Lesly Miculicich
11 papers · 2018–2025 · 7 venues · across top CS/AI venues
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (29) π£ Hot Topic Early Bird
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Research topics
Natural Language Processing
(8)
Artificial Intelligence
(6)
Applications
(6)
Machine Learning
(5)
Core AI
(5)
Deep Learning
(4)
Core Methods
(3)
Learning Types Β· Machine Learning
(3)
Architectures
(2)
Generation
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
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Understanding
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Keywords
language model
(3)
retrieval-augmented generation
(2)
graph neural network
(2)
fact verification
(2)
neural machine translation
(2)
encoder-decoder architecture
(2)
table understanding
(2)
partial annotation
(1)
in-context learning
(1)
embedding learning
(1)
query expansion
(1)
dynamic time warping
(1)
model adaptation
(1)
posterior probability
(1)
sequence tagging
(1)
machine translation
(1)
weight space
(1)
utility function
(1)
coreference resolution
(1)
convolutional neural network
(1)
Papers
Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
ICML 2025
CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
ACL 2024
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
ICLR 2024
TableRAG: Million-Token Table Understanding with Language Models
NeurIPS 2024
Transformers as Graph-to-Graph Models
EMNLP 2023
Graph Refinement for Coreference Resolution
ACL 2022
Partially-supervised Mention Detection
COLING 2020
Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation
EMNLP 2019
Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation
EMNLP 2018
CNN Based Query by Example Spoken Term Detection
Interspeech 2018
Document-Level Neural Machine Translation with Hierarchical Attention Networks
EMNLP 2018