← Authors

Wael Hamza

24 papers · 2017–2023 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (55) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (6) 🐣 Hot Topic Early Bird 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (95) πŸ“ˆ Trend Setter πŸ’Ž Century Club (24) ⚑ Prolific Year (5)

Conferences

NAACL (5) ACL (3) COLING (3) EMNLP (3) EACL (2) IJCAI (2) INTERSPEECH (2) AAAI (1) AACL (1) CONLL (1) IJCNLP (1)

Top co-authors

Saleh Soltan (8) Haidar Khan (6) Konstantine Arkoudas (4) Jin Cao (4) Andy Rosenbaum (4) Mukund Sridhar (3) Subendhu Rongali (3) Chengwei Su (3) Radu Florian (2) Anna Rumshisky (2)

Keywords

semantic parsing (6) zero-shot learning (6) data augmentation (5) few-shot learning (5) cross-lingual transfer (4) transfer learning (4) spoken language understanding (4) intent classification (4) sequence-to-sequence model (4) question answering (3) named entity recognition (3) dialog state tracking (2) domain adaptation (2) model compression (2) non-autoregressive decoding (2) domain classification (2) synthetic datum (2) pre-trained language model (2) natural language understanding (2) large language model (2)

Papers

Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models ACL 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
A Hybrid Approach to Cross-lingual Product Review Summarization EMNLP 2022
Instilling Type Knowledge in Language Models via Multi-Task QA NAACL 2022
Training Naturalized Semantic Parsers with Very Little Data IJCAI 2022
Squashed Weight Distribution for Low Bit Quantization of Deep Models INTERSPEECH 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging COLING 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing IJCNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing AACL 2022
Controlled Data Generation via Insertion Operations for NLU NAACL 2022
Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU NAACL 2022
Limitations of Knowledge Distillation for Zero-shot Transfer Learning EMNLP 2021
Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021
Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021
Contextual Domain Classification with Temporal Representations NAACL 2021
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding CONLL 2020
Delexicalized Paraphrase Generation COLING 2020
Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding INTERSPEECH 2020
Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention COLING 2020
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding EMNLP 2020
Leveraging Context Information for Natural Question Generation NAACL 2018
Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP ACL 2018
Neural Cross-Lingual Coreference Resolution And Its Application To Entity Linking ACL 2018
Bilateral Multi-Perspective Matching for Natural Language Sentences IJCAI 2017