Gerasimos Lampouras
26 papers · 2009–2026 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(16)
Machine Learning
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Generation
(12)
Artificial Intelligence
(9)
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Learning Types Β· Machine Learning
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Deep Learning
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(3)
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Keywords
code generation
(3)
natural language generation
(3)
imitation learning
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large language model
(3)
semantic parsing
(3)
structured prediction
(2)
token prediction
(2)
concept-to-text generation
(2)
speculative decoding
(2)
text generation
(2)
automatic evaluation
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preference alignment
(1)
self-supervised learning
(1)
multilingual nlp
(1)
direct preference optimization
(1)
transfer learning
(1)
reward modeling
(1)
preference learning
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response generation
(1)
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Papers
Process Evaluation for Agentic Systems
EACL 2026
Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency
NAACL 2025
DReSD: Dense Retrieval for Speculative Decoding
ACL 2025
Human-inspired Episodic Memory for Infinite Context LLMs
ICLR 2025
Mixture of Attentions For Speculative Decoding
ICLR 2025
SparsePO: Controlling Preference Alignment of LLMs via Sparse Token Masks
EMNLP 2025
Findings of the First Workshop on Simulating Conversational Intelligence in Chat
EACL 2024
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants
NAACL 2024
MULAN: A Multi Layer Annotated Dataset for Controllable Text-to-Image Generation
CVPR 2024
Text-to-Code Generation with Modality-relative Pre-training
EACL 2024
Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis
EMNLP 2023
Exploring Data Augmentation for Code Generation Tasks
EACL 2023
Hierarchical Recurrent Aggregative Generation for Few-Shot NLG
ACL 2022
Topic-Aware Response Generation in Task-Oriented Dialogue with Unstructured Knowledge Access
EMNLP 2022
Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU
EMNLP 2022
Generalising Multilingual Concept-to-Text NLG with Language Agnostic Delexicalisation
ACL 2021
Informed Sampling for Diversity in Concept-to-Text NLG
EMNLP 2021
Proceedings of the Third Workshop on Structured Prediction for NLP
NAACL 2019
Imitation learning for structured prediction in natural language processing
EACL 2017
Sheffield at SemEval-2017 Task 9: Transition-based language generation from AMR.
SemEval 2017
Imitation learning for language generation from unaligned data
COLING 2016
Using Integer Linear Programming in Concept-to-Text Generation to Produce More Compact Texts
ACL 2013
Extractive Multi-Document Summarization with Integer Linear Programming and Support Vector Regression
COLING 2012
Adaptive Natural Language Interaction
EACL 2009
An Open-Source Natural Language Generator for OWL Ontologies and its Use in Protege and Second Life
EACL 2009
Finding Short Definitions of Terms on Web Pages
EMNLP 2009