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Ankit Gupta 0001
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Publications
- 2023
- [c14]Guy Dar, Mor Geva, Ankit Gupta, Jonathan Berant:
Analyzing Transformers in Embedding Space. ACL (1) 2023: 16124-16170 - [c12]Harsh Mehta, Ankit Gupta, Ashok Cutkosky, Behnam Neyshabur:
Long Range Language Modeling via Gated State Spaces. ICLR 2023 - [i17]Ido Amos, Jonathan Berant, Ankit Gupta:
Never Train from Scratch: Fair Comparison of Long-Sequence Models Requires Data-Driven Priors. CoRR abs/2310.02980 (2023) - 2022
- [c11]Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy:
SCROLLS: Standardized CompaRison Over Long Language Sequences. EMNLP 2022: 12007-12021 - [c10]Ankit Gupta, Albert Gu, Jonathan Berant:
Diagonal State Spaces are as Effective as Structured State Spaces. NeurIPS 2022 - [c9]Albert Gu, Karan Goel, Ankit Gupta, Christopher Ré:
On the Parameterization and Initialization of Diagonal State Space Models. NeurIPS 2022 - [i16]Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy:
SCROLLS: Standardized CompaRison Over Long Language Sequences. CoRR abs/2201.03533 (2022) - [i14]Albert Gu, Ankit Gupta, Karan Goel, Christopher Ré:
On the Parameterization and Initialization of Diagonal State Space Models. CoRR abs/2206.11893 (2022) - [i13]Harsh Mehta, Ankit Gupta, Ashok Cutkosky, Behnam Neyshabur:
Long Range Language Modeling via Gated State Spaces. CoRR abs/2206.13947 (2022) - [i12]Guy Dar, Mor Geva, Ankit Gupta, Jonathan Berant:
Analyzing Transformers in Embedding Space. CoRR abs/2209.02535 (2022) - [i11]Ankit Gupta, Harsh Mehta, Jonathan Berant:
Simplifying and Understanding State Space Models with Diagonal Linear RNNs. CoRR abs/2212.00768 (2022) - 2021
- [c8]Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant:
Memory-efficient Transformers via Top-k Attention. SustaiNLP@EMNLP 2021: 39-52 - [c7]Ankit Gupta, Jonathan Berant:
Value-aware Approximate Attention. EMNLP (1) 2021: 9567-9574 - [i10]Ankit Gupta, Jonathan Berant:
Value-aware Approximate Attention. CoRR abs/2103.09857 (2021) - [i9]Ankit Gupta, Guy Dar, Shaya Goodman, David Ciprut, Jonathan Berant:
Memory-efficient Transformers via Top-k Attention. CoRR abs/2106.06899 (2021) - 2020
- [j5]Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant:
Break It Down: A Question Understanding Benchmark. Trans. Assoc. Comput. Linguistics 8: 183-198 (2020) - [c6]Mor Geva, Ankit Gupta, Jonathan Berant:
Injecting Numerical Reasoning Skills into Language Models. ACL 2020: 946-958 - [i8]Tomer Wolfson, Mor Geva, Ankit Gupta, Matt Gardner, Yoav Goldberg, Daniel Deutch, Jonathan Berant:
Break It Down: A Question Understanding Benchmark. CoRR abs/2001.11770 (2020) - [i7]Mor Geva, Ankit Gupta, Jonathan Berant:
Injecting Numerical Reasoning Skills into Language Models. CoRR abs/2004.04487 (2020) - [i6]Ankit Gupta, Jonathan Berant:
GMAT: Global Memory Augmentation for Transformers. CoRR abs/2006.03274 (2020)
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