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- Publications
- Influence
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension
- Bhavana Dalvi, Lifu Huang, Niket Tandon, Wen-tau Yih, P. Clark
- Computer Science
- NAACL-HLT
- 17 May 2018
We present a new dataset and models for comprehending paragraphs about processes (e.g., photosynthesis), an important genre of text describing a dynamic world. The new dataset, ProPara, is the first… Expand
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications
- Dongyeop Kang, Waleed Ammar, +4 authors Roy Schwartz
- Computer Science
- NAACL-HLT
- 25 April 2018
Peer reviewing is a central component in the scientific publishing process. We present the first public dataset of scientific peer reviews available for research purposes (PeerRead v1) providing an… Expand
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge
- Niket Tandon, Bhavana Dalvi, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark
- Computer Science
- EMNLP
- 29 August 2018
Comprehending procedural text, e.g., a paragraph describing photosynthesis, requires modeling actions and the state changes they produce, so that questions about entities at different timepoints can… Expand
Structure, tie persistence and event detection in large phone and SMS networks
- Leman Akoglu, Bhavana Dalvi
- Computer Science
- MLG '10
- 24 July 2010
The effect of the network structure on the dynamics of social and communication networks has been of interest in recent years. It has been observed that network properties such as neighborhood… Expand
What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text
- P. Clark, Bhavana Dalvi, Niket Tandon
- Computer Science
- ArXiv
- 15 April 2018
Our goal is to answer questions about paragraphs describing processes (e.g., photosynthesis). Texts of this genre are challenging because the effects of actions are often implicit (unstated),… Expand
Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies
- Bhavana Dalvi, A. Mishra, William W. Cohen
- Computer Science
- WSDM '16
- 8 February 2016
In an entity classification task, topic or concept hierarchies are often incomplete. Previous work by Dalvi et al. [12] has showed that in non-hierarchical semi-supervised classification tasks, the… Expand
IKE - An Interactive Tool for Knowledge Extraction
- Bhavana Dalvi, Sumithra Bhakthavatsalam, +4 authors Dirk Groeneveld
- Computer Science
- AKBC@NAACL-HLT
- 2016
Recent work on information extraction has suggested that fast, interactive tools can be highly effective; however, creating a usable system is challenging, and few publically available tools exist.… Expand
Pretrained Language Models for Sequential Sentence Classification
- Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld
- Computer Science
- EMNLP/IJCNLP
- 9 September 2019
As a step toward better document-level understanding, we explore classification of a sequence of sentences into their corresponding categories, a task that requires understanding sentences in context… Expand
Integrating Energy Storage in Electricity Distribution Networks
- A. Mishra, R. Sitaraman, +4 authors Stephen Lee
- Engineering, Computer Science
- e-Energy '15
- 14 July 2015
Electricity generation combined with its transmission and distribution form the majority of an electric utility's recurring operating costs. These costs are determined, not only by the aggregate… Expand
A Tale of Two Entity Linking and Discovery Systems
- Kathryn Mazaitis, R. C. Wang, F. Lin, Bhavana Dalvi, Jakob Bauer, William W. Cohen
- Computer Science
- 2014
The long-term research agenda of our group is to evaluate the potential of probabilistic logics for complex, large-scale problems which require data resources naturally encoded as relations. In… Expand
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