Zhengxuan Wu
Zhengxuan Wu
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Dynabench: Rethinking Benchmarking in NLP
D Kiela, M Bartolo, Y Nie, D Kaushik, A Geiger, Z Wu, B Vidgen, G Prasad, ...
NAACL 2021, 2021
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis
Z Wu, DC Ong
AAAI 2021, 2020
Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset
D Ong, Z Wu, ZX Tan, M Reddan, I Kahhale, A Mattek, J Zaki
IEEE Transactions on Affective Computing 2019, 2019
DynaSent: A Dynamic Benchmark for Sentiment Analysis
C Potts, Z Wu, A Geiger, D Kiela
ACL 2021, 2020
Rotating online behavior change interventions increases effectiveness but also increases attrition
G Kovacs, Z Wu, MS Bernstein
CSCW 2018, 2018
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions
Z Zhong, Z Wu, CD Manning, C Potts, D Chen
EMNLP 2023, 2023
Inducing causal structure for interpretable neural networks
A Geiger, Z Wu, H Lu, J Rozner, E Kreiss, T Icard, ND Goodman, C Potts
ICML 2022, 2021
Interpretability at scale: Identifying causal mechanisms in alpaca
Z Wu, A Geiger, C Potts, ND Goodman
NeurIPS 2023, 2023
Finding alignments between interpretable causal variables and distributed neural representations
A Geiger, Z Wu, C Potts, T Icard, N Goodman
Causal Learning and Reasoning, 160-187, 2024
Conservation of Procrastination: Do Productivity Interventions Save Time or Just Redistribute It?
G Kovacs, DM Gregory, Z Ma, Z Wu, G Emami, J Ray, MS Bernstein
CHI 2019, 2019
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior
ED Abraham, K D'Oosterlinck, A Feder, YO Gat, A Geiger, C Potts, ...
NeurIPS 2022, 2022
On explaining your explanations of bert: An empirical study with sequence classification
Z Wu, DC Ong
arXiv preprint arXiv:2101.00196, 2021
Zeroc: A neuro-symbolic model for zero-shot concept recognition and acquisition at inference time
T Wu, M Tjandrasuwita, Z Wu, X Yang, K Liu, R Sosič, J Leskovec
NeurIPS 2022, 2022
Causal Proxy Models for Concept-Based Model Explanations
Z Wu, K D'Oosterlinck, A Geiger, A Zur, C Potts
ICML 2023, 2022
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis
Z Wu, TS Nguyen, DC Ong
EMNLP 2020 @BlackboxNLP, 2020
Attending to emotional narratives
Z Wu, X Zhang, T Zhi-Xuan, J Zaki, DC Ong
IEEE ACII 2019, 2019
Causal Distillation for Language Models
Z Wu, A Geiger, J Rozner, E Kreiss, H Lu, T Icard, C Potts, ND Goodman
NAACL 2022, 2021
ReaSCAN: Compositional Reasoning in Language Grounding
Z Wu, E Kreiss, D Ong, C Potts
NeurIPS 2021, 2021
Not Now, Ask Later: Users Weaken Their Behavior Change Regimen Over Time, But Expect To Re-Strengthen It Imminently
G Kovacs, Z Wu, MS Bernstein
CHI 2021, 2021
Oolong: Investigating what makes transfer learning hard with controlled studies
Z Wu, A Tamkin, I Papadimitriou
Proceedings of the 2023 Conference on Empirical Methods in Natural Language …, 2023
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