Abbas Ghaddar
21 papers · 2016–2026 · 6 venues · across top CS/AI venues
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Natural Language Processing
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Artificial Intelligence
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Keywords
knowledge distillation
(6)
pre-trained language model
(4)
model compression
(4)
large language model
(3)
attention mechanism
(3)
named entity recognition
(3)
transformer architecture
(2)
arabic language processing
(2)
student model
(2)
distant supervision
(2)
few-shot learning
(2)
word embedding
(2)
knowledge-grounded dialogue
(2)
natural language understanding
(2)
masked language model
(2)
adversarial training
(2)
hallucination detection
(2)
intermediate layer
(2)
machine translation
(1)
optimal transport
(1)
Papers
BOSCH: Black-Box Binary Optimization for Short-Context Attention-Head Selection in LLMs
ACL 2026
CHARPEVAL: Benchmarking Large Language Modelsβ Contextual Reasoning in Knowledge-Grounded Dialogue
ACL 2025
Integral Transformer: Denoising Attention, Not Too Much Not Too Little
EMNLP 2025
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems
ACL 2024
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
EMNLP 2024
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems
ACL 2024
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
ACL 2024
AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing
ACL 2023
On the utility of enhancing BERT syntactic bias with Token Reordering Pretraining
CoNLL 2023
CILDA: Contrastive Data Augmentation Using Intermediate Layer Knowledge Distillation
COLING 2022
RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation
NAACL 2022
Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing
EMNLP 2022
End-to-End Self-Debiasing Framework for Robust NLU Training
ACL 2021
Knowledge Distillation with Noisy Labels for Natural Language Understanding
EMNLP 2021
RW-KD: Sample-wise Loss Terms Re-Weighting for Knowledge Distillation
EMNLP 2021
Towards Zero-Shot Knowledge Distillation for Natural Language Processing
EMNLP 2021
Universal-KD: Attention-based Output-Grounded Intermediate Layer Knowledge Distillation
EMNLP 2021
Contextualized Word Representations from Distant Supervision with and for NER
EMNLP 2019
Robust Lexical Features for Improved Neural Network Named-Entity Recognition
COLING 2018
WiNER: A Wikipedia Annotated Corpus for Named Entity Recognition
IJCNLP 2017
Coreference in Wikipedia: Main Concept Resolution
CoNLL 2016