Lesly Miculicich

Affiliations:
  • Microsoft, Redmond, WA, USA
  • EPFL, Switzerland (PhD)


According to our database1, Lesly Miculicich authored at least 24 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

Online presence:

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Bibliography

2024
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence.
CoRR, 2024

TableRAG: Million-Token Table Understanding with Language Models.
CoRR, 2024

SQL-GEN: Bridging the Dialect Gap for Text-to-SQL Via Synthetic Data And Model Merging.
CoRR, 2024

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023
Transformers as Graph-to-Graph Models.
CoRR, 2023

Summarization with Precise Length Control.
CoRR, 2023

Document Summarization with Text Segmentation.
CoRR, 2023

2022
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization.
CoRR, 2022

Graph Refinement for Coreference Resolution.
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.
IEEE ACM Trans. Audio Speech Lang. Process., 2020

2019
Partially-supervised Mention Detection.
CoRR, 2019

Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation.
Proceedings of the 3rd Workshop on Neural Generation and Translation@EMNLP-IJCNLP 2019, 2019

Multilingual Bottleneck Features for Query by Example Spoken Term Detection.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019

2018
Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation.
Proceedings of the Third Conference on Machine Translation: Research Papers, 2018

Self-Attentive Residual Decoder for Neural Machine Translation.
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.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Document-Level Neural Machine Translation with Hierarchical Attention Networks.
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.
CoRR, 2017


Validation of an Automatic Metric for the Accuracy of Pronoun Translation (APT).
Proceedings of the Third Workshop on Discourse in Machine Translation, 2017

2016
MODERN: modelling discourse entities and relations for coherent machine translation.
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.
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.
Proceedings of the Working Notes of CLEF 2015, 2015


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