Ahmed Hassan Awadallah

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