← Authors

Ahmed Hassan Awadallah

40 papers · 2016–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer πŸƒ Academic Marathon (9) 🀝 Dynamic Duo (10) πŸ† Keyword Champion (3) πŸ”₯ Unstoppable (7) πŸš€ Conference Pioneer ⚑ Prolific Year (8) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (164) πŸ’Ž Century Club (40)

Conferences

ACL (13) EMNLP (8) NAACL (6) ICLR (5) AAAI (3) EACL (2) AACL (1) AUTOML (1) IJCNLP (1)

Top co-authors

Subhabrata Mukherjee (10) Guoqing Zheng (9) Budhaditya Deb (8) Milad Shokouhi (7) Dragomir Radev (6) Saghar Hosseini (4) Tao Yu (4) Wei Wang (4) Jianfeng Gao (3) Robert Sim (3)

Keywords

transfer learning (5) semantic parsing (4) pre-trained language model (4) large language model (4) model compression (4) mixture of expert (4) multilingual reply suggestion (3) cross-lingual transfer (3) text summarization (3) text classification (3) text generation (3) instruction tuning (3) natural language feedback (3) low-rank adaptation (2) parameter-efficient fine-tuning (2) query-based summarization (2) zero-shot learning (2) language model (2) multi-task learning (2) meeting summarization (2)

Papers

Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF ICLR 2025
sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ACL 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025
Teaching Language Models to Hallucinate Less with Synthetic Tasks ICLR 2024
Assessing and Verifying Task Utility in LLM-Powered Applications EMNLP 2024
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing ICLR 2024
PREME: Preference-based Meeting Exploration through an Interactive Questionnaire EACL 2023
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models ACL 2023
AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation ACL 2023
An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models ACL 2023
Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding EACL 2023
Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference AUTOML 2023
DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models ACL 2023
On Improving Summarization Factual Consistency from Natural Language Feedback ACL 2023
Knowledge Infused Decoding ICLR 2022
Boosting Natural Language Generation from Instructions with Meta-Learning EMNLP 2022
Leveraging Locality in Abstractive Text Summarization EMNLP 2022
AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning EMNLP 2022
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization NAACL 2021
Meta Label Correction for Noisy Label Learning AAAI 2021
A Dataset and Baselines for Multilingual Reply Suggestion ACL 2021
SummerTime: Text Summarization Toolkit for Non-experts EMNLP 2021
A Conditional Generative Matching Model for Multi-lingual Reply Suggestion EMNLP 2021
Say β€˜YES’ to Positivity: Detecting Toxic Language in Workplace Communications EMNLP 2021
An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021
SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing ICLR 2021
A Dataset and Baselines for Multilingual Reply Suggestion IJCNLP 2021
MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning NAACL 2021
Self-Training with Weak Supervision NAACL 2021
Structure-Grounded Pretraining for Text-to-SQL NAACL 2021
NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction NAACL 2021
XtremeDistil: Multi-stage Distillation for Massive Multilingual Models ACL 2020
Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback ACL 2020
Smart To-Do: Automatic Generation of To-Do Items from Emails ACL 2020
Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ACL 2020
Leveraging Structured Metadata for Improving Question Answering on the Web AACL 2020
Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019
Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching AAAI 2019
Activity Modeling in Email NAACL 2016