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Valentina Pyatkin
Valentina Pyatkin
Allen Institute for AI & University of Washington
Verified email at allenai.org - Homepage
Title
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Cited by
Year
Olmo: Accelerating the science of language models
D Groeneveld, I Beltagy, P Walsh, A Bhagia, R Kinney, O Tafjord, AH Jha, ...
ACL 2024 🏆 Best Paper, 2024
177*2024
Camels in a changing climate: Enhancing lm adaptation with tulu 2
H Ivison, Y Wang, V Pyatkin, N Lambert, M Peters, P Dasigi, J Jang, ...
arXiv preprint arXiv:2311.10702, 2023
1352023
Rewardbench: Evaluating reward models for language modeling
N Lambert, V Pyatkin, J Morrison, LJ Miranda, BY Lin, K Chandu, N Dziri, ...
arXiv preprint arXiv:2403.13787, 2024
123*2024
Value kaleidoscope: Engaging ai with pluralistic human values, rights, and duties
T Sorensen, L Jiang, J Hwang, S Levine, V Pyatkin, P West, N Dziri, X Lu, ...
AAAI, 2023
68*2023
Phenomenal yet puzzling: Testing inductive reasoning capabilities of language models with hypothesis refinement
L Qiu, L Jiang, X Lu, M Sclar, V Pyatkin, C Bhagavatula, B Wang, Y Kim, ...
ICLR, 2023
55*2023
QADiscourse--Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines
V Pyatkin, A Klein, R Tsarfaty, I Dagan
Proceedings of the 2020 Conference on Empirical Methods in Natural Language …, 2020
512020
Asking it all: Generating contextualized questions for any semantic role
V Pyatkin, P Roit, J Michael, R Tsarfaty, Y Goldberg, I Dagan
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
382021
Political Compass or Spinning Arrow? Towards More Meaningful Evaluations for Values and Opinions in Large Language Models
P Röttger, V Hofmann, V Pyatkin, M Hinck, HR Kirk, H Schütze, D Hovy
ACL 2024 🏆 Outstanding Paper, 2024
372024
ClarifyDelphi: Reinforced clarification questions with defeasibility rewards for social and moral situations
V Pyatkin, JD Hwang, V Srikumar, X Lu, L Jiang, Y Choi, C Bhagavatula
ACL, 2023
37*2023
WILDBENCH: Benchmarking LLMs with Challenging Tasks from Real Users in the Wild
BY Lin, Y Deng, K Chandu, F Brahman, A Ravichander, V Pyatkin, N Dziri, ...
arXiv preprint arXiv:2406.04770, 2024
34*2024
QANom: Question-answer driven SRL for nominalizations
A Klein, J Mamou, V Pyatkin, D Stepanov, H He, D Roth, L Zettlemoyer, ...
Proceedings of the 28th international conference on computational …, 2020
302020
Draw me a flower: Processing and grounding abstraction in natural language
R Lachmy, V Pyatkin, A Manevich, R Tsarfaty
Transactions of the Association for Computational Linguistics 10, 1341-1356, 2022
20*2022
PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning
F Brahman, C Bhagavatula, V Pyatkin, JD Hwang, XL Li, HJ Arai, ...
The Twelfth International Conference on Learning Representations, 2023
18*2023
The possible, the plausible, and the desirable: Event-based modality detection for language processing
V Pyatkin, S Sadde, A Rubinstein, P Portner, R Tsarfaty
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
162021
" You Are An Expert Linguistic Annotator": Limits of LLMs as Analyzers of Abstract Meaning Representation
A Ettinger, JD Hwang, V Pyatkin, C Bhagavatula, Y Choi
EMNLP Findings, 2023
152023
Unpacking DPO and PPO: Disentangling Best Practices for Learning from Preference Feedback
H Ivison, Y Wang, J Liu, Z Wu, V Pyatkin, N Lambert, NA Smith, Y Choi, ...
NeurIPS, 2024
132024
The art of saying no: Contextual noncompliance in language models
F Brahman, S Kumar, V Balachandran, P Dasigi, V Pyatkin, ...
NeurIPS, 2024
12*2024
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations
K Rao, L Jiang, V Pyatkin, Y Gu, N Tandon, N Dziri, F Brahman, Y Choi
EMNLP Findings, 2023
10*2023
Just-dream-about-it: Figurative language understanding with dream-flute
Y Gu, Y Fu, V Pyatkin, I Magnusson, BD Mishra, P Clark
Proceedings of the 3rd Workshop on Figurative Language Processing (FLP), 2022
102022
Design choices for crowdsourcing implicit discourse relations: revealing the biases introduced by task design
V Pyatkin, F Yung, MCJ Scholman, R Tsarfaty, I Dagan, V Demberg
Transactions of the Association for Computational Linguistics 11, 1014-1032, 2023
92023
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