VoiSeR: A New Benchmark for Voice-Based Search Refinement. - Simone Filice; Giuseppe Castellucci; Marcus D. Collins; Eugene Agichtein; Oleg Rokhlenko (EACL, 2021)

Generating and Validating Contextually Relevant Justifications for Conversational Recommendation. - Sergey Volokhin; Marcus D. Collins; Oleg Rokhlenko; Eugene Agichtein (CHIIR, 2022)

Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings. - Jason Ingyu Choi; Saar Kuzi; Nikhita Vedula; Jie Zhao; Giuseppe Castellucci; Marcus D. Collins; Shervin Malmasi; Oleg Rokhlenko; Eugene Agichtein (COLING, 2022)

What Matters for Shoppers: Investigating Key Attributes for Online Product Comparison. - Nikhita Vedula; Marcus D. Collins; Eugene Agichtein; Oleg Rokhlenko (ECIR (2), 2022)

Fact Checking Machine Generated Text with Dependency Trees. - Alex Estes; Nikhita Vedula; Marcus D. Collins; Matt Cecil; Oleg Rokhlenko (EMNLP (Industry Track), 2022)

Faithful Low-Resource Data-to-Text Generation through Cycle Training. - Zhuoer Wang; Marcus D. Collins; Nikhita Vedula; Simone Filice; Shervin Malmasi; Oleg Rokhlenko (ACL (1), 2023)

Augmenting Graph Convolutional Networks with Textual Data for Recommendations. - Sergey Volokhin; Marcus D. Collins; Oleg Rokhlenko; Eugene Agichtein (ECIR (2), 2023)

Disentangling User Conversations with Voice Assistants for Online Shopping. - Nikhita Vedula; Marcus D. Collins; Oleg Rokhlenko (SIGIR, 2023)

Generating Explainable Product Comparisons for Online Shopping. - Nikhita Vedula; Marcus D. Collins; Eugene Agichtein; Oleg Rokhlenko (WSDM, 2023)

Pushing the Limits of All-Atom Geometric Graph Neural Networks: Pre-Training, Scaling, and Zero-Shot Transfer. - Zihan Pengmei; Zhengyuan Shen; Zichen Wang 002; Marcus D. Collins; Huzefa Rangwala (ICLR, 2025)

AffinityFlow: Guided Flows for Antibody Affinity Maturation. - Can Chen; Karla-Luise Herpoldt; Chenchao Zhao; Zichen Wang; Marcus D. Collins; Shang Shang; Ron Benson (CoRR, 2025)

Protein Structure Tokenization: Benchmarking and New Recipe. - Xinyu Yuan; Zichen Wang 002; Marcus D. Collins; Huzefa Rangwala (CoRR, 2025)