| 2026 | ACL | Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction. | Aunabil Chakma, Mihai Surdeanu, Eduardo Blanco |
| 2026 | ACL | A Lightweight Explainable Guardrail for Prompt Safety. | Md. Asiful Islam, Mihai Surdeanu |
| 2026 | LREC | Towards Complex Debate Understanding: Predicting Claim Impact Scores through the Modelling of Claim Interactions. | Maxime Brouat, Mihai Surdeanu, Srdjan Vesic, Eduardo Blanco |
| 2025 | ACL | The Lies Characters Tell: Utilizing Large Language Models to Normalize Adversarial Unicode Perturbations. | Portia Cooper, Eduardo Blanco, Mihai Surdeanu |
| 2025 | ACL | Variable Layerwise Quantization: A Simple and Effective Approach to Quantize LLMs. | Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary, Paul-Ioan Clotan, Sathwik Tejaswi Madhusudhan, Mihai Surdeanu |
| 2025 | EMNLP | CopySpec: Accelerating LLMs with Speculative Copy-and-Paste. | Razvan-Gabriel Dumitru, Minglai Yang, Vikas Yadav, Mihai Surdeanu |
| 2025 | EMNLP | Can LLMs Judge Debates? Evaluating Non-Linear Reasoning via Argumentation Theory Semantics. | Reza Sanayei, Srdjan Vesic, Eduardo Blanco, Mihai Surdeanu |
| 2025 | EMNLP | How Is LLM Reasoning Distracted by Irrelevant Context? An Analysis Using a Controlled Benchmark. | Minglai Yang, Ethan Huang, Liang Zhang, Mihai Surdeanu, William Yang Wang, Liangming Pan |
| 2025 | IJCNLP | The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification. | Harshita Narnoli, Mihai Surdeanu |
| 2025 | ISMAR | Digital Twin Platform for Smart Training and Assessment in Extended Reality. | Ruoshan Lan, Mihai Surdeanu, Ehsan Azimi |
| 2025 | NAACL | MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing. | Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea |
| 2024 | COLING | Towards Realistic Few-Shot Relation Extraction: A New Meta Dataset and Evaluation. | Fahmida Alam, Md. Asiful Islam, Robert Vacareanu, Mihai Surdeanu |
| 2024 | COLING | ELLEN: Extremely Lightly Supervised Learning for Efficient Named Entity Recognition. | Haris Riaz, Razvan-Gabriel Dumitru, Mihai Surdeanu |
| 2024 | COLING | Active Learning Design Choices for NER with Transformers. | Robert Vacareanu, Enrique Noriega-Atala, Gus Hahn-Powell, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2024 | EMNLP | Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy. | Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav, Darius Peteleaza, Mihai Surdeanu |
| 2024 | EMNLP | 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 |
| 2024 | ICAART | On Learning Bipolar Gradual Argumentation Semantics with Neural Networks. | Caren Al Anaissy, Sandeep Suntwal, Mihai Surdeanu, Srdjan Vesic |
| 2024 | ICAART | On the Feasibility of Learning Bipolar Gradual Argumentation Semantics Using Neural Architectures. | Caren Al Anaissy, Sandeep Suntwal, Mihai Surdeanu, Srdjan Vesic |
| 2024 | ICDE | From Text to Taste: Advancing Smart Appliances with Multilingual Recipe Interpretation. | Vlad-Andrei Negru, Robert Vacareanu, Camelia Lemnaru, Mihai Surdeanu, Rodica Potolea |
| 2024 | ICLR | Time Travel in LLMs: Tracing Data Contamination in Large Language Models. | Shahriar Golchin, Mihai Surdeanu |
| 2024 | NAACL | 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 |
| 2023 | ACL | NEUROSTRUCTURAL DECODING: Neural Text Generation with Structural Constraints. | Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian |
| 2023 | ACL | It's not Sexually Suggestive; It's Educative | Separating Sex Education from Suggestive Content on TikTok videos. | Enfa George, Mihai Surdeanu |
| 2023 | ACL | Bootstrapping Neural Relation and Explanation Classifiers. | Zheng Tang, Mihai Surdeanu |
| 2023 | EMNLP | Hiding in Plain Sight: Tweets with Hate Speech Masked by Homoglyphs. | Portia Cooper, Mihai Surdeanu, Eduardo Blanco |
| 2023 | EMNLP | Information Extraction from Legal Wills: How Well Does GPT-4 Do? | Alice Saebom Kwak, Cheonkam Jeong, Gaetano Forte, Derek E. Bambauer, Clayton T. Morrison, Mihai Surdeanu |
| 2022 | AAAI | Neural Architectures for Biological Inter-Sentence Relation Extraction. | Enrique Noriega-Atala, Peter M. Lovett, Clayton T. Morrison, Mihai Surdeanu |
| 2022 | EMNLP | BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples. | Mohaddeseh Bastan, Mihai Surdeanu, Niranjan Balasubramanian |
| 2022 | EMNLP | Validity Assessment of Legal Will Statements as Natural Language Inference. | Alice Saebom Kwak, Jacob O. Israelsen, Clayton T. Morrison, Derek E. Bambauer, Mihai Surdeanu |
| 2022 | LREC | SuMe: A Dataset Towards Summarizing Biomedical Mechanisms. | Mohaddeseh Bastan, Nishant Shankar, Mihai Surdeanu, Niranjan Balasubramanian |
| 2022 | LREC | Informal Persian Universal Dependency Treebank. | Roya Kabiri, Simin Karimi, Mihai Surdeanu |
| 2022 | LREC | A STEP towards Interpretable Multi-Hop Reasoning: Bridge Phrase Identification and Query Expansion. | Fan Luo, Mihai Surdeanu |
| 2022 | LREC | Do Transformer Networks Improve the Discovery of Rules from Text? | Mahdi Rahimi, Mihai Surdeanu |
| 2022 | LREC | From Examples to Rules: Neural Guided Rule Synthesis for Information Extraction. | Robert Vacareanu, Marco Antonio Valenzuela-Escrcega, George Caique Gouveia Barbosa, Rebecca Sharp, Gustave Hahn-Powell, Mihai Surdeanu |
| 2022 | LREC | Automatic Correction of Syntactic Dependency Annotation Differences. | Andrew Zupon, Andrew Carnie, Michael Hammond, Mihai Surdeanu |
| 2021 | ECIR | Using the Hammer only on Nails: A Hybrid Method for Representation-Based Evidence Retrieval for Question Answering. | Zhengzhong Liang, Yiyun Zhao, Mihai Surdeanu |
| 2021 | EMNLP | Students Who Study Together Learn Better: On the Importance of Collective Knowledge Distillation for Domain Transfer in Fact Verification. | Mitch Paul Mithun, Sandeep Suntwal, Mihai Surdeanu |
| 2021 | EMNLP | How May I Help You? Using Neural Text Simplification to Improve Downstream NLP Tasks. | Hoang Van, Zheng Tang, Mihai Surdeanu |
| 2021 | NAACL | Explainable Multi-hop Verbal Reasoning Through Internal Monologue. | Zhengzhong Liang, Steven Bethard, Mihai Surdeanu |
| 2021 | NAACL | Data and Model Distillation as a Solution for Domain-transferable Fact Verification. | Mitch Paul Mithun, Sandeep Suntwal, Mihai Surdeanu |
| 2021 | NAACL | If You Want to Go Far Go Together: Unsupervised Joint Candidate Evidence Retrieval for Multi-hop Question Answering. | Vikas Yadav, Steven Bethard, Mihai Surdeanu |
| 2021 | SIGIR | Cheap and Good? Simple and Effective Data Augmentation for Low Resource Machine Reading. | Hoang Van, Vikas Yadav, Mihai Surdeanu |
| 2020 | ACL | Exploring Interpretability in Event Extraction: Multitask Learning of a Neural Event Classifier and an Explanation Decoder. | Zheng Tang, Gus Hahn-Powell, Mihai Surdeanu |
| 2020 | ACL | Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering. | Vikas Yadav, Steven Bethard, Mihai Surdeanu |
| 2020 | COLING | An Unsupervised Method for Learning Representations of Multi-word Expressions for Semantic Classification. | Robert Vacareanu, Marco Antonio Valenzuela-Escrcega, Rebecca Sharp, Mihai Surdeanu |
| 2020 | LREC | Towards the Necessity for Debiasing Natural Language Inference Datasets. | Mithun Paul Panenghat, Sandeep Suntwal, Faiz Rafique, Rebecca Sharp, Mihai Surdeanu |
| 2020 | LREC | Parsing as Tagging. | Robert Vacareanu, George Caique Gouveia Barbosa, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2020 | SIGIR | Having Your Cake and Eating it Too: Training Neural Retrieval for Language Inference without Losing Lexical Match. | Vikas Yadav, Steven Bethard, Mihai Surdeanu |
| 2019 | EMNLP | On the Importance of Delexicalization for Fact Verification. | Sandeep Suntwal, Mithun Paul, Rebecca Sharp, Mihai Surdeanu |
| 2019 | EMNLP | Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering. | Vikas Yadav, Steven Bethard, Mihai Surdeanu |
| 2019 | NAACL | Enabling Search and Collaborative Assembly of Causal Interactions Extracted from Multilingual and Multi-domain Free Text. | George Caique Gouveia Barbosa, Zechy Wong, Gus Hahn-Powell, Dane Bell, Rebecca Sharp, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2019 | NAACL | Eidos, INDRA, & Delphi: From Free Text to Executable Causal Models. | Rebecca Sharp, Adarsh Pyarelal, Benjamin M. Gyori, Keith Alcock, Egoitz Laparra, Marco Antonio Valenzuela-Escrcega, Ajay Nagesh, Vikas Yadav, John A. Bachman, Zheng Tang, Heather C. Lent, Fan Luo, Mithun Paul, Steven Bethard, Kobus Barnard, Clayton T. Morrison, Mihai Surdeanu |
| 2019 | NAACL | Alignment over Heterogeneous Embeddings for Question Answering. | Vikas Yadav, Steven Bethard, Mihai Surdeanu |
| 2018 | COLING | An Exploration of Three Lightly-supervised Representation Learning Approaches for Named Entity Classification. | Ajay Nagesh, Mihai Surdeanu |
| 2018 | ECIR | Controlling Information Aggregation for Complex Question Answering. | Heeyoung Kwon, Harsh Trivedi, Peter Jansen, Mihai Surdeanu, Niranjan Balasubramanian |
| 2018 | EMNLP | Visual Supervision in Bootstrapped Information Extraction. | Matthew Berger, Ajay Nagesh, Joshua A. Levine, Mihai Surdeanu, Helen Zhang |
| 2018 | EMNLP | A mostly unlexicalized model for recognizing textual entailment. | Mithun Paul, Rebecca Sharp, Mihai Surdeanu |
| 2018 | ISI | Detecting Cyber Threats in Non-English Dark Net Markets: A Cross-Lingual Transfer Learning Approach. | Mohammadreza Ebrahimi, Mihai Surdeanu, Sagar Samtani, Hsinchun Chen |
| 2018 | LREC | Text Annotation Graphs: Annotating Complex Natural Language Phenomena. | Angus G. Forbes, Kristine Lee, Gus Hahn-Powell, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2018 | LREC | Bootstrapping Polar-Opposite Emotion Dimensions from Online Reviews. | Luwen Huangfu, Mihai Surdeanu |
| 2018 | LREC | Grounding Gradable Adjectives through Crowdsourcing. | Rebecca Sharp, Mithun Paul, Ajay Nagesh, Dane Bell, Mihai Surdeanu |
| 2018 | Mobiquitous | MLStar: Machine Learning in Energy Profile Estimation of Android Apps. | Benjamin Gaska, Chris Gniady, Mihai Surdeanu |
| 2018 | NAACL | Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift. | Ajay Nagesh, Mihai Surdeanu |
| 2018 | SIGIR | Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering. | Vikas Yadav, Rebecca Sharp, Mihai Surdeanu |
| 2017 | ACL | Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph. | Gus Hahn-Powell, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2017 | CoNLL | Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification. | Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Marco Antonio Valenzuela-Escrcega, Peter Clark, Michael Hammond |
| 2017 | EMNLP | Learning what to read: Focused machine reading. | Enrique Noriega-Atala, Marco Antonio Valenzuela-Escrcega, Clayton T. Morrison, Mihai Surdeanu |
| 2016 | COLING | What's in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams. | Peter Jansen, Niranjan Balasubramanian, Mihai Surdeanu, Peter Clark |
| 2016 | EMNLP | Creating Causal Embeddings for Question Answering with Minimal Supervision. | Rebecca Sharp, Mihai Surdeanu, Peter Jansen, Peter Clark, Michael Hammond |
| 2016 | LREC | Towards Using Social Media to Identify Individuals at Risk for Preventable Chronic Illness. | Dane Bell, Daniel Fried, Luwen Huangfu, Mihai Surdeanu, Stephen G. Kobourov |
| 2016 | LREC | Sieve-based Coreference Resolution in the Biomedical Domain. | Dane Bell, Gus Hahn-Powell, Marco Antonio Valenzuela-Escrcega, Mihai Surdeanu |
| 2016 | LREC | Odin's Runes: A Rule Language for Information Extraction. | Marco Antonio Valenzuela-Escrcega, Gus Hahn-Powell, Mihai Surdeanu |
| 2015 | ACL | A Domain-independent Rule-based Framework for Event Extraction. | Marco Antonio Valenzuela-Escrcega, Gus Hahn-Powell, Mihai Surdeanu, Thomas Hicks |
| 2015 | NAACL | Diamonds in the Rough: Event Extraction from Imperfect Microblog Data. | Ander Intxaurrondo, Eneko Agirre, Oier Lopez de Lacalle, Mihai Surdeanu |
| 2015 | NAACL | Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering. | Rebecca Sharp, Peter Jansen, Mihai Surdeanu, Peter Clark |
| 2015 | NAACL | Two Practical Rhetorical Structure Theory Parsers. | Mihai Surdeanu, Tom Hicks, Marco Antonio Valenzuela-Escrcega |
| 2014 | ACL | Discourse Complements Lexical Semantics for Non-factoid Answer Reranking. | Peter Jansen, Mihai Surdeanu, Peter Clark |
| 2014 | ACL | The Stanford CoreNLP Natural Language Processing Toolkit. | Christopher D. Manning, Mihai Surdeanu, John Bauer, Jenny Rose Finkel, Steven Bethard, David McClosky |
| 2014 | LREC | On the Importance of Text Analysis for Stock Price Prediction. | Heeyoung Lee, Mihai Surdeanu, Bill MacCartney, Dan Jurafsky |
| 2014 | LREC | Event Extraction Using Distant Supervision. | Kevin Reschke, Martin Jankowiak, Mihai Surdeanu, Christopher D. Manning, Daniel Jurafsky |
| 2013 | ICAIL | Identifying patent monetization entities. | Mihai Surdeanu, Sara Jeruss |
| 2012 | EMNLP | Joint Entity and Event Coreference Resolution across Documents. | Heeyoung Lee, Marta Recasens, Angel X. Chang, Mihai Surdeanu, Dan Jurafsky |
| 2012 | EMNLP | Multi-instance Multi-label Learning for Relation Extraction. | Mihai Surdeanu, Julie Tibshirani, Ramesh Nallapati, Christopher D. Manning |
| 2011 | ACL | Event Extraction as Dependency Parsing. | David McClosky, Mihai Surdeanu, Christopher D. Manning |
| 2011 | ACL | Customizing an Information Extraction System to a New Domain. | Mihai Surdeanu, David McClosky, Mason Smith, Andrey Gusev, Christopher D. Manning |
| 2011 | CoNLL | Stanford's Multi-Pass Sieve Coreference Resolution System at the CoNLL-2011 Shared Task. | Heeyoung Lee, Yves Peirsman, Angel X. Chang, Nathanael Chambers, Mihai Surdeanu, Dan Jurafsky |
| 2011 | ICAIL | Risk analysis for intellectual property litigation. | Mihai Surdeanu, Ramesh Nallapati, George Gregory, Joshua Walker, Christopher D. Manning |
| 2010 | EMNLP | A Multi-Pass Sieve for Coreference Resolution. | Karthik Raghunathan, Heeyoung Lee, Sudarshan Rangarajan, Nate Chambers, Mihai Surdeanu, Dan Jurafsky, Christopher D. Manning |
| 2010 | NAACL | Ensemble Models for Dependency Parsing: Cheap and Good? | Mihai Surdeanu, Christopher D. Manning |
| 2010 | NAACL | Improving Semantic Role Classification with Selectional Preferences. | Beat Zapirain, Eneko Agirre, Llus Mrquez, Mihai Surdeanu |
| 2009 | CoNLL | The CoNLL-2009 Shared Task: Syntactic and Semantic Dependencies in Multiple Languages. | Jan Hajic, Massimiliano Ciaramita, Richard Johansson, Daisuke Kawahara, Maria Antnia Mart, Llus Mrquez, Adam Meyers, Joakim Nivre, Sebastian Pad, Jan Stepnek, Pavel Strank, Mihai Surdeanu, Nianwen Xue, Yi Zhang |
| 2009 | EACL | Company-Oriented Extractive Summarization of Financial News. | Katja Filippova, Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza |
| 2008 | ACL | Learning to Rank Answers on Large Online QA Collections. | Mihai Surdeanu, Massimiliano Ciaramita, Hugo Zaragoza |
| 2008 | CICLING | Analysis of Joint Inference Strategies for the Semantic Role Labeling of Spanish and Catalan. | Mihai Surdeanu, Roser Morante, Llus Mrquez |
| 2008 | CIKM | Cache-aware load balancing for question answering. | David Dominguez-Sal, Mihai Surdeanu, Josep Aguilar-Saborit, Josep Llus Larriba-Pey |
| 2008 | CoNLL | DeSRL: A Linear-Time Semantic Role Labeling System. | Massimiliano Ciaramita, Giuseppe Attardi, Felice Dell'Orletta, Mihai Surdeanu |
| 2008 | CoNLL | The CoNLL 2008 Shared Task on Joint Parsing of Syntactic and Semantic Dependencies. | Mihai Surdeanu, Richard Johansson, Adam Meyers, Llus Mrquez, Joakim Nivre |
| 2007 | EuroPar | A Multi-layer Collaborative Cache for Question Answering. | David Dominguez-Sal, Josep Llus Larriba-Pey, Mihai Surdeanu |
| 2007 | TIME | A Comparison of Statistical and Rule-Induction Learners for Automatic Tagging of Time Expressions in English. | Jordi Poveda, Mihai Surdeanu, Jordi Turmo |
| 2006 | CoNLL | Projective Dependency Parsing with Perceptron. | Xavier Carreras, Mihai Surdeanu, Llus Mrquez |
| 2006 | Interspeech | Design and performance analysis of a factoid question answering system for spontaneous speech transcriptions. | Mihai Surdeanu, David Dominguez-Sal, Pere Comas |
| 2005 | CoNLL | Semantic Role Labeling Using Complete Syntactic Analysis. | Mihai Surdeanu, Jordi Turmo |
| 2005 | Interspeech | Named entity recognition from spontaneous open-domain speech. | Mihai Surdeanu, Jordi Turmo, Eli Comelles |
| 2005 | KDD | A hybrid unsupervised approach for document clustering. | Mihai Surdeanu, Jordi Turmo, Alicia Ageno |
| 2005 | NAACL | A Robust Combination Strategy for Semantic Role Labeling. | Llus Mrquez, Mihai Surdeanu, Pere Comas, Jordi Turmo |
| 2003 | ACL | Using Predicate-Argument Structures for Information Extraction. | Mihai Surdeanu, Sanda M. Harabagiu, John Williams, Paul Aarseth |
| 2002 | ACL | Performance Issues and Error Analysis in an Open-Domain Question Answering System. | Dan I. Moldovan, Marius Pasca, Sanda M. Harabagiu, Mihai Surdeanu |
| 2001 | ACL | The Role of Lexico-Semantic Feedback in Open-Domain Textual Question-Answering. | Sanda M. Harabagiu, Dan I. Moldovan, Marius Pasca, Rada Mihalcea, Mihai Surdeanu, Razvan C. Bunescu, Roxana Girju, Vasile Rus, Paul Morarescu |
| 2001 | FlAIRS | Automatic Discovery of Linguistic Patterns for Information Extraction. | Sanda M. Harabagiu, Mihai Surdeanu, Paul Morarescu |
| 2000 | ICDCS | Distributed Java Virtual Machine for Message Passing Architectures. | Mihai Surdeanu |