Cross Sentence Inference for Process Knowledge. - Samuel Louvan; Chetan Naik; Sadhana Kumaravel; Heeyoung Kwon; Niranjan Balasubramanian; Peter Clark (EMNLP, 2016)

Beyond Backprop: Alternating Minimization with co-Activation Memory. - Anna Choromanska; Sadhana Kumaravel; Ronny Luss; Irina Rish; Brian Kingsbury; Ravi Tejwani; Djallel Bouneffouf 001 (CoRR, 2018)

Beyond Backprop: Online Alternating Minimization with Auxiliary Variables. - Anna Choromanska; Benjamin Cowen; Sadhana Kumaravel; Ronny Luss; Mattia Rigotti; Irina Rish; Paolo Diachille; Viatcheslav Gurev; Brian Kingsbury; Ravi Tejwani; Djallel Bouneffouf 001 (ICML, 2019)

Mental Models of AI Agents in a Cooperative Game Setting. - Katy Ilonka Gero; Zahra Ashktorab; Casey Dugan; Qian Pan; James Johnson; Werner Geyer; Maria Ruiz; Sarah Miller; David R. Millen; Murray Campbell; Sadhana Kumaravel; Wei Zhang 057 (CHI, 2020)

Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning. - Wei Zhang 057; Murray Campbell; Yang Yu 029; Sadhana Kumaravel (CoRR, 2020)

Human-AI Collaboration in a Cooperative Game Setting: Measuring Social Perception and Outcomes. - Zahra Ashktorab; Q. Vera Liao; Casey Dugan; James Johnson; Qian Pan; Wei Zhang 057; Sadhana Kumaravel; Murray Campbell (Proc. ACM Hum. Comput. Interact., 2020)

Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. - Keerthiram Murugesan; Mattia Atzeni; Pavan Kapanipathi; Pushkar Shukla; Sadhana Kumaravel; Gerald Tesauro; Kartik Talamadupula; Mrinmaya Sachan; Murray Campbell (AAAI, 2021)

Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning. - Wei Zhang 057; Murray Campbell; Yang Yu 029; Sadhana Kumaravel (AAAI, 2021)

Effects of Communication Directionality and AI Agent Differences in Human-AI Interaction. - Zahra Ashktorab; Casey Dugan; James Johnson; Qian Pan; Wei Zhang 057; Sadhana Kumaravel; Murray Campbell (CHI, 2021)

Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract). - Katy Ilonka Gero; Zahra Ashktorab; Casey Dugan; Qian Pan; James Johnson; Werner Geyer; Maria Ruiz; Sarah Miller; David R. Millen; Murray Campbell; Sadhana Kumaravel; Wei Zhang 057 (IJCAI, 2021)

DocAMR: Multi-Sentence AMR Representation and Evaluation. - Tahira Naseem; Austin Blodgett; Sadhana Kumaravel; Tim O'Gorman; Young-Suk Lee 001; Jeffrey Flanigan; Ramón Fernandez Astudillo; Radu Florian; Salim Roukos; Nathan Schneider 001 (NAACL-HLT, 2022)

Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing. - Sadhana Kumaravel; Tahira Naseem; Ramón Fernandez Astudillo; Radu Florian; Salim Roukos (CoRR, 2023)

Formally Specifying the High-Level Behavior of LLM-Based Agents. - Maxwell Crouse; Ibrahim Abdelaziz; Kinjal Basu 002; Soham Dan; Sadhana Kumaravel; Achille Fokoue; Pavan Kapanipathi; Luis A. Lastras (CoRR, 2023)

CHRONOS: A Schema-Based Event Understanding and Prediction System. - Maria Chang 001; Achille Fokoue; Rosario Uceda-Sosa; Parul Awasthy; Ken Barker 002; Sadhana Kumaravel; Oktie Hassanzadeh; Elton F. S. Soares; Tian Gao; Debarun Bhattacharjya; Radu Florian; Salim Roukos (AAAI, 2024)

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. - Kinjal Basu 002; Ibrahim Abdelaziz; Subhajit Chaudhury; Soham Dan; Maxwell Crouse; Asim Munawar; Vernon Austel; Sadhana Kumaravel; Vinod Muthusamy; Pavan Kapanipathi; Luis A. Lastras (ACL (1), 2024)

Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks. - Ibrahim Abdelaziz; Kinjal Basu 002; Mayank Agarwal; Sadhana Kumaravel; Matthew Stallone; Rameswar Panda; Yara Rizk; G. P. Shrivatsa Bhargav; Maxwell Crouse; R. Chulaka Gunasekara; Shajith Ikbal; Sachindra Joshi; et al. (EMNLP (Industry Track), 2024)

API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs. - Kinjal Basu 002; Ibrahim Abdelaziz; Subhajit Chaudhury; Soham Dan; Maxwell Crouse; Asim Munawar; Sadhana Kumaravel; Vinod Muthusamy; Pavan Kapanipathi; Luis A. Lastras (CoRR, 2024)

Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks. - Ibrahim Abdelaziz; Kinjal Basu 002; Mayank Agarwal; Sadhana Kumaravel; Matthew Stallone; Rameswar Panda; Yara Rizk; GP Bhargav; Maxwell Crouse; R. Chulaka Gunasekara; Shajith Ikbal; Sachin Joshi; et al. (CoRR, 2024)

NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls. - Kinjal Basu 002; Ibrahim Abdelaziz; Kelsey Bradford; Maxwell Crouse; Kiran Kate; Sadhana Kumaravel; Saurabh Goyal; Asim Munawar; Yara Rizk; Xin Wang; Luis A. Lastras; Pavan Kapanipathi (CoRR, 2024)