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Bhavana Dalvi
Person information
- affiliation: AI2, Allen Institute for Artificial Intelligence, Seattle, US
- affiliation (PhD 2015): Carnegie Mellon University, USA
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2020 – today
- 2024
- [c33]Nathaniel Weir, Kate Sanders, Orion Weller, Shreya Sharma, Dongwei Jiang, Zhengping Jiang, Bhavana Dalvi Mishra, Oyvind Tafjord, Peter A. Jansen, Peter Clark, Benjamin Van Durme:
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic. EMNLP 2024: 9458-9482 - [c32]Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Sameer Singh, Peter Clark, Roy Fox:
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills. ICML 2024 - [i29]Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Sameer Singh, Peter Clark, Roy Fox:
Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills. CoRR abs/2402.03244 (2024) - [i28]Nathaniel Weir, Kate Sanders, Orion Weller, Shreya Sharma, Dongwei Jiang, Zhengping Jiang, Bhavana Dalvi Mishra, Oyvind Tafjord, Peter A. Jansen, Peter Clark, Benjamin Van Durme:
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic. CoRR abs/2402.14798 (2024) - [i27]Peter A. Jansen, Marc-Alexandre Côté, Tushar Khot, Erin Bransom, Bhavana Dalvi Mishra, Bodhisattwa Prasad Majumder, Oyvind Tafjord, Peter Clark:
DISCOVERYWORLD: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents. CoRR abs/2406.06769 (2024) - [i26]Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, Bhavana Dalvi Mishra, Abhijeetsingh Meena, Aryan Prakhar, Tirth Vora, Tushar Khot, Ashish Sabharwal, Peter Clark:
DiscoveryBench: Towards Data-Driven Discovery with Large Language Models. CoRR abs/2407.01725 (2024) - [i25]Kevin Pu, K. J. Kevin Feng, Tovi Grossman, Tom Hope, Bhavana Dalvi Mishra, Matt Latzke, Jonathan Bragg, Joseph Chee Chang, Pao Siangliulue:
IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback. CoRR abs/2410.04025 (2024) - 2023
- [c31]Yuling Gu, Bhavana Dalvi Mishra, Peter Clark:
Do language models have coherent mental models of everyday things? ACL (1) 2023: 1892-1913 - [i24]Bodhisattwa Prasad Majumder, Bhavana Dalvi Mishra, Peter A. Jansen, Oyvind Tafjord, Niket Tandon, Li Zhang, Chris Callison-Burch, Peter Clark:
CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization. CoRR abs/2310.10134 (2023) - [i23]Peter Clark, Bhavana Dalvi Mishra, Oyvind Tafjord:
BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability. CoRR abs/2312.07527 (2023) - 2022
- [c30]Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark:
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning. EMNLP 2022: 2078-2093 - [c29]Bhavana Dalvi Mishra, Oyvind Tafjord, Peter Clark:
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement. EMNLP 2022: 9465-9480 - [c28]Yuling Gu, Bhavana Dalvi, Peter Clark:
DREAM: Improving Situational QA by First Elaborating the Situation. NAACL-HLT 2022: 1115-1127 - [i22]Bhavana Dalvi, Oyvind Tafjord, Peter Clark:
Towards Teachable Reasoning Systems. CoRR abs/2204.13074 (2022) - [i21]Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark:
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning. CoRR abs/2210.12217 (2022) - [i20]Yuling Gu, Yao Fu, Valentina Pyatkin, Ian Magnusson, Bhavana Dalvi Mishra, Peter Clark:
Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE. CoRR abs/2210.16407 (2022) - [i19]Yuling Gu, Bhavana Dalvi Mishra, Peter Clark:
Do language models have coherent mental models of everyday things? CoRR abs/2212.10029 (2022) - 2021
- [c27]Oyvind Tafjord, Bhavana Dalvi, Peter Clark:
ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language. ACL/IJCNLP (Findings) 2021: 3621-3634 - [c26]Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, Zhengnan Xie, Hannah Smith, Leighanna Pipatanangkura, Peter Clark:
Explaining Answers with Entailment Trees. EMNLP (1) 2021: 7358-7370 - [i18]Sumithra Bhakthavatsalam, Daniel Khashabi, Tushar Khot, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Peter Clark:
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge. CoRR abs/2102.03315 (2021) - [i17]Bhavana Dalvi, Peter Jansen, Oyvind Tafjord, Zhengnan Xie, Hannah Smith, Leighanna Pipatanangkura, Peter Clark:
Explaining Answers with Entailment Trees. CoRR abs/2104.08661 (2021) - [i16]Yuling Gu, Bhavana Dalvi Mishra, Peter Clark:
DREAM: Uncovering Mental Models behind Language Models. CoRR abs/2112.08656 (2021) - 2020
- [j5]Peter Clark, Oren Etzioni, Tushar Khot, Daniel Khashabi, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Niket Tandon, Sumithra Bhakthavatsalam, Dirk Groeneveld, Michal Guerquin, Michael Schmitz:
From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project. AI Mag. 41(4): 39-53 (2020) - [c25]Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra, Yejin Choi, Hannaneh Hajishirzi:
Procedural Reading Comprehension with Attribute-Aware Context Flow. AKBC 2020 - [c24]Dheeraj Rajagopal, Niket Tandon, Peter Clark, Bhavana Dalvi, Eduard H. Hovy:
What-if I ask you to explain: Explaining the effects of perturbations in procedural text. EMNLP (Findings) 2020: 3345-3355 - [c23]Niket Tandon, Keisuke Sakaguchi, Bhavana Dalvi, Dheeraj Rajagopal, Peter Clark, Michal Guerquin, Kyle Richardson, Eduard H. Hovy:
A Dataset for Tracking Entities in Open Domain Procedural Text. EMNLP (1) 2020: 6408-6417 - [i15]Aida Amini, Antoine Bosselut, Bhavana Dalvi Mishra, Yejin Choi, Hannaneh Hajishirzi:
Procedural Reading Comprehension with Attribute-Aware Context Flow. CoRR abs/2003.13878 (2020) - [i14]Dheeraj Rajagopal, Niket Tandon, Peter Clark, Bhavana Dalvi, Eduard H. Hovy:
What-if I ask you to explain: Explaining the effects of perturbations in procedural text. CoRR abs/2005.01526 (2020) - [i13]Niket Tandon, Keisuke Sakaguchi, Bhavana Dalvi Mishra, Dheeraj Rajagopal, Peter Clark, Michal Guerquin, Kyle Richardson, Eduard H. Hovy:
A Dataset for Tracking Entities in Open Domain Procedural Text. CoRR abs/2011.08092 (2020) - [i12]Oyvind Tafjord, Bhavana Dalvi Mishra, Peter Clark:
ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language. CoRR abs/2012.13048 (2020)
2010 – 2019
- 2019
- [c22]Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld:
Pretrained Language Models for Sequential Sentence Classification. EMNLP/IJCNLP (1) 2019: 3691-3697 - [c21]Bhavana Dalvi, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark:
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text. EMNLP/IJCNLP (1) 2019: 4495-4504 - [c20]Niket Tandon, Bhavana Dalvi, Keisuke Sakaguchi, Peter Clark, Antoine Bosselut:
WIQA: A dataset for "What if..." reasoning over procedural text. EMNLP/IJCNLP (1) 2019: 6075-6084 - [c19]Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie:
Be Consistent! Improving Procedural Text Comprehension using Label Consistency. NAACL-HLT (1) 2019: 2347-2356 - [i11]Xinya Du, Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark, Claire Cardie:
Be Consistent! Improving Procedural Text Comprehension using Label Consistency. CoRR abs/1906.08942 (2019) - [i10]Peter Clark, Oren Etzioni, Daniel Khashabi, Tushar Khot, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Niket Tandon, Sumithra Bhakthavatsalam, Dirk Groeneveld, Michal Guerquin, Michael Schmitz:
From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project. CoRR abs/1909.01958 (2019) - [i9]Arman Cohan, Iz Beltagy, Daniel King, Bhavana Dalvi, Daniel S. Weld:
Pretrained Language Models for Sequential Sentence Classification. CoRR abs/1909.04054 (2019) - [i8]Niket Tandon, Bhavana Dalvi Mishra, Keisuke Sakaguchi, Antoine Bosselut, Peter Clark:
WIQA: A dataset for "What if..." reasoning over procedural text. CoRR abs/1909.04739 (2019) - [i7]Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark:
Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text. CoRR abs/1909.04745 (2019) - 2018
- [j4]Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha P. Talukdar, Bo Yang, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matt Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling:
Never-ending learning. Commun. ACM 61(5): 103-115 (2018) - [c18]Niket Tandon, Bhavana Dalvi, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark:
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. EMNLP 2018: 57-66 - [c17]Bhavana Dalvi, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark:
Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension. NAACL-HLT 2018: 1595-1604 - [c16]Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard H. Hovy, Roy Schwartz:
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications. NAACL-HLT 2018: 1647-1661 - [i6]Peter Clark, Bhavana Dalvi, Niket Tandon:
What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text. CoRR abs/1804.05435 (2018) - [i5]Dongyeop Kang, Waleed Ammar, Bhavana Dalvi, Madeleine van Zuylen, Sebastian Kohlmeier, Eduard H. Hovy, Roy Schwartz:
A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications. CoRR abs/1804.09635 (2018) - [i4]Bhavana Dalvi Mishra, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark:
Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension. CoRR abs/1805.06975 (2018) - [i3]Niket Tandon, Bhavana Dalvi Mishra, Joel Grus, Wen-tau Yih, Antoine Bosselut, Peter Clark:
Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. CoRR abs/1808.10012 (2018) - 2017
- [j3]Bhavana Dalvi Mishra, Niket Tandon, Peter Clark:
Domain-Targeted, High Precision Knowledge Extraction. Trans. Assoc. Comput. Linguistics 5: 233-246 (2017) - 2016
- [c15]Bhavana Dalvi, Sumithra Bhakthavatsalam, Chris Clark, Peter Clark, Oren Etzioni, Anthony Fader, Dirk Groeneveld:
IKE - An Interactive Tool for Knowledge Extraction. AKBC@NAACL-HLT 2016: 12-17 - [c14]Aditya Kumar Mishra, Anirudha Sahoo, Bhavana Dalvi, Ting Zhu:
WOSPF: A Traffic Engineering Solution for OSPF Networks. GLOBECOM 2016: 1-7 - [c13]Bhavana Dalvi, Aditya Kumar Mishra, William W. Cohen:
Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies. WSDM 2016: 193-202 - 2015
- [j2]Bhavana Bharat Dalvi:
Constrained Semi-supervised Learning in the Presence of Unanticipated Classes. SIGIR Forum 49(2): 147 (2015) - [c12]Tom M. Mitchell, William W. Cohen, Estevam R. Hruschka Jr., Partha Pratim Talukdar, Justin Betteridge, Andrew Carlson, Bhavana Dalvi Mishra, Matthew Gardner, Bryan Kisiel, Jayant Krishnamurthy, Ni Lao, Kathryn Mazaitis, Thahir Mohamed, Ndapandula Nakashole, Emmanouil A. Platanios, Alan Ritter, Mehdi Samadi, Burr Settles, Richard C. Wang, Derry Wijaya, Abhinav Gupta, Xinlei Chen, Abulhair Saparov, Malcolm Greaves, Joel Welling:
Never-Ending Learning. AAAI 2015: 2302-2310 - [c11]Aditya Kumar Mishra, Ramesh K. Sitaraman, David E. Irwin, Ting Zhu, Prashant J. Shenoy, Bhavana Dalvi, Stephen Lee:
Integrating Energy Storage in Electricity Distribution Networks. e-Energy 2015: 37-46 - [c10]Bhavana Bharat Dalvi, Einat Minkov, Partha Pratim Talukdar, William W. Cohen:
Automatic Gloss Finding for a Knowledge Base using Ontological Constraints. WSDM 2015: 369-378 - 2014
- [c9]Bhavana Bharat Dalvi, Chenyan Xiong, Jamie Callan:
A language modeling approach to entity recognition and disambiguation for search queries. ERD@SIGIR 2014: 45-54 - 2013
- [c8]Bhavana Dalvi, William W. Cohen, Jamie Callan:
Classifying entities into an incomplete ontology. AKBC@CIKM 2013: 31-36 - [c7]Bhavana Bharat Dalvi, William W. Cohen, Jamie Callan:
Exploratory Learning. ECML/PKDD (3) 2013: 128-143 - [c6]Ramnath Balasubramanyan, Bhavana Bharat Dalvi, William W. Cohen:
From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering. ECML/PKDD (2) 2013: 628-642 - [c5]William W. Cohen, Bhavana Bharat Dalvi:
Very Fast Similarity Queries on Semi-Structured Data from the Web. SDM 2013: 512-520 - [i2]Bhavana Bharat Dalvi, William W. Cohen, Jamie Callan:
Exploratory Learning. CoRR abs/1307.0253 (2013) - [i1]Bhavana Bharat Dalvi, William W. Cohen, Jamie Callan:
WebSets: Extracting Sets of Entities from the Web Using Unsupervised Information Extraction. CoRR abs/1307.0261 (2013) - 2012
- [c4]Bhavana Dalvi, William W. Cohen, Jamie Callan:
Collectively Representing Semi-Structured Data from the Web. AKBC-WEKEX@NAACL-HLT 2012: 7-12 - [c3]Bhavana Bharat Dalvi, William W. Cohen, Jamie Callan:
WebSets: extracting sets of entities from the web using unsupervised information extraction. WSDM 2012: 243-252 - 2010
- [c2]Leman Akoglu, Bhavana Dalvi:
Structure, tie persistence and event detection in large phone and SMS networks. MLG@KDD 2010: 10-17 - [c1]Bhavana Bharat Dalvi, Jamie Callan, William W. Cohen:
Entity List Completion Using Set Expansion Techniques. TREC 2010
2000 – 2009
- 2008
- [j1]Bhavana Bharat Dalvi, Meghana Kshirsagar, S. Sudarshan:
Keyword search on external memory data graphs. Proc. VLDB Endow. 1(1): 1189-1204 (2008)
Coauthor Index
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