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ORCIDWilliam Merrill
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2020 – today
- 2024
[j8]Lena Strobl, William Merrill, Gail Weiss, David Chiang, Dana Angluin:
What Formal Languages Can Transformers Express? A Survey. Trans. Assoc. Comput. Linguistics 12: 543-561 (2024)- [c20]William Merrill, Zhaofeng Wu, Norihito Naka, Yoon Kim, Tal Linzen:
Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment. ACL (Findings) 2024: 2752-2773 - [c19]Dirk Groeneveld, Iz Beltagy, Evan Pete Walsh, Akshita Bhagia, Rodney Kinney, Oyvind Tafjord, Ananya Harsh Jha, Hamish Ivison, Ian Magnusson, Yizhong Wang, Shane Arora, David Atkinson, Russell Authur, Khyathi Raghavi Chandu, Arman Cohan, Jennifer Dumas, Yanai Elazar, Yuling Gu, Jack Hessel, Tushar Khot, William Merrill, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E. Peters, Valentina Pyatkin, Abhilasha Ravichander, Dustin Schwenk, Saurabh Shah, Will Smith, Emma Strubell, Nishant Subramani, Mitchell Wortsman, Pradeep Dasigi, Nathan Lambert, Kyle Richardson, Luke Zettlemoyer, Jesse Dodge, Kyle Lo, Luca Soldaini, Noah A. Smith, Hannaneh Hajishirzi:
OLMo: Accelerating the Science of Language Models. ACL (1) 2024: 15789-15809 - [c18]William Merrill, Noah A. Smith, Yanai Elazar:
Evaluating n-Gram Novelty of Language Models Using Rusty-DAWG. EMNLP 2024: 14459-14473 - [c17]William Merrill, Ashish Sabharwal:
The Expressive Power of Transformers with Chain of Thought. ICLR 2024 - [c16]William Merrill, Jackson Petty, Ashish Sabharwal:
The Illusion of State in State-Space Models. ICML 2024 - [c15]Muru Zhang, Ofir Press, William Merrill, Alisa Liu, Noah A. Smith:
How Language Model Hallucinations Can Snowball. ICML 2024 - [i28]Dirk Groeneveld, Iz Beltagy, Pete Walsh, Akshita Bhagia
, Rodney Kinney, Oyvind Tafjord, Ananya Harsh Jha, Hamish Ivison, Ian Magnusson, Yizhong Wang, Shane Arora, David Atkinson, Russell Authur, Khyathi Raghavi Chandu, Arman Cohan, Jennifer Dumas, Yanai Elazar, Yuling Gu, Jack Hessel, Tushar Khot, William Merrill, Jacob Morrison, Niklas Muennighoff, Aakanksha Naik, Crystal Nam, Matthew E. Peters, Valentina Pyatkin, Abhilasha Ravichander, Dustin Schwenk, Saurabh Shah, Will Smith, Emma Strubell, Nishant Subramani, Mitchell Wortsman, Pradeep Dasigi, Nathan Lambert, Kyle Richardson, Luke Zettlemoyer, Jesse Dodge, Kyle Lo, Luca Soldaini, Noah A. Smith, Hannaneh Hajishirzi:
OLMo: Accelerating the Science of Language Models. CoRR abs/2402.00838 (2024) - [i27]William Merrill, Zhaofeng Wu, Norihito Naka, Yoon Kim, Tal Linzen:
Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment. CoRR abs/2402.13956 (2024) - [i26]William Merrill, Jackson Petty, Ashish Sabharwal:
The Illusion of State in State-Space Models. CoRR abs/2404.08819 (2024) - [i25]Jacob Pfau, William Merrill, Samuel R. Bowman:
Let's Think Dot by Dot: Hidden Computation in Transformer Language Models. CoRR abs/2404.15758 (2024) - [i24]William Merrill, Noah A. Smith, Yanai Elazar:
Evaluating n-Gram Novelty of Language Models Using Rusty-DAWG. CoRR abs/2406.13069 (2024) - 2023
- [j7]William Merrill, Ashish Sabharwal:
The Parallelism Tradeoff: Limitations of Log-Precision Transformers. Trans. Assoc. Comput. Linguistics 11: 531-545 (2023) - [j6]Zhaofeng Wu, William Merrill, Hao Peng, Iz Beltagy, Noah A. Smith:
Transparency Helps Reveal When Language Models Learn Meaning. Trans. Assoc. Comput. Linguistics 11: 617-634 (2023) - [c14]William Merrill:
Formal Languages and the NLP Black Box. DLT 2023: 1-8 - [c13]William Merrill:
Formal languages and neural models for learning on sequences. ICGI 2023: 5 - [c12]William Merrill, Ashish Sabharwal:
A Logic for Expressing Log-Precision Transformers. NeurIPS 2023 - [i23]William Merrill, Nikolaos Tsilivis, Aman Shukla:
A Tale of Two Circuits: Grokking as Competition of Sparse and Dense Subnetworks. CoRR abs/2303.11873 (2023) - [i22]Muru Zhang, Ofir Press, William Merrill, Alisa Liu, Noah A. Smith:
How Language Model Hallucinations Can Snowball. CoRR abs/2305.13534 (2023) - [i21]William Merrill, Ashish Sabharwal:
The Expressive Power of Transformers with Chain of Thought. CoRR abs/2310.07923 (2023) - [i20]Lena Strobl, William Merrill, Gail Weiss, David Chiang, Dana Angluin:
Transformers as Recognizers of Formal Languages: A Survey on Expressivity. CoRR abs/2311.00208 (2023) - 2022
- [j5]William Merrill, Ashish Sabharwal, Noah A. Smith:
Saturated Transformers are Constant-Depth Threshold Circuits. Trans. Assoc. Comput. Linguistics 10: 843-856 (2022) - [c11]Sanjay Subramanian, William Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach:
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension. ACL (1) 2022: 5198-5215 - [c10]William Merrill, Alex Warstadt, Tal Linzen:
Entailment Semantics Can Be Extracted from an Ideal Language Model. CoNLL 2022: 176-193 - [i19]William Merrill, Nikolaos Tsilivis:
Extracting Finite Automata from RNNs Using State Merging. CoRR abs/2201.12451 (2022) - [i18]Sanjay Subramanian, William Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach:
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension. CoRR abs/2204.05991 (2022) - [i17]William Merrill, Ashish Sabharwal:
Log-Precision Transformers are Constant-Depth Uniform Threshold Circuits. CoRR abs/2207.00729 (2022) - [i16]William Merrill, Alex Warstadt, Tal Linzen:
Entailment Semantics Can Be Extracted from an Ideal Language Model. CoRR abs/2209.12407 (2022) - [i15]William Merrill, Ashish Sabharwal:
Transformers Implement First-Order Logic with Majority Quantifiers. CoRR abs/2210.02671 (2022) - [i14]Zhaofeng Wu, William Merrill, Hao Peng, Iz Beltagy, Noah A. Smith:
Transparency Helps Reveal When Language Models Learn Meaning. CoRR abs/2210.07468 (2022) - 2021
- [j4]William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? Trans. Assoc. Comput. Linguistics 9: 1047-1060 (2021) - [c9]William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent. EMNLP (1) 2021: 1766-1781 - [c8]Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah A. Smith:
Competency Problems: On Finding and Removing Artifacts in Language Data. EMNLP (1) 2021: 1801-1813 - [i13]William Merrill:
Formal Language Theory Meets Modern NLP. CoRR abs/2102.10094 (2021) - [i12]Matt Gardner, William Merrill, Jesse Dodge, Matthew E. Peters, Alexis Ross, Sameer Singh, Noah A. Smith:
Competency Problems: On Finding and Removing Artifacts in Language Data. CoRR abs/2104.08646 (2021) - [i11]William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand? CoRR abs/2104.10809 (2021) - [i10]William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
On the Power of Saturated Transformers: A View from Circuit Complexity. CoRR abs/2106.16213 (2021) - 2020
- [c7]William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav:
A Formal Hierarchy of RNN Architectures. ACL 2020: 443-459 - [i9]William Merrill:
On the Linguistic Capacity of Real-Time Counter Automata. CoRR abs/2004.06866 (2020) - [i8]William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav:
A Formal Hierarchy of RNN Architectures. CoRR abs/2004.08500 (2020) - [i7]Lucy Lu Wang, Kyle Lo, Yoganand Chandrasekhar, Russell Reas, Jiangjiang Yang, Darrin Eide, Kathryn Funk, Rodney Kinney, Ziyang Liu, William Merrill, Paul Mooney, Dewey A. Murdick, Devvret Rishi, Jerry Sheehan, Zhihong Shen, Brandon Stilson, Alex D. Wade, Kuansan Wang, Chris Wilhelm, Boya Xie, Douglas Raymond, Daniel S. Weld, Oren Etzioni, Sebastian Kohlmeier:
CORD-19: The Covid-19 Open Research Dataset. CoRR abs/2004.10706 (2020) - [i6]William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Parameter Norm Growth During Training of Transformers. CoRR abs/2010.09697 (2020)
2010 – 2019
- 2019
- [c6]William Merrill, Gigi Felice Stark, Robert Frank:
Detecting Syntactic Change Using a Neural Part-of-Speech Tagger. LChange@ACL 2019: 167-174 - [c5]William Merrill, Lenny Khazan, Noah Amsel, Yiding Hao, Simon Mendelsohn, Robert Frank:
Finding Hierarchical Structure in Neural Stacks Using Unsupervised Parsing. BlackboxNLP@ACL 2019: 224-232 - [i5]William Merrill, Lenny Khazan, Noah Amsel, Yiding Hao, Simon Mendelsohn, Robert Frank:
Finding Syntactic Representations in Neural Stacks. CoRR abs/1906.01594 (2019) - [i4]William Merrill:
Sequential Neural Networks as Automata. CoRR abs/1906.01615 (2019) - [i3]William Merrill, Gigi Felice Stark, Robert Frank:
Detecting Syntactic Change Using a Neural Part-of-Speech Tagger. CoRR abs/1906.01661 (2019) - 2018
- [c4]Tiwalayo Eisape, William Merrill, Joshua K. Hartshorne, Sven Dietz:
Using Machine Learning to Understand Transfer from First Language to Second Language. CogSci 2018 - [c3]Yiding Hao, William Merrill, Dana Angluin, Robert Frank, Noah Amsel, Andrew Benz, Simon Mendelsohn:
Context-Free Transductions with Neural Stacks. BlackboxNLP@EMNLP 2018: 306-315 - [c2]Jungo Kasai, Robert Frank, Pauli Xu, William Merrill, Owen Rambow:
End-to-End Graph-Based TAG Parsing with Neural Networks. NAACL-HLT 2018: 1181-1194 - [i2]Jungo Kasai, Robert Frank, Pauli Xu, William Merrill, Owen Rambow:
End-to-end Graph-based TAG Parsing with Neural Networks. CoRR abs/1804.06610 (2018) - [i1]Yiding Hao, William Merrill, Dana Angluin, Robert Frank, Noah Amsel, Andrew Benz, Simon Mendelsohn:
Context-Free Transductions with Neural Stacks. CoRR abs/1809.02836 (2018) - 2010
- [j3]William Merrill:
Where is the return on investment in wireless sensor networks? IEEE Wirel. Commun. 17(1): 4-6 (2010)
2000 – 2009
- 2004
- [j2]William Merrill, Lewis Girod, Brian Schiffer, Dustin McIntire, Guillaume Rava, Katayoun Sohrabi, Fredric Newberg, Jeremy Elson, William J. Kaiser:
Dynamic Networking and Smart Sensing Enable Next-Generation Landmines. IEEE Pervasive Comput. 3(4): 84-90 (2004) - [j1]Katayoun Sohrabi, William Merrill, Jeremy Elson, Lewis Girod, Fredric Newberg, William J. Kaiser:
Methods for Scalable Self-Assembly of Ad Hoc Wireless Sensor Networks. IEEE Trans. Mob. Comput. 3(4): 317-331 (2004) - 2001
- [c1]William Merrill:
Preserving and Protecting the Freedom to Learn Online. WebNet 2001: 857
Coauthor Index
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last updated on 2024-11-15 20:38 CET by the dblp team
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