Lesly Miculicich

According to our database, Lesly Miculicich authored at least 31 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

LiSA: Lifelong Safety Adaptation via Conservative Policy Induction.

Minbeom Kim, Lesly Miculicich, Bhavana Dalvi Mishra, Mihir Parmar, Phillip Wallis, Bharath Chandrasekhar, Kyomin Jung, Tomas Pfister, Long T. Le

CoRR, May, 2026

CausalArmor: Efficient Indirect Prompt Injection Guardrails via Causal Attribution.

Minbeom Kim, Mihir Parmar, Phillip Wallis, Lesly Miculicich, Kyomin Jung, Krishnamurthy Dj Dvijotham, Long T. Le, Tomas Pfister

CoRR, February, 2026

Co-RedTeam: Orchestrated Security Discovery and Exploitation with LLM Agents.

Pengfei He, Ash Fox, Lesly Miculicich, Stefan Friedli, Daniel Fabian, Burak Gokturk, Jiliang Tang, Chen-Yu Lee, Tomas Pfister, Long T. Le

CoRR, February, 2026

Synapse: Adaptive Arbitration of Complementary Expertise in Time Series Foundational Models.

Sarkar Snigdha Sarathi Das, Palash Goyal, Mihir Parmar, Yiwen Song, Long T. Le, Lesly Miculicich, Jinsung Yoon, Rui Zhang, Hamid Palangi, Tomas Pfister

Trans. Mach. Learn. Res., 2026

2025

VeriGuard: Enhancing LLM Agent Safety via Verified Code Generation.

Lesly Miculicich, Mihir Parmar, Hamid Palangi, Krishnamurthy Dj Dvijotham, Mirko Montanari, Tomas Pfister, Long T. Le

CoRR, October, 2025

Deep Researcher with Test-Time Diffusion.

Rujun Han, Yanfei Chen, Zoey CuiZhu, Lesly Miculicich, Guan Sun, Yuanjun Bi, Weiming Wen, Hui Wan, Chunfeng Wen, Solène Maître, George Lee, Vishy Tirumalashetty, Emily Xue, Zizhao Zhang, Salem Haykal, Burak Gokturk, Tomas Pfister, Chen-Yu Lee

CoRR, July, 2025

Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence.

Shangbin Feng, Zifeng Wang, Yike Wang, Sayna Ebrahimi, Hamid Palangi, Lesly Miculicich, Achin Kulshrestha, Nathalie Rauschmayr, Yejin Choi, Yulia Tsvetkov, Chen-Yu Lee, Tomas Pfister

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

SQL-PaLM: Improved large language model adaptation for Text-to-SQL.

Ruoxi Sun, Sercan Ö. Arik, Alexandre Muzio, Lesly Miculicich, Satya Kesav Gundabathula, Pengcheng Yin, Hanjun Dai, Hootan Nakhost, Rajarishi Sinha, Zifeng Wang, Tomas Pfister

Trans. Mach. Learn. Res., 2024

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging.

Mohammadreza Pourreza, Ruoxi Sun, Hailong Li, Lesly Miculicich, Tomas Pfister, Sercan Ö. Arik

CoRR, 2024

TableRAG: Million-Token Table Understanding with Language Models.

Si-An Chen, Lesly Miculicich, Julian Eisenschlos, Zifeng Wang, Zilong Wang, Yanfei Chen, Yasuhisa Fujii, Hsuan-Tien Lin, Chen-Yu Lee, Tomas Pfister

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.

Zilong Wang, Hao Zhang, Chun-Liang Li, Julian Martin Eisenschlos, Vincent Perot, Zifeng Wang, Lesly Miculicich, Yasuhisa Fujii, Jingbo Shang, Chen-Yu Lee, Tomas Pfister

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.

I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Transformers as Graph-to-Graph Models.

James Henderson, Alireza Mohammadshahi, Andrei C. Coman, Lesly Miculicich

CoRR, 2023

Summarization with Precise Length Control.

Lesly Miculicich, Yujia Xie, Song Wang, Pengcheng He

CoRR, 2023

Document Summarization with Text Segmentation.

Lesly Miculicich, Benjamin Han

CoRR, 2023

2022

Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization.

Wen Xiao, Lesly Miculicich, Yang Liu, Pengcheng He, Giuseppe Carenini

CoRR, 2022

Graph Refinement for Coreference Resolution.

Lesly Miculicich, James Henderson

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2020

Neural Network Based End-to-End Query by Example Spoken Term Detection.

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

IEEE ACM Trans. Audio Speech Lang. Process., 2020

2019

Partially-supervised Mention Detection.

Lesly Miculicich, James Henderson

CoRR, 2019

Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation.

Lesly Miculicich, Marc Marone, Hany Hassan

Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Multilingual Bottleneck Features for Query by Example Spoken Term Detection.

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018

Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation.

Nikolaos Pappas, Lesly Miculicich Werlen, James Henderson

Proceedings of the Third Conference on Machine Translation: Research Papers, 2018

Self-Attentive Residual Decoder for Neural Machine Translation.

Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

CNN Based Query by Example Spoken Term Detection.

Dhananjay Ram, Lesly Miculicich, Hervé Bourlard

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Document-Level Neural Machine Translation with Hierarchical Attention Networks.

Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017

Global-Context Neural Machine Translation through Target-Side Attentive Residual Connections.

Lesly Miculicich Werlen, Nikolaos Pappas, Dhananjay Ram, Andrei Popescu-Belis

CoRR, 2017

The SUMMA Platform Prototype.

Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastião Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT).

Lesly Miculicich Werlen, Andrei Popescu-Belis

Proceedings of the Third Workshop on Discourse in Machine Translation, 2017

2016

MODERN: modelling discourse entities and relations for coherent machine translation.

Andrei Popescu-Belis, Jacqueline Evers-Vermeul, Mark Fishel, Cristina Grisot, M. Groen, J. Hoeck, Sharid Loáiciga, Ngoc-Quang Luong, L. Mascarelli, Thomas Meyer, Lesly Miculicich, Jacques Moeschler, Xiao Pu, Annette Rios, Ted Sanders, Martin Volk, Sandrine Zufferey

Proceedings of the 19th Annual Conference of the European Association for Machine Translation: Projects/Products, 2016

2015

Pronoun Translation and Prediction with or without Coreference Links.

Ngoc-Quang Luong, Lesly Miculicich Werlen, Andrei Popescu-Belis

Proceedings of the Conference on Empirical Methods in Natural Language Processing, September, 2015

Statistical Learning Methods for Profiling Analysis: Notebook for PAN at CLEF 2015.

Lesly Miculicich Werlen

Proceedings of the Working Notes of CLEF 2015, 2015