Rachel Bawden, Stas Bekman, Angelina McMillan-Major, Iz Beltagy, Huu Nguyen, Lucile Saulnier, Samson Tan, Pedro Ortiz Suarez, Victor Sanh, Hugo Laurençon, Yacine Jernite, Julien Launay, Margaret Mitchell, Colin Raffel, Aaron Gokaslan, Adi Simhi, Aitor Soroa, Alham Fikri Aji, Amit Alfassy, Anna Rogers, Ariel Kreisberg Nitzav, Canwen Xu, Chenghao Mou, Chris Emezue, Christopher Klamm, Colin Leong, Daniel van Strien, David Ifeoluwa Adelani, et al.
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model. CoRR (2022)
Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
Pretraining on Interactions for Learning Grounded Affordance Representations. *SEM@NAACL-HLT (2022)
Albert Webson, Ellie Pavlick
Do Prompt-Based Models Really Understand the Meaning of Their Prompts? NAACL-HLT (2022)
Thibault Sellam, Steve Yadlowsky, Ian Tenney, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Raluca Turc, Jacob Eisenstein, Dipanjan Das, Ellie Pavlick
The MultiBERTs: BERT Reproductions for Robustness Analysis. ICLR (2022)
Thao Nguyen, Nakul Gopalan, Roma Patel, Matt Corsaro, Ellie Pavlick, Stefanie Tellex
Affordance-based robot object retrieval. Auton. Robots 46 (1) (2022)
Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
Linearly Mapping from Image to Text Space. CoRR (2022)
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Matthew Berg, Ellie Pavlick, Stefanie Tellex
Hierarchical planning with state abstractions for temporal task specifications. Auton. Robots 46 (6) (2022)
Charles Lovering, Jessica Forde, George Konidaris, Ellie Pavlick, Michael L. Littman
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex. NeurIPS (2022)
Babak Hemmatian, Sheridan Feucht, Rachel Avram, Alexander Wey, Muskaan Garg, Kate Spitalnic, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
A Novel Corpus of Discourse Structure in Humans and Computers. CoRR (2021)
Sheridan Feucht, Babak Hemmatian, Rachel Avram, Alexander Wey, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality. CogSci (2021)
Roma Patel, Ellie Pavlick
"Was it "stated" or was it "claimed"?: How linguistic bias affects generative language models. EMNLP (1) (2021)
Kaiyu Zheng, Deniz Bayazit, Rebecca Mathew, Ellie Pavlick, Stefanie Tellex
Spatial Language Understanding for Object Search in Partially Observed City-scale Environments. RO-MAN (2021)
Alexander Wey, Babak Hemmatian, Rachel Avram, Sheridan Feucht, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
Can computers tell a story? Discourse Structure in Computer-generated Text and Humans. CogSci (2021)
Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color. CoRR (2021)
Charles Lovering, Rohan Jha, Tal Linzen, Ellie Pavlick
Predicting Inductive Biases of Pre-Trained Models. ICLR (2021)
Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick
Frequency Effects on Syntactic Rule Learning in Transformers. CoRR (2021)
Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering. ACL/IJCNLP (1) (2021)
Aaron Traylor, Roman Feiman, Ellie Pavlick
AND does not mean OR: Using Formal Languages to Study Language Models' Representations. ACL/IJCNLP (2) (2021)
Albert Webson, Ellie Pavlick
Do Prompt-Based Models Really Understand the Meaning of their Prompts? CoRR (2021)
Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color. CoNLL (2021)
Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering. CoRR (2021)
Tian Yun, Chen Sun, Ellie Pavlick
Does Vision-and-Language Pretraining Improve Lexical Grounding? CoRR (2021)
Thibault Sellam, Steve Yadlowsky, Jason Wei, Naomi Saphra, Alexander D'Amour, Tal Linzen, Jasmijn Bastings, Iulia Turc, Jacob Eisenstein, Dipanjan Das, Ian Tenney, Ellie Pavlick
The MultiBERTs: BERT Reproductions for Robustness Analysis. CoRR (2021)
Nam Do, Ellie Pavlick
Are Rotten Apples Edible? Challenging Commonsense Inference Ability with Exceptions. ACL/IJCNLP (Findings) (2021)
Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick
Frequency Effects on Syntactic Rule Learning in Transformers. EMNLP (1) (2021)
Tian Yun, Chen Sun, Ellie Pavlick
Does Vision-and-Language Pretraining Improve Lexical Grounding? EMNLP (Findings) (2021)
Kaiyu Zheng, Deniz Bayazit, Rebecca Mathew, Ellie Pavlick, Stefanie Tellex
Spatial Language Understanding for Object Search in Partially Observed Cityscale Environments. CoRR (2020)
Roma Patel, Ellie Pavlick, Stefanie Tellex
Grounding Language to Non-Markovian Tasks with No Supervision of Task Specifications. Robotics: Science and Systems (2020)
Dylan Ebert, Ellie Pavlick
A Visuospatial Dataset for Naturalistic Verb Learning. CoRR (2020)
Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces. CoRR (2020)
Talie Massachi, Grant Fong, Varun Mathur, Sachin R. Pendse, Gabriela Hoefer, Jessica J. Fu, Chong Wang, Nikita Ramoji, Nicole R. Nugent, Megan L. Ranney, Daniel P. Dickstein, Michael F. Armey, Ellie Pavlick, Jeff Huang
Sochiatrist: Signals of Affect in Messaging Data. Proc. ACM Hum. Comput. Interact. 4 (CSCW2) (2020)
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
What Happens To BERT Embeddings During Fine-tuning? CoRR (2020)
Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick
Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces. EMNLP (1) (2020)
Matthew Berg, Deniz Bayazit, Rebecca Mathew, Ariel Rotter-Aboyoun, Ellie Pavlick, Stefanie Tellex
Grounding Language to Landmarks in Arbitrary Outdoor Environments. ICRA (2020)
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
What Happens To BERT Embeddings During Fine-tuning? BlackboxNLP@EMNLP (2020)
Kellie Webster, Xuezhi Wang, Ian Tenney, Alex Beutel, Emily Pitler, Ellie Pavlick, Jilin Chen, Slav Petrov
Measuring and Reducing Gendered Correlations in Pre-trained Models. CoRR (2020)
Rohan Jha, Charles Lovering, Ellie Pavlick
When does data augmentation help generalization in NLP? CoRR (2020)
Charles Lovering, Ellie Pavlick
Self-play for Data Efficient Language Acquisition. CoRR (2020)
Yonatan Belinkov, Sebastian Gehrmann, Ellie Pavlick
Interpretability and Analysis in Neural NLP. ACL (tutorial) (2020)
Dylan Ebert, Ellie Pavlick
A Visuospatial Dataset for Naturalistic Verb Learning. *SEM@COLING (2020)
Thao Nguyen, Nakul Gopalan, Roma Patel, Matt Corsaro, Ellie Pavlick, Stefanie Tellex
Robot Object Retrieval with Contextual Natural Language Queries. CoRR (2020)
Thao Nguyen, Nakul Gopalan, Roma Patel, Matthew Corsaro, Ellie Pavlick, Stefanie Tellex
Robot Object Retrieval with Contextual Natural Language Queries. Robotics: Science and Systems (2020)
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick
What do you learn from context? Probing for sentence structure in contextualized word representations. ICLR (Poster) (2019)
Ellie Pavlick, Tom Kwiatkowski
Inherent Disagreements in Human Textual Inferences. Trans. Assoc. Comput. Linguistics 7 (2019)
Najoung Kim, Roma Patel, Adam Poliak, Alex Wang, Patrick Xia, R. Thomas McCoy, Ian Tenney, Alexis Ross, Tal Linzen, Benjamin Van Durme, Samuel R. Bowman, Ellie Pavlick
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension. CoRR (2019)
Ian Tenney, Patrick Xia, Berlin Chen, Alex Wang, Adam Poliak, R. Thomas McCoy, Najoung Kim, Benjamin Van Durme, Samuel R. Bowman, Dipanjan Das, Ellie Pavlick
What do you learn from context? Probing for sentence structure in contextualized word representations. CoRR (2019)
Najoung Kim, Roma Patel, Adam Poliak, Patrick Xia, Alex Wang, Tom McCoy, Ian Tenney, Alexis Ross, Tal Linzen, Benjamin Van Durme, Samuel R. Bowman, Ellie Pavlick
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension. *SEM@NAACL-HLT (2019)
Alex Wang, Jan Hula, Patrick Xia, Raghavendra Pappagari, R. Thomas McCoy, Roma Patel, Najoung Kim, Ian Tenney, Yinghui Huang, Katherin Yu, Shuning Jin, Berlin Chen, Benjamin Van Durme, Edouard Grave, Ellie Pavlick, Samuel R. Bowman
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling. ACL (1) (2019)
R. Thomas McCoy, Ellie Pavlick, Tal Linzen
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference. CoRR (2019)
Tom McCoy, Ellie Pavlick, Tal Linzen
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference. ACL (1) (2019)
Alexis Ross, Ellie Pavlick
How well do NLI models capture verb veridicality? EMNLP/IJCNLP (1) (2019)
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex
Planning with State Abstractions for Non-Markovian Task Specifications. Robotics: Science and Systems (2019)
Nicholas Tomlin, Ellie Pavlick
Emergent Compositionality in Signaling Games. CogSci (2019)
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex
Planning with State Abstractions for Non-Markovian Task Specifications. CoRR (2019)

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Publication Activity (10 Years)

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Ellie Pavlick