Graph based techniques for user personalization of news streams. - Saurabh Kumar; Mayank Kulkarni (COMPUTE, 2013)

Optimizing response time and synchronization in User Virtualization via adaptive memory compression. - Mayank Kulkarni; Rushikesh Ghatpande; Nikunj Karnani; Jibi Abraham (ICACCI, 2015)

Affect-Based Early Prediction of Player Mental Demand and Engagement for Educational Games. - Joseph B. Wiggins; Mayank Kulkarni; Wookhee Min; Bradford W. Mott; Kristy Elizabeth Boyer; Eric N. Wiebe; James C. Lester (AIIDE, 2018)

Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models. - Mayank Kulkarni; Kristy Elizabeth Boyer (BEA@NAACL-HLT, 2018)

User Affect and No-Match Dialogue Scenarios: An Analysis of Facial Expression. - Joseph B. Wiggins; Mayank Kulkarni; Wookhee Min; Kristy Elizabeth Boyer; Bradford W. Mott; Eric N. Wiebe; James C. Lester (MA3HMI@ICMI, 2018)

Take the Initiative: Mixed Initiative Dialogue Policies for Pedagogical Agents in Game-Based Learning Environments. - Joseph B. Wiggins; Mayank Kulkarni; Wookhee Min; Kristy Elizabeth Boyer; Bradford W. Mott; Eric N. Wiebe; James C. Lester (AIED (2), 2019)

Keyphrase Extraction from Scholarly Articles as Sequence Labeling using Contextualized Embeddings. - Dhruva Sahrawat; Debanjan Mahata; Mayank Kulkarni; Haimin Zhang; Rakesh Gosangi; Amanda Stent; Agniv Sharma; Yaman Kumar 001; Rajiv Ratn Shah; Roger Zimmermann (CoRR, 2019)

Multi-Domain Named Entity Recognition with Genre-Aware and Agnostic Inference. - Jing Wang 069; Mayank Kulkarni; Daniel Preotiuc-Pietro (ACL, 2020)

Keyphrase Extraction as Sequence Labeling Using Contextualized Embeddings. - Dhruva Sahrawat; Debanjan Mahata; Haimin Zhang; Mayank Kulkarni; Agniv Sharma; Rakesh Gosangi; Amanda Stent; Yaman Kumar 001; Rajiv Ratn Shah; Roger Zimmermann (ECIR (2), 2020)

EntSUM: A Data Set for Entity-Centric Extractive Summarization. - Mounica Maddela; Mayank Kulkarni; Daniel Preotiuc-Pietro (ACL (1), 2022)

Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders. - Ella Hofmann-Coyle; Mayank Kulkarni; Lingjue Xie; Mounica Maddela; Daniel Preotiuc-Pietro (AACL/IJCNLP (2), 2022)

Cross-lingual Few-Shot Learning on Unseen Languages. - Genta Indra Winata; Shijie Wu; Mayank Kulkarni; Thamar Solorio; Daniel Preotiuc-Pietro (AACL/IJCNLP (1), 2022)

Learning Rich Representation of Keyphrases from Text. - Mayank Kulkarni; Debanjan Mahata; Ravneet Arora; Rajarshi Bhowmik (NAACL-HLT (Findings), 2022)

EntSUM: A Data Set for Entity-Centric Summarization. - Mounica Maddela; Mayank Kulkarni; Daniel Preotiuc-Pietro (CoRR, 2022)

An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing. - Mayank Kulkarni; Aoxiao Zhong; Nicolas Guenon des Mesnards; Sahar Movaghati; Mukund Sridhar; He Xie; Jianhua Lu (ACL (Findings), 2023)

Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning. - Genta Indra Winata; Lingjue Xie; Karthik Radhakrishnan; Shijie Wu; Xisen Jin; Pengxiang Cheng 001; Mayank Kulkarni; Daniel Preotiuc-Pietro (ACL (Findings), 2023)

Towards a Unified Multi-Domain Multilingual Named Entity Recognition Model. - Mayank Kulkarni; Daniel Preotiuc-Pietro; Karthik Radhakrishnan; Genta Indra Winata; Shijie Wu; Lingjue Xie; Shaohua Yang (EACL, 2023)

EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization. - Dhruv Mehra; Lingjue Xie; Ella Hofmann-Coyle; Mayank Kulkarni; Daniel Preotiuc-Pietro (EMNLP, 2023)

Clustering-based Sampling for Few-Shot Cross-Domain Keyphrase Extraction. - Prakamya Mishra; Lincy Pattanaik; Arunima Sundar; Nishant Yadav; Mayank Kulkarni (EACL (Findings), 2024)

MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning. - Sanchit Sinha; Yuguang Yue; Victor Soto; Mayank Kulkarni; Jianhua Lu; Aidong Zhang (KDD, 2024)

MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs. - Yuhang Zhou; Giannis Karamanolakis; Victor Soto; Anna Rumshisky; Mayank Kulkarni; Furong Huang; Wei Ai 002; Jianhua Lu (NAACL (Long Papers), 2025)