Dynabench: Rethinking Benchmarking in NLP D Kiela, M Bartolo, Y Nie, D Kaushik, A Geiger, Z Wu, B Vidgen, G Prasad, ... NAACL 2021, 2021 | 318 | 2021 |
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis Z Wu, DC Ong AAAI 2021, 2020 | 82 | 2020 |
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions Z Zhong, Z Wu, CD Manning, C Potts, D Chen EMNLP 2023, 2023 | 75 | 2023 |
DynaSent: A Dynamic Benchmark for Sentiment Analysis C Potts, Z Wu, A Geiger, D Kiela ACL 2021, 2020 | 70 | 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 | 69 | 2019 |
Rotating online behavior change interventions increases effectiveness but also increases attrition G Kovacs, Z Wu, MS Bernstein CSCW 2018, 2018 | 68 | 2018 |
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 | 59 | 2021 |
Interpretability at scale: Identifying causal mechanisms in alpaca Z Wu, A Geiger, C Potts, ND Goodman NeurIPS 2023, 2023 | 49 | 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 | 43 | 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 | 32 | 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 | 31 | 2022 |
Causal Proxy Models for Concept-Based Model Explanations Z Wu, K D'Oosterlinck, A Geiger, A Zur, C Potts ICML 2023, 2022 | 26 | 2022 |
On explaining your explanations of bert: An empirical study with sequence classification Z Wu, DC Ong arXiv preprint arXiv:2101.00196, 2021 | 24 | 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 | 22 | 2022 |
Attending to emotional narratives Z Wu, X Zhang, T Zhi-Xuan, J Zaki, DC Ong IEEE ACII 2019, 2019 | 20 | 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 | 19 | 2021 |
ReaSCAN: Compositional Reasoning in Language Grounding Z Wu, E Kreiss, D Ong, C Potts NeurIPS 2021, 2021 | 19 | 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 | 18 | 2021 |
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis Z Wu, TS Nguyen, DC Ong EMNLP 2020 @BlackboxNLP, 2020 | 18 | 2020 |
Rigorously Assessing Natural Language Explanations of Neurons J Huang, A Geiger, K D'Oosterlinck, Z Wu, C Potts EMNLP 2023 @BlackboxNLP, 2023 | 17 | 2023 |