Ellie Pavlick

163 papers A* 23B 13Journal 84Unranked 42
YearRankTypeTitle / Venue / Authors
2025 — conf
A Knapsack by Any Other Name: Presentation impacts LLM performance on NP-hard problems.
EMNLP (Findings)
Alex Duchnowski, Ellie Pavlick, Alexander Koller
2025 J jnl
Born a Transformer - Always a Transformer?
CoRR
Yana Veitsman, Mayank Jobanputra, Yash Raj Sarrof, Aleksandra Bakalova, Vera Demberg, Ellie Pavlick, Michael Hahn
2025 J jnl
Can LLMs subtract numbers?
CoRR
Mayank Jobanputra, Nils Philipp Walter, Maitrey Mehta, Blerta Veseli, Evan Parker Kelly Chapple, Yifan Wang, Sneha Chetani, Ellie Pavlick, Antonio Vergari, Vera Demberg
2025 B conf
Cognitively Inspired Interpretability in Large Neural Networks.
CogSci
Anna Leshinskaya, Taylor W. Webb, Ellie Pavlick, Jiahai Feng, Gustaw Opielka, Claire E. Stevenson, Idan A. Blank
2025 J jnl
Does Training on Synthetic Data Make Models Less Robust?
CoRR
Lingze Zhang, Ellie Pavlick
2025 A* conf
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting.
ICLR
Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick
2025 J jnl
EHOP: A Dataset of Everyday NP-Hard Optimization Problems.
CoRR
Alex Duchnowski, Ellie Pavlick, Alexander Koller
2025 J jnl
From Prediction to Understanding: Will AI Foundation Models Transform Brain Science?
CoRR
Thomas Serre, Ellie Pavlick
2025 J jnl
How Do Language Models Compose Functions?
CoRR
Apoorv Khandelwal, Ellie Pavlick
2025 J jnl
How Do Vision-Language Models Process Conflicting Information Across Modalities?
CoRR
Tianze Hua, Tian Yun, Ellie Pavlick
2025 J jnl
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility.
CoRR
Michael A. Lepori, Jennifer Hu, Ishita Dasgupta, Roma Patel, Thomas Serre, Ellie Pavlick
2025 J jnl
LLMs model how humans induce logically structured rules.
CoRR
Alyssa Marie Loo, Ellie Pavlick, Roman Feiman
2025 B conf
Learning imposes a bottleneck beyond anatomical constraints: a computational investigation into the nature of WM capacity limits.
CogSci
Aalok Sathe, Ellie Pavlick, Michael J. Frank
2025 A* conf
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline.
EMNLP
Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick
2025 J jnl
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline.
CoRR
Meng Lu, Ruochen Zhang, Carsten Eickhoff, Ellie Pavlick
2025 B conf
Step-by-step analogical reasoning in humans and neural networks.
CogSci
Jacob Russin, Joonhwa Kim, Ellie Pavlick, Michael J. Frank
2025 A* conf
The Same but Different: Structural Similarities and Differences in Multilingual Language Modeling.
ICLR
Ruochen Zhang, Qinan Yu, Matianyu Zang, Carsten Eickhoff, Ellie Pavlick
2025 J jnl
Transferring Features Across Language Models With Model Stitching.
CoRR
Alan Chen, Jack Merullo, Alessandro Stolfo, Ellie Pavlick
2025 J jnl
Video Finetuning Improves Reasoning Between Frames.
CoRR
Ruiqi Yang, Tian Yun, Zihan Wang, Ellie Pavlick
2025 J jnl
What is an "Abstract Reasoner"? Revisiting Experiments and Arguments about Large Language Models.
CoRR
Tian Yun, Chen Sun, Ellie Pavlick
2025 J jnl
Whither symbols in the era of advanced neural networks?
CoRR
Thomas L. Griffiths, Brenden M. Lake, R. Thomas McCoy, Ellie Pavlick, Taylor W. Webb
2024 J jnl
$100K or 100 Days: Trade-offs when Pre-Training with Academic Resources.
CoRR
Apoorv Khandelwal, Tian Yun, Nihal V. Nayak, Jack Merullo, Stephen H. Bach, Chen Sun, Ellie Pavlick
2024 J jnl
Are LLMs Models of Distributional Semantics? A Case Study on Quantifiers.
CoRR
Enyan Zhang, Zewei Wang, Michael A. Lepori, Ellie Pavlick, Helena Aparicio
2024 J jnl
Bayesian Preference Elicitation with Language Models.
CoRR
Kunal Handa, Yarin Gal, Ellie Pavlick, Noah D. Goodman, Jacob Andreas, Alex Tamkin, Belinda Z. Li
2024 A* conf
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects.
NeurIPS
Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre, Brenden M. Lake, Ellie Pavlick
2024 J jnl
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects.
CoRR
Michael A. Lepori, Alexa R. Tartaglini, Wai Keen Vong, Thomas Serre, Brenden M. Lake, Ellie Pavlick
2024 A* conf
Circuit Component Reuse Across Tasks in Transformer Language Models.
ICLR
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024 — conf
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.
EACL (Findings)
Martha Lewis, Nihal V. Nayak, Peilin Yu, Jack Merullo, Qinan Yu, Stephen H. Bach, Ellie Pavlick
2024 J jnl
Dual Process Learning: Controlling Use of In-Context vs. In-Weights Strategies with Weight Forgetting.
CoRR
Suraj Anand, Michael A. Lepori, Jack Merullo, Ellie Pavlick
2024 B conf
Human Curriculum Effects Emerge with In-Context Learning in Neural Networks.
CogSci
Jacob Russin, Ellie Pavlick, Michael J. Frank
2024 J jnl
Human Curriculum Effects Emerge with In-Context Learning in Neural Networks.
CoRR
Jacob Russin, Ellie Pavlick, Michael J. Frank
2024 — conf
Language Models Implement Simple Word2Vec-style Vector Arithmetic.
NAACL-HLT
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024 J jnl
Lessons from the Trenches on Reproducible Evaluation of Language Models.
CoRR
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
2024 A* conf
Re-Evaluating Evaluation for Multilingual Summarization.
EMNLP
Jessica Forde, Ruochen Zhang, Lintang Sutawika, Alham Fikri Aji, Samuel Cahyawijaya, Genta Indra Winata, Minghao Wu, Carsten Eickhoff, Stella Biderman, Ellie Pavlick
2024 J jnl
Semantic Structure-Mapping in LLM and Human Analogical Reasoning.
CoRR
Sam Musker, Alex Duchnowski, Raphaël Millière, Ellie Pavlick
2024 A* conf
Talking Heads: Understanding Inter-Layer Communication in Transformer Language Models.
NeurIPS
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024 J jnl
Talking Heads: Understanding Inter-layer Communication in Transformer Language Models.
CoRR
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2024 B conf
Testing Causal Models of Word Meaning in LLMs.
CogSci
Sam Musker, Ellie Pavlick
2024 J jnl
The Same But Different: Structural Similarities and Differences in Multilingual Language Modeling.
CoRR
Ruochen Zhang, Qinan Yu, Matianyu Zang, Carsten Eickhoff, Ellie Pavlick
2024 B conf
Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks.
CogSci
Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick
2024 J jnl
Transformer Mechanisms Mimic Frontostriatal Gating Operations When Trained on Human Working Memory Tasks.
CoRR
Aaron Traylor, Jack Merullo, Michael J. Frank, Ellie Pavlick
2024 J jnl
Understanding Subjectivity through the Lens of Motivational Context in Model-Generated Image Satisfaction.
CoRR
Senjuti Dutta, Sherol Chen, Sunny Mak, Amnah Ahmad, Katherine Maeve Collins, Alena Butryna, Deepak Ramachandran, Krishnamurthy Dvijotham, Ellie Pavlick, Ravi Rajakumar
2024 — conf
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?
NAACL-HLT (Findings)
Tianze Hua, Tian Yun, Ellie Pavlick
2024 J jnl
mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models?
CoRR
Tianze Hua, Tian Yun, Ellie Pavlick
2023 A* conf
Analyzing Modular Approaches for Visual Question Decomposition.
EMNLP
Apoorv Khandelwal, Ellie Pavlick, Chen Sun
2023 J jnl
Analyzing Modular Approaches for Visual Question Decomposition.
CoRR
Apoorv Khandelwal, Ellie Pavlick, Chen Sun
2023 — conf
Are Language Models Worse than Humans at Following Prompts? It's Complicated.
EMNLP (Findings)
Albert Webson, Alyssa Marie Loo, Qinan Yu, Ellie Pavlick
2023 J jnl
Are Language Models Worse than Humans at Following Prompts? It's Complicated.
CoRR
Albert Webson, Alyssa Marie Loo, Qinan Yu, Ellie Pavlick
2023 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res.
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 W. 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
2023 A* conf
Break It Down: Evidence for Structural Compositionality in Neural Networks.
NeurIPS
Michael A. Lepori, Thomas Serre, Ellie Pavlick
2023 J jnl
Break It Down: Evidence for Structural Compositionality in Neural Networks.
CoRR
Michael A. Lepori, Thomas Serre, Ellie Pavlick
2023 A* conf
Can Neural Networks Learn Implicit Logic from Physical Reasoning?
ICLR
Aaron Traylor, Roman Feiman, Ellie Pavlick
2023 A* conf
Characterizing Mechanisms for Factual Recall in Language Models.
EMNLP
Qinan Yu, Jack Merullo, Ellie Pavlick
2023 J jnl
Characterizing Mechanisms for Factual Recall in Language Models.
CoRR
Qinan Yu, Jack Merullo, Ellie Pavlick
2023 J jnl
Circuit Component Reuse Across Tasks in Transformer Language Models.
CoRR
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2023 J jnl
Comparing Trajectory and Vision Modalities for Verb Representation.
CoRR
Dylan Ebert, Chen Sun, Ellie Pavlick
2023 J jnl
Deep Neural Networks Can Learn Generalizable Same-Different Visual Relations.
CoRR
Alexa R. Tartaglini, Sheridan Feucht, Michael A. Lepori, Wai Keen Vong, Charles Lovering, Brenden M. Lake, Ellie Pavlick
2023 J jnl
Do Vision-Language Pretrained Models Learn Composable Primitive Concepts?
Trans. Mach. Learn. Res.
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
2023 A* conf
Emergence of Abstract State Representations in Embodied Sequence Modeling.
EMNLP
Tian Yun, Zilai Zeng, Kunal Handa, Ashish V. Thapliyal, Bo Pang, Ellie Pavlick, Chen Sun
2023 J jnl
Emergence of Abstract State Representations in Embodied Sequence Modeling.
CoRR
Tian Yun, Zilai Zeng, Kunal Handa, Ashish V. Thapliyal, Bo Pang, Ellie Pavlick, Chen Sun
2023 J jnl
Instilling Inductive Biases with Subnetworks.
CoRR
Enyan Zhang, Michael A. Lepori, Ellie Pavlick
2023 J jnl
Language Models Implement Simple Word2Vec-style Vector Arithmetic.
CoRR
Jack Merullo, Carsten Eickhoff, Ellie Pavlick
2023 A* conf
Linearly Mapping from Image to Text Space.
ICLR
Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
2023 J jnl
NeuroSurgeon: A Toolkit for Subnetwork Analysis.
CoRR
Michael A. Lepori, Ellie Pavlick, Thomas Serre
2023 J jnl
Simfluence: Modeling the Influence of Individual Training Examples by Simulating Training Runs.
CoRR
Kelvin Guu, Albert Webson, Ellie Pavlick, Lucas Dixon, Ian Tenney, Tolga Bolukbasi
2023 J jnl
Testing Causal Models of Word Meaning in GPT-3 and -4.
CoRR
Sam Musker, Ellie Pavlick
2023 J jnl
Training Priors Predict Text-To-Image Model Performance.
CoRR
Charles Lovering, Ellie Pavlick
2023 J jnl
Uncovering Intermediate Variables in Transformers using Circuit Probing.
CoRR
Michael A. Lepori, Thomas Serre, Ellie Pavlick
2022 J jnl
Affordance-based robot object retrieval.
Auton. Robots
Thao Nguyen, Nakul Gopalan, Roma Patel, Matt Corsaro, Ellie Pavlick, Stefanie Tellex
2022 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
CoRR
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 W. 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
2022 — conf
Do Prompt-Based Models Really Understand the Meaning of Their Prompts?
NAACL-HLT
Albert Webson, Ellie Pavlick
2022 — conf
Do Trajectories Encode Verb Meaning?
NAACL-HLT
Dylan Ebert, Chen Sun, Ellie Pavlick
2022 J jnl
Do Trajectories Encode Verb Meaning?
CoRR
Dylan Ebert, Chen Sun, Ellie Pavlick
2022 J jnl
Do Vision-Language Pretrained Models Learn Primitive Concepts?
CoRR
Tian Yun, Usha Bhalla, Ellie Pavlick, Chen Sun
2022 J jnl
Does CLIP Bind Concepts? Probing Compositionality in Large Image Models.
CoRR
Martha Lewis, Qinan Yu, Jack Merullo, Ellie Pavlick
2022 J jnl
Evaluation Beyond Task Performance: Analyzing Concepts in AlphaZero in Hex.
CoRR
Charles Lovering, Jessica Zosa Forde, George Konidaris, Ellie Pavlick, Michael L. Littman
2022 A* conf
Evaluation beyond Task Performance: Analyzing Concepts in AlphaZero in Hex.
NeurIPS
Charles Lovering, Jessica Forde, George Konidaris, Ellie Pavlick, Michael L. Littman
2022 J jnl
Hierarchical planning with state abstractions for temporal task specifications.
Auton. Robots
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Matthew Berg, Ellie Pavlick, Stefanie Tellex
2022 J jnl
Linearly Mapping from Image to Text Space.
CoRR
Jack Merullo, Louis Castricato, Carsten Eickhoff, Ellie Pavlick
2022 A* conf
Mapping Language Models to Grounded Conceptual Spaces.
ICLR
Roma Patel, Ellie Pavlick
2022 — conf
Pretraining on Interactions for Learning Grounded Affordance Representations.
*SEM@NAACL-HLT
Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
2022 J jnl
Pretraining on Interactions for Learning Grounded Affordance Representations.
CoRR
Jack Merullo, Dylan Ebert, Carsten Eickhoff, Ellie Pavlick
2022 — ed.
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, *SEM@NAACL-HLT 2022, Seattle, WA, USA, July 14-15, 2022
*SEM@NAACL-HLT
Vivi Nastase, Ellie Pavlick, Mohammad Taher Pilehvar, José Camacho-Collados, Alessandro Raganato
2022 A* conf
The MultiBERTs: BERT Reproductions for Robustness Analysis.
ICLR
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
2022 J jnl
Unit Testing for Concepts in Neural Networks.
CoRR
Charles Lovering, Ellie Pavlick
2022 J jnl
Unit Testing for Concepts in Neural Networks.
Trans. Assoc. Comput. Linguistics
Charles Lovering, Ellie Pavlick
2021 — conf
"Was it "stated" or was it "claimed"?: How linguistic bias affects generative language models.
EMNLP (1)
Roma Patel, Ellie Pavlick
2021 J jnl
A Novel Corpus of Discourse Structure in Humans and Computers.
CoRR
Babak Hemmatian, Sheridan Feucht, Rachel Avram, Alexander Wey, Muskaan Garg, Kate Spitalnic, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
2021 — conf
AND does not mean OR: Using Formal Languages to Study Language Models' Representations.
ACL/IJCNLP (2)
Aaron Traylor, Roman Feiman, Ellie Pavlick
2021 — conf
Are Rotten Apples Edible? Challenging Commonsense Inference Ability with Exceptions.
ACL/IJCNLP (Findings)
Nam Do, Ellie Pavlick
2021 B conf
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color.
CoNLL
Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard
2021 J jnl
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color.
CoRR
Mostafa Abdou, Artur Kulmizev, Daniel Hershcovich, Stella Frank, Ellie Pavlick, Anders Søgaard
2021 B conf
Can computers tell a story? Discourse Structure in Computer-generated Text and Humans.
CogSci
Alexander Wey, Babak Hemmatian, Rachel Avram, Sheridan Feucht, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
2021 J jnl
Do Prompt-Based Models Really Understand the Meaning of their Prompts?
CoRR
Albert Webson, Ellie Pavlick
2021 — conf
Does Vision-and-Language Pretraining Improve Lexical Grounding?
EMNLP (Findings)
Tian Yun, Chen Sun, Ellie Pavlick
2021 J jnl
Does Vision-and-Language Pretraining Improve Lexical Grounding?
CoRR
Tian Yun, Chen Sun, Ellie Pavlick
2021 — conf
Frequency Effects on Syntactic Rule Learning in Transformers.
EMNLP (1)
Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick
2021 J jnl
Frequency Effects on Syntactic Rule Learning in Transformers.
CoRR
Jason Wei, Dan Garrette, Tal Linzen, Ellie Pavlick
2021 A* conf
Predicting Inductive Biases of Pre-Trained Models.
ICLR
Charles Lovering, Rohan Jha, Tal Linzen, Ellie Pavlick
2021 B conf
Spatial Language Understanding for Object Search in Partially Observed City-scale Environments.
RO-MAN
Kaiyu Zheng, Deniz Bayazit, Rebecca Mathew, Ellie Pavlick, Stefanie Tellex
2021 B conf
The Anatomy of Discourse: Linguistic Predictors of Narrative and Argument Quality.
CogSci
Sheridan Feucht, Babak Hemmatian, Rachel Avram, Alexander Wey, Kate Spitalnic, Muskaan Garg, Carsten Eickhoff, Ellie Pavlick, Björn Sandstede, Steven A. Sloman
2021 J jnl
The MultiBERTs: BERT Reproductions for Robustness Analysis.
CoRR
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
2021 — conf
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering.
ACL/IJCNLP (1)
Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran
2021 J jnl
Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering.
CoRR
Najoung Kim, Ellie Pavlick, Burcu Karagol Ayan, Deepak Ramachandran
2020 — conf
A Visuospatial Dataset for Naturalistic Verb Learning.
*SEM@COLING
Dylan Ebert, Ellie Pavlick
2020 J jnl
A Visuospatial Dataset for Naturalistic Verb Learning.
CoRR
Dylan Ebert, Ellie Pavlick
2020 J jnl
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces.
CoRR
Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick
2020 — conf
Do "Undocumented Workers" == "Illegal Aliens"? Differentiating Denotation and Connotation in Vector Spaces.
EMNLP (1)
Albert Webson, Zhizhong Chen, Carsten Eickhoff, Ellie Pavlick
2020 A* conf
Grounding Language to Landmarks in Arbitrary Outdoor Environments.
ICRA
Matthew Berg, Deniz Bayazit, Rebecca Mathew, Ariel Rotter-Aboyoun, Ellie Pavlick, Stefanie Tellex
2020 — conf
Grounding Language to Non-Markovian Tasks with No Supervision of Task Specifications.
Robotics: Science and Systems
Roma Patel, Ellie Pavlick, Stefanie Tellex
2020 — conf
Interpretability and Analysis in Neural NLP.
ACL (tutorial)
Yonatan Belinkov, Sebastian Gehrmann, Ellie Pavlick
2020 J jnl
Measuring and Reducing Gendered Correlations in Pre-trained Models.
CoRR
Kellie Webster, Xuezhi Wang, Ian Tenney, Alex Beutel, Emily Pitler, Ellie Pavlick, Jilin Chen, Slav Petrov
2020 — conf
Robot Object Retrieval with Contextual Natural Language Queries.
Robotics: Science and Systems
Thao Nguyen, Nakul Gopalan, Roma Patel, Matthew Corsaro, Ellie Pavlick, Stefanie Tellex
2020 J jnl
Robot Object Retrieval with Contextual Natural Language Queries.
CoRR
Thao Nguyen, Nakul Gopalan, Roma Patel, Matt Corsaro, Ellie Pavlick, Stefanie Tellex
2020 J jnl
Self-play for Data Efficient Language Acquisition.
CoRR
Charles Lovering, Ellie Pavlick
2020 J jnl
Sochiatrist: Signals of Affect in Messaging Data.
Proc. ACM Hum. Comput. Interact.
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
2020 J jnl
Spatial Language Understanding for Object Search in Partially Observed Cityscale Environments.
CoRR
Kaiyu Zheng, Deniz Bayazit, Rebecca Mathew, Ellie Pavlick, Stefanie Tellex
2020 — conf
What Happens To BERT Embeddings During Fine-tuning?
BlackboxNLP@EMNLP
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
2020 J jnl
What Happens To BERT Embeddings During Fine-tuning?
CoRR
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick, Ian Tenney
2020 J jnl
When does data augmentation help generalization in NLP?
CoRR
Rohan Jha, Charles Lovering, Ellie Pavlick
2019 — conf
BERT Rediscovers the Classical NLP Pipeline.
ACL (1)
Ian Tenney, Dipanjan Das, Ellie Pavlick
2019 J jnl
BERT Rediscovers the Classical NLP Pipeline.
CoRR
Ian Tenney, Dipanjan Das, Ellie Pavlick
2019 — conf
Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling.
ACL (1)
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
2019 B conf
Emergent Compositionality in Signaling Games.
CogSci
Nicholas Tomlin, Ellie Pavlick
2019 — conf
How well do NLI models capture verb veridicality?
EMNLP/IJCNLP (1)
Alexis Ross, Ellie Pavlick
2019 J jnl
Inherent Disagreements in Human Textual Inferences.
Trans. Assoc. Comput. Linguistics
Ellie Pavlick, Tom Kwiatkowski
2019 — conf
Planning with State Abstractions for Non-Markovian Task Specifications.
Robotics: Science and Systems
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex
2019 J jnl
Planning with State Abstractions for Non-Markovian Task Specifications.
CoRR
Yoonseon Oh, Roma Patel, Thao Nguyen, Baichuan Huang, Ellie Pavlick, Stefanie Tellex
2019 — conf
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension.
*SEM@NAACL-HLT
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
2019 J jnl
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension.
CoRR
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
2019 — conf
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference.
ACL (1)
Tom McCoy, Ellie Pavlick, Tal Linzen
2019 J jnl
Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference.
CoRR
R. Thomas McCoy, Ellie Pavlick, Tal Linzen
2019 — conf
What do you learn from context? Probing for sentence structure in contextualized word representations.
ICLR (Poster)
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
2019 J jnl
What do you learn from context? Probing for sentence structure in contextualized word representations.
CoRR
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
2018 A* conf
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation.
EMNLP
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme
2018 — conf
Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation.
BlackboxNLP@EMNLP
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme
2018 A* conf
Learning Scalar Adjective Intensity from Paraphrases.
EMNLP
Anne Cocos, Veronica Wharton, Ellie Pavlick, Marianna Apidianaki, Chris Callison-Burch
2018 J jnl
Looking for ELMo's friends: Sentence-Level Pretraining Beyond Language Modeling.
CoRR
Samuel R. Bowman, Ellie Pavlick, Edouard Grave, Benjamin Van Durme, 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
2018 J jnl
Towards a Unified Natural Language Inference Framework to Evaluate Sentence Representations.
CoRR
Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick, Aaron Steven White, Benjamin Van Durme
2018 A* conf
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse.
EMNLP
Manaal Faruqui, Ellie Pavlick, Ian Tenney, Dipanjan Das
2018 J jnl
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse.
CoRR
Manaal Faruqui, Ellie Pavlick, Ian Tenney, Dipanjan Das
2017 — conf
Identifying 1950s American Jazz Musicians: Fine-Grained IsA Extraction via Modifier Composition.
ACL (1)
Ellie Pavlick, Marius Pasca
2017 — conf
TinkerBell: Cross-lingual Cold-Start Knowledge Base Construction.
TAC
Mohamed Al-Badrashiny, Jason Bolton, Arun Tejasvi Chaganty, Kevin Clark, Craig Harman, Lifu Huang, Matthew Lamm, Jinhao Lei, Di Lu, Xiaoman Pan, Ashwin Paranjape, Ellie Pavlick, Haoruo Peng, Peng Qi, Pushpendre Rastogi, Abigail See, Kai Sun, Max Thomas, Chen-Tse Tsai, Hao Wu, Boliang Zhang, Chris Callison-Burch, Claire Cardie, Heng Ji, Christopher D. Manning, Smaranda Muresan, Owen Rambow, Dan Roth, Mark Sammons, Benjamin Van Durme
2016 J jnl
An Empirical Analysis of Formality in Online Communication.
Trans. Assoc. Comput. Linguistics
Ellie Pavlick, Joel R. Tetreault
2016 — conf
Most "babies" are "little" and most "problems" are "huge": Compositional Entailment in Adjective-Nouns.
ACL (1)
Ellie Pavlick, Chris Callison-Burch
2016 J jnl
Optimizing Statistical Machine Translation for Text Simplification.
Trans. Assoc. Comput. Linguistics
Wei Xu, Courtney Napoles, Ellie Pavlick, Quanze Chen, Chris Callison-Burch
2016 — conf
Simple PPDB: A Paraphrase Database for Simplification.
ACL (2)
Ellie Pavlick, Chris Callison-Burch
2016 — conf
So-Called Non-Subsective Adjectives.
*SEM@ACL
Ellie Pavlick, Chris Callison-Burch
2016 A* conf
Tense Manages to Predict Implicative Behavior in Verbs.
EMNLP
Ellie Pavlick, Chris Callison-Burch
2016 J jnl
The Gun Violence Database.
CoRR
Ellie Pavlick, Chris Callison-Burch
2016 A* conf
The Gun Violence Database: A new task and data set for NLP.
EMNLP
Ellie Pavlick, Heng Ji, Xiaoman Pan, Chris Callison-Burch
2015 — conf
Adding Semantics to Data-Driven Paraphrasing.
ACL (1)
Ellie Pavlick, Johan Bos, Malvina Nissim, Charley Beller, Benjamin Van Durme, Chris Callison-Burch
2015 — conf
Crowdsourcing for NLP.
HLT-NAACL
Chris Callison-Burch, Lyle H. Ungar, Ellie Pavlick
2015 — conf
Domain-Specific Paraphrase Extraction.
ACL (2)
Ellie Pavlick, Juri Ganitkevitch, Tsz Ping Chan, Xuchen Yao, Benjamin Van Durme, Chris Callison-Burch
2015 — conf
Effectively Crowdsourcing Radiology Report Annotations.
Louhi@EMNLP
Anne Cocos, Aaron J. Masino, Ting Qian, Ellie Pavlick, Chris Callison-Burch
2015 B conf
Extracting Structured Information via Automatic + Human Computation.
HCOMP
Ellie Pavlick, Chris Callison-Burch
2015 — conf
FrameNet+: Fast Paraphrastic Tripling of FrameNet.
ACL (2)
Ellie Pavlick, Travis Wolfe, Pushpendre Rastogi, Chris Callison-Burch, Mark Dredze, Benjamin Van Durme
2015 — conf
Inducing Lexical Style Properties for Paraphrase and Genre Differentiation.
HLT-NAACL
Ellie Pavlick, Ani Nenkova
2015 — conf
PPDB 2.0: Better paraphrase ranking, fine-grained entailment relations, word embeddings, and style classification.
ACL (2)
Ellie Pavlick, Pushpendre Rastogi, Juri Ganitkevitch, Benjamin Van Durme, Chris Callison-Burch
2014 — conf
Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors.
ACL (1)
Rui Yan, Mingkun Gao, Ellie Pavlick, Chris Callison-Burch
2014 — conf
Crowdsourcing for grammatical error correction.
CSCW Companion
Ellie Pavlick, Rui Yan, Chris Callison-Burch
2014 B conf
Poetry of the Crowd: A Human Computation Algorithm to Convert Prose into Rhyming Verse.
HCOMP
Quanze Chen, Chenyang Lei, Wei Xu, Ellie Pavlick, Chris Callison-Burch
2014 J jnl
The Language Demographics of Amazon Mechanical Turk.
Trans. Assoc. Comput. Linguistics
Ellie Pavlick, Matt Post, Ann Irvine, Dmitry Kachaev, Chris Callison-Burch