Keyword search on external memory data graphs. - Bhavana Bharat Dalvi; Meghana Kshirsagar; S. Sudarshan 001 (Proc. VLDB Endow., 2008)

Structure, tie persistence and event detection in large phone and SMS networks. - Leman Akoglu; Bhavana Dalvi (MLG@KDD, 2010)

Entity List Completion Using Set Expansion Techniques. - Bhavana Bharat Dalvi; Jamie Callan; William W. Cohen (TREC, 2010)

Collectively Representing Semi-Structured Data from the Web. - Bhavana Dalvi; William W. Cohen; Jamie Callan (AKBC-WEKEX@NAACL-HLT, 2012)

WebSets: extracting sets of entities from the web using unsupervised information extraction. - Bhavana Bharat Dalvi; William W. Cohen; Jamie Callan (WSDM, 2012)

Classifying entities into an incomplete ontology. - Bhavana Dalvi; William W. Cohen; Jamie Callan (AKBC@CIKM, 2013)

From Topic Models to Semi-supervised Learning: Biasing Mixed-Membership Models to Exploit Topic-Indicative Features in Entity Clustering. - Ramnath Balasubramanyan; Bhavana Bharat Dalvi; William W. Cohen (ECML/PKDD (2), 2013)

Exploratory Learning. - Bhavana Bharat Dalvi; William W. Cohen; Jamie Callan (ECML/PKDD (3), 2013)

Very Fast Similarity Queries on Semi-Structured Data from the Web. - William W. Cohen; Bhavana Bharat Dalvi (SDM, 2013)

A language modeling approach to entity recognition and disambiguation for search queries. - Bhavana Bharat Dalvi; Chenyan Xiong; Jamie Callan (ERD@SIGIR, 2014)

Never-Ending Learning. - Tom M. Mitchell; William W. Cohen; Estevam R. Hruschka Jr.; Partha Pratim Talukdar; Justin Betteridge; Andrew Carlson; Bhavana Dalvi Mishra; Matthew Gardner 001; Bryan Kisiel; Jayant Krishnamurthy; Ni Lao; Kathryn Mazaitis; et al. (AAAI, 2015)

Integrating Energy Storage in Electricity Distribution Networks. - Aditya Kumar Mishra; Ramesh K. Sitaraman; David E. Irwin 001; Ting Zhu 001; Prashant J. Shenoy; Bhavana Dalvi; Stephen Lee (e-Energy, 2015)

Automatic Gloss Finding for a Knowledge Base using Ontological Constraints. - Bhavana Bharat Dalvi; Einat Minkov; Partha Pratim Talukdar; William W. Cohen (WSDM, 2015)

Constrained Semi-supervised Learning in the Presence of Unanticipated Classes. - Bhavana Bharat Dalvi (SIGIR Forum, 2015)

IKE - An Interactive Tool for Knowledge Extraction. - Bhavana Dalvi; Sumithra Bhakthavatsalam; Chris Clark; Peter Clark; Oren Etzioni; Anthony Fader; Dirk Groeneveld (AKBC@NAACL-HLT, 2016)

WOSPF: A Traffic Engineering Solution for OSPF Networks. - Aditya Kumar Mishra; Anirudha Sahoo; Bhavana Dalvi; Ting Zhu 001 (GLOBECOM, 2016)

Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies. - Bhavana Dalvi; Aditya Kumar Mishra; William W. Cohen (WSDM, 2016)

Domain-Targeted, High Precision Knowledge Extraction. - Bhavana Dalvi Mishra; Niket Tandon; Peter Clark (Trans. Assoc. Comput. Linguistics, 2017)

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge. - Niket Tandon; Bhavana Dalvi; Joel Grus; Wen-tau Yih; Antoine Bosselut; Peter Clark (EMNLP, 2018)

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension. - Bhavana Dalvi; Lifu Huang; Niket Tandon; Wen-tau Yih; Peter Clark (NAACL-HLT, 2018)

A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications. - Dongyeop Kang; Waleed Ammar; Bhavana Dalvi; Madeleine van Zuylen; Sebastian Kohlmeier; Eduard H. Hovy; Roy Schwartz 001 (NAACL-HLT, 2018)

Never-ending learning. - Tom M. Mitchell; William W. Cohen; Estevam R. Hruschka Jr.; Partha P. Talukdar; Bo Yang 011; Justin Betteridge; Andrew Carlson; Bhavana Dalvi Mishra; Matt Gardner 001; Bryan Kisiel; Jayant Krishnamurthy; Ni Lao; et al. (Commun. ACM, 2018)

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text. - Peter Clark; Bhavana Dalvi; Niket Tandon (CoRR, 2018)

Pretrained Language Models for Sequential Sentence Classification. - Arman Cohan; Iz Beltagy; Daniel King; Bhavana Dalvi; Daniel S. Weld (EMNLP/IJCNLP (1), 2019)

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text. - Bhavana Dalvi; Niket Tandon; Antoine Bosselut; Wen-tau Yih; Peter Clark (EMNLP/IJCNLP (1), 2019)

WIQA: A dataset for "What if..." reasoning over procedural text. - Niket Tandon; Bhavana Dalvi; Keisuke Sakaguchi; Peter Clark; Antoine Bosselut (EMNLP/IJCNLP (1), 2019)

Be Consistent! Improving Procedural Text Comprehension using Label Consistency. - Xinya Du; Bhavana Dalvi Mishra; Niket Tandon; Antoine Bosselut; Wen-tau Yih; Peter Clark; Claire Cardie (NAACL-HLT (1), 2019)

Procedural Reading Comprehension with Attribute-Aware Context Flow. - Aida Amini; Antoine Bosselut; Bhavana Dalvi Mishra; Yejin Choi 001; Hannaneh Hajishirzi (AKBC, 2020)

What-if I ask you to explain: Explaining the effects of perturbations in procedural text. - Dheeraj Rajagopal; Niket Tandon; Peter Clark; Bhavana Dalvi; Eduard H. Hovy (EMNLP (Findings), 2020)

A Dataset for Tracking Entities in Open Domain Procedural Text. - Niket Tandon; Keisuke Sakaguchi; Bhavana Dalvi; Dheeraj Rajagopal; Peter Clark; Michal Guerquin; Kyle Richardson 001; Eduard H. Hovy (EMNLP (1), 2020)

From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project. - Peter Clark; Oren Etzioni; Tushar Khot; Daniel Khashabi; Bhavana Dalvi Mishra; Kyle Richardson 001; Ashish Sabharwal; Carissa Schoenick; Oyvind Tafjord; Niket Tandon; Sumithra Bhakthavatsalam; Dirk Groeneveld; et al. (AI Mag., 2020)

ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language. - Oyvind Tafjord; Bhavana Dalvi; Peter Clark (ACL/IJCNLP (Findings), 2021)

Explaining Answers with Entailment Trees. - Bhavana Dalvi; Peter Jansen 001; Oyvind Tafjord; Zhengnan Xie; Hannah Smith; Leighanna Pipatanangkura; Peter Clark (EMNLP (1), 2021)

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge. - Sumithra Bhakthavatsalam; Daniel Khashabi; Tushar Khot; Bhavana Dalvi Mishra; Kyle Richardson 001; Ashish Sabharwal; Carissa Schoenick; Oyvind Tafjord; Peter Clark (CoRR, 2021)

DREAM: Uncovering Mental Models behind Language Models. - Yuling Gu; Bhavana Dalvi Mishra; Peter Clark (CoRR, 2021)

Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement. - Bhavana Dalvi Mishra; Oyvind Tafjord; Peter Clark (EMNLP, 2022)

Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning. - Oyvind Tafjord; Bhavana Dalvi Mishra; Peter Clark (EMNLP, 2022)

DREAM: Improving Situational QA by First Elaborating the Situation. - Yuling Gu; Bhavana Dalvi; Peter Clark (NAACL-HLT, 2022)

Towards Teachable Reasoning Systems. - Bhavana Dalvi; Oyvind Tafjord; Peter Clark (CoRR, 2022)

Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE. - Yuling Gu; Yao Fu; Valentina Pyatkin; Ian Magnusson; Bhavana Dalvi Mishra; Peter Clark (CoRR, 2022)

Constrained Semi-supervised Learning in the Presence of Unanticipated Classes - Bhavana Dalvi (2022)

Do language models have coherent mental models of everyday things? - Yuling Gu; Bhavana Dalvi Mishra; Peter Clark (ACL (1), 2023)

CLIN: A Continually Learning Language Agent for Rapid Task Adaptation and Generalization. - Bodhisattwa Prasad Majumder; Bhavana Dalvi Mishra; Peter A. Jansen; Oyvind Tafjord; Niket Tandon; Li Zhang 039; Chris Callison-Burch; Peter Clark (CoRR, 2023)

BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability. - Peter Clark; Bhavana Dalvi Mishra; Oyvind Tafjord (CoRR, 2023)

Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic. - Nathaniel Weir; Kate Sanders 002; Orion Weller; Shreya Sharma 010; Dongwei Jiang; Zhengping Jiang; Bhavana Dalvi Mishra; Oyvind Tafjord; Peter A. Jansen; Peter Clark; Benjamin Van Durme (EMNLP, 2024)

Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills. - Kolby Nottingham; Bodhisattwa Prasad Majumder; Bhavana Dalvi Mishra; Sameer Singh 001; Peter Clark; Roy Fox (ICML, 2024)

DiscoveryWorld: A Virtual Environment for Developing and Evaluating Automated Scientific Discovery Agents. - Peter A. Jansen; Marc-Alexandre Côté; Tushar Khot; Erin Bransom; Bhavana Dalvi Mishra; Bodhisattwa Prasad Majumder; Oyvind Tafjord; Peter Clark (NeurIPS, 2024)

CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation. - Peter Jansen 001; Oyvind Tafjord; Marissa Radensky; Pao Siangliulue; Tom Hope; Bhavana Dalvi Mishra; Bodhisattwa Prasad Majumder; Daniel S. Weld; Peter Clark (ACL (Findings), 2025)

IdeaSynth: Iterative Research Idea Development Through Evolving and Composing Idea Facets with Literature-Grounded Feedback. - Kevin Pu; K. J. Kevin Feng; Tovi Grossman; Tom Hope; Bhavana Dalvi Mishra; Matt Latzke; Jonathan Bragg; Joseph Chee Chang; Pao Siangliulue (CHI, 2025)

DiscoveryBench: Towards Data-Driven Discovery with Large Language Models. - Bodhisattwa Prasad Majumder; Harshit Surana; Dhruv Agarwal 003; Bhavana Dalvi Mishra; Abhijeetsingh Meena; Aryan Prakhar; Tirth Vora; Tushar Khot; Ashish Sabharwal; Peter Clark (ICLR, 2025)

From Models to Microtheories: Distilling a Model's Topical Knowledge for Grounded Question-Answering. - Nathaniel Weir; Bhavana Dalvi Mishra; Orion Weller; Oyvind Tafjord; Sam Hornstein; Alexander Sabol; Peter A. Jansen; Benjamin Van Durme; Peter Clark (ICLR, 2025)

Latent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision. - Zhouhang Xie; Tushar Khot; Bhavana Dalvi Mishra; Harshit Surana; Julian J. McAuley; Peter Clark; Bodhisattwa Prasad Majumder (NAACL (Long Papers), 2025)

Latent Factor Models Meets Instructions:Goal-conditioned Latent Factor Discovery without Task Supervision. - Zhouhang Xie; Tushar Khot; Bhavana Dalvi Mishra; Harshit Surana; Julian J. McAuley; Peter Clark; Bodhisattwa Prasad Majumder (CoRR, 2025)

HypER: Literature-grounded Hypothesis Generation and Distillation with Provenance. - Rosni Vasu; Chandrayee Basu; Bhavana Dalvi Mishra; Cristina Sarasua; Peter Clark; Abraham Bernstein (CoRR, 2025)

Open-ended Scientific Discovery via Bayesian Surprise. - Dhruv Agarwal 003; Bodhisattwa Prasad Majumder; Reece Adamson; Megha Chakravorty; Satvika Reddy Gavireddy; Aditya Parashar; Harshit Surana; Bhavana Dalvi Mishra; Andrew McCallum; Ashish Sabharwal; Peter Clark (CoRR, 2025)