An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification. - Robert Vacareanu; Marco Antonio Valenzuela-Escárcega; Rebecca Sharp; Mihai Surdeanu (COLING, 2020)

Parsing as Tagging. - Robert Vacareanu; George Caique Gouveia Barbosa; Marco Antonio Valenzuela-Escárcega; Mihai Surdeanu (LREC, 2020)

From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction. - Robert Vacareanu; Marco Antonio Valenzuela-Escárcega; George Caique Gouveia Barbosa; Rebecca Sharp; Gustave Hahn-Powell; Mihai Surdeanu (LREC, 2022)

From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction. - Robert Vacareanu; Marco Antonio Valenzuela-Escárcega; George Caique Gouveia Barbosa; Rebecca Sharp; Mihai Surdeanu (CoRR, 2022)

Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis. - Siddharth Varia; Shuai Wang; Kishaloy Halder; Robert Vacareanu; Miguel Ballesteros; Yassine Benajiba; Neha Anna John; Rishita Anubhai; Smaranda Muresan; Dan Roth 001 (WASSA@ACL, 2023)

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment. - Robert Vacareanu; Siddharth Varia; Kishaloy Halder; Shuai Wang; Giovanni Paolini; Neha Anna John; Miguel Ballesteros; Smaranda Muresan (CoRR, 2023)

Synthetic Dataset for Evaluating Complex Compositional Knowledge for Natural Language Inference. - Sushma Anand Akoju; Robert Vacareanu; Haris Riaz; Eduardo Blanco 002; Mihai Surdeanu (CoRR, 2023)

Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation. - Fahmida Alam; Md. Asiful Islam; Robert Vacareanu; Mihai Surdeanu (LREC/COLING, 2024)

Active Learning Design Choices for NER with Transformers. - Robert Vacareanu; Enrique Noriega-Atala; Gus Hahn-Powell; Marco Antonio Valenzuela-Escárcega; Mihai Surdeanu (LREC/COLING, 2024)

A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis. - Robert Vacareanu; Siddharth Varia; Kishaloy Halder; Shuai Wang; Giovanni Paolini; Neha Anna John; Miguel Ballesteros; Smaranda Muresan (EACL (1), 2024)

When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context. - Enrique Noriega-Atala; Robert Vacareanu; Salena Torres Ashton; Adarsh Pyarelal; Clayton T. Morrison; Mihai Surdeanu (EMNLP (Findings), 2024)

From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. - Vlad-Andrei Negru; Robert Vacareanu; Camelia Lemnaru; Mihai Surdeanu; Rodica Potolea (ICDEW, 2024)

Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification. - Robert Vacareanu; Fahmida Alam; Md. Asiful Islam; Haris Riaz; Mihai Surdeanu (NAACL-HLT (Findings), 2024)

From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples. - Robert Vacareanu; Vlad-Andrei Negru; Vasile Suciu; Mihai Surdeanu (CoRR, 2024)

General Purpose Verification for Chain of Thought Prompting. - Robert Vacareanu; Anurag Pratik; Evangelia Spiliopoulou; Zheng Qi; Giovanni Paolini; Neha Anna John; Jie Ma 005; Yassine Benajiba; Miguel Ballesteros (CoRR, 2024)

Explainable Methods for Information Extraction. - Robert Vacareanu (2024)

MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing. - Vlad-Andrei Negru; Robert Vacareanu; Camelia Lemnaru; Mihai Surdeanu; Rodica Potolea (NAACL (Findings), 2025)

Jailbreaking to Jailbreak. - Jeremy Kritz; Vaughn Robinson; Robert Vacareanu; Bijan Varjavand; Michael Choi; Bobby Gogov; Scale Red Team; Summer Yue; Willow Primack; Zifan Wang 001 (CoRR, 2025)

The MASK Benchmark: Disentangling Honesty From Accuracy in AI Systems. - Richard Ren; Arunim Agarwal; Mantas Mazeika; Cristina Menghini; Robert Vacareanu; Brad Kenstler; Mick Yang; Isabelle Barrass; Alice Gatti; Xuwang Yin; Eduardo Trevino; Matias Geralnik; et al. (CoRR, 2025)