| 2026 | AAAI | Align to Structure: Aligning Large Language Models with Structural Information. | Zae Myung Kim, Anand Ramachandran, Farideh Tavazoee, Joo-Kyung Kim, Oleg Rokhlenko, Dongyeop Kang |
| 2025 | ACL | Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching. | Xiangci Li, Zhiyu Chen, Jason Ingyu Choi, Nikhita Vedula, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2024 | COLING | Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. | Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi |
| 2024 | ECIR | Instant Answering in E-Commerce Buyer-Seller Messaging Using Message-to-Question Reformulation. | Besnik Fetahu, Tejas Mehta, Qun Song, Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi |
| 2024 | ECIR | Controllable Decontextualization of Yes/No Question and Answers into Factual Statements. | Lingbo Mo, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2024 | NAACL | Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces. | Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi |
| 2024 | SIGIR | Question Suggestion for Conversational Shopping Assistants Using Product Metadata. | Nikhita Vedula, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | ACL | Generate-then-Retrieve: Intent-Aware FAQ Retrieval in Product Search. | Zhiyu Chen, Jason Ingyu Choi, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | ACL | Answering Unanswered Questions through Semantic Reformulations in Spoken QA. | Pedro Faustini, Zhiyu Chen, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | ACL | Faithful Low-Resource Data-to-Text Generation through Cycle Training. | Zhuoer Wang, Marcus D. Collins, Nikhita Vedula, Simone Filice, Shervin Malmasi, Oleg Rokhlenko |
| 2023 | EACL | External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. | Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko |
| 2023 | ECIR | Augmenting Graph Convolutional Networks with Textual Data for Recommendations. | Sergey Volokhin, Marcus D. Collins, Oleg Rokhlenko, Eugene Agichtein |
| 2023 | EMNLP | MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition. | Besnik Fetahu, Zhiyu Chen, Sudipta Kar, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | EMNLP | InstructPTS: Instruction-Tuning LLMs for Product Title Summarization. | Besnik Fetahu, Zhiyu Chen, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | EMNLP | Follow-on Question Suggestion via Voice Hints for Voice Assistants. | Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | Interspeech | Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants. | Pedro Faustini, Besnik Fetahu, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2023 | KDD | The 6th Workshop on e-eommerce and NLP (ECNLP 6). | Shervin Malmasi, Besnik Fetahu, Eugene Agichtein, Oleg Rokhlenko, Ido Guy, Nicola Ueffing, Surya Kallumadi |
| 2023 | SIGIR | Disentangling User Conversations with Voice Assistants for Online Shopping. | Nikhita Vedula, Marcus D. Collins, Oleg Rokhlenko |
| 2023 | WSDM | Generating Explainable Product Comparisons for Online Shopping. | Nikhita Vedula, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko |
| 2022 | CHIIR | Generating and Validating Contextually Relevant Justifications for Conversational Recommendation. | Sergey Volokhin, Marcus D. Collins, Oleg Rokhlenko, Eugene Agichtein |
| 2022 | COLING | 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 |
| 2022 | COLING | MultiCoNER: A Large-scale Multilingual Dataset for Complex Named Entity Recognition. | Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, Oleg Rokhlenko |
| 2022 | ECIR | What Matters for Shoppers: Investigating Key Attributes for Online Product Comparison. | Nikhita Vedula, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko |
| 2022 | EMNLP | Reinforced Question Rewriting for Conversational Question Answering. | Zhiyu Chen, Jie Zhao, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | EMNLP | Fact Checking Machine Generated Text with Dependency Trees. | Alex Estes, Nikhita Vedula, Marcus D. Collins, Matt Cecil, Oleg Rokhlenko |
| 2022 | EMNLP | Distilling Multilingual Transformers into CNNs for Scalable Intent Classification. | Besnik Fetahu, Akash Veeragouni, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | EMNLP | CycleKQR: Unsupervised Bidirectional Keyword-Question Rewriting. | Andrea Iovine, Anjie Fang, Besnik Fetahu, Jie Zhao, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | KDD | Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. | Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko |
| 2022 | NAACL | Dynamic Gazetteer Integration in Multilingual Models for Cross-Lingual and Cross-Domain Named Entity Recognition. | Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2022 | WWW | CycleNER: An Unsupervised Training Approach for Named Entity Recognition. | Andrea Iovine, Anjie Fang, Besnik Fetahu, Oleg Rokhlenko, Shervin Malmasi |
| 2021 | AAAI | Continual Learning for Named Entity Recognition. | Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko |
| 2021 | EACL | VoiSeR: A New Benchmark for Voice-Based Search Refinement. | Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko |
| 2021 | ECIR | Studying the Effectiveness of Conversational Search Refinement Through User Simulation. | Alexandre Salle, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein |
| 2021 | NAACL | GEMNET: Effective Gated Gazetteer Representations for Recognizing Complex Entities in Low-context Input. | Tao Meng, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2021 | NAACL | You Sound Like Someone Who Watches Drama Movies: Towards Predicting Movie Preferences from Conversational Interactions. | Sergey Volokhin, Joyce C. Ho, Oleg Rokhlenko, Eugene Agichtein |
| 2021 | SIGIR | Gazetteer Enhanced Named Entity Recognition for Code-Mixed Web Queries. | Besnik Fetahu, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi |
| 2020 | SIGIR | Using Phoneme Representations to Build Predictive Models Robust to ASR Errors. | Anjie Fang, Simone Filice, Nut Limsopatham, Oleg Rokhlenko |
| 2018 | EMNLP | Research Challenges in Building a Voice-based Artificial Personal Shopper - Position Paper. | Nut Limsopatham, Oleg Rokhlenko, David Carmel |
| 2016 | CSCW | When the Crowd is Not Enough: Improving User Experience with Social Media through Automatic Quality Analysis. | Dan Pelleg, Oleg Rokhlenko, Idan Szpektor, Eugene Agichtein, Ido Guy |
| 2016 | SIGIR | Novelty based Ranking of Human Answers for Community Questions. | Adi Omari, David Carmel, Oleg Rokhlenko, Idan Szpektor |
| 2015 | WWW | Budget-Constrained Item Cold-Start Handling in Collaborative Filtering Recommenders via Optimal Design. | Oren Anava, Shahar Golan, Nadav Golbandi, Zohar Shay Karnin, Ronny Lempel, Oleg Rokhlenko, Oren Somekh |
| 2013 | ACL | Generating Synthetic Comparable Questions for News Articles. | Oleg Rokhlenko, Idan Szpektor |
| 2012 | WWW | Churn prediction in new users of Yahoo! answers. | Gideon Dror, Dan Pelleg, Oleg Rokhlenko, Idan Szpektor |
| 2009 | DAC | Resurrecting infeasible clock-gating functions. | Eli Arbel, Cindy Eisner, Oleg Rokhlenko |
| 2009 | FMCAD | SAT-based synthesis of clock gating functions using 3-valued abstraction. | Eli Arbel, Oleg Rokhlenko, Karen Yorav |
| 2009 | GECCO | Embedded self-adaptation to escape from local optima. | Oleg Rokhlenko, Ydo Wexler |
| 2007 | WABI | Seeded Tree Alignment and Planar Tanglegram Layout. | Antoni Lozano, Ron Y. Pinter, Oleg Rokhlenko, Gabriel Valiente, Michal Ziv-Ukelson |
| 2006 | WABI | Flux-Based | Oleg Rokhlenko, Tomer Shlomi, Roded Sharan, Eytan Ruppin, Ron Y. Pinter |
| 2004 | CPM | Approximate Labelled Subtree Homeomorphism. | Ron Y. Pinter, Oleg Rokhlenko, Dekel Tsur, Michal Ziv-Ukelson |