Salim Roukos

From Multiple-Choice to Extractive QA: A Case Study for English and Arabic COLING 2025 CHRONOS: A Schema-Based Event Understanding and Prediction System AAAI 2024 Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks EMNLP 2024 Graph-based Uncertainty Metrics for Long-form Language Model Generations NeurIPS 2024 Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs EMNLP 2023 MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types ACL 2023 Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023 PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ACL 2023 UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers EMNLP 2023 DocAMR: Multi-Sentence AMR Representation and Evaluation NAACL 2022 Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules EMNLP 2022 Maximum Bayes Smatch Ensemble Distillation for AMR Parsing NAACL 2022 SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases EMNLP 2022 Zero-shot Entity Linking with Less Data NAACL 2022 A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering AAAI 2021 A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering ACL 2021 Bootstrapping Multilingual AMR with Contextual Word Alignments EACL 2021 KAAPA: Knowledge Aware Answers from PDF Analysis AAAI 2021 Leveraging Abstract Meaning Representation for Knowledge Base Question Answering ACL 2021 Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing EMNLP 2021 A Multilingual Reading Comprehension System for more than 100 Languages COLING 2020 ARES: A Reading Comprehension Ensembling Service EMNLP 2020 GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020 Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020 Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020 The TechQA Dataset ACL 2020 Towards building a Robust Industry-scale Question Answering System COLING 2020 CFO: A Framework for Building Production NLP Systems EMNLP 2019 Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019 Adaptive HTER Estimation for Document-Specific MT Post-Editing ACL 2014 Invited Talk: IBM Cognitive Computing - An NLP Renaissance! EMNLP 2014 A Correction Model for Word Alignments EMNLP 2011 Improving Mention Detection Robustness to Noisy Input EMNLP 2010 Learning to Predict Readability using Diverse Linguistic Features COLING 2010 Direct Translation Model 2 NAACL 2007 Extracting Social Networks and Biographical Facts From Conversational Speech Transcripts ACL 2007 A Maximum Entropy Word Aligner for Arabic-English Machine Translation EMNLP 2005 A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell Tree ACL 2004 Automatic Derivation of Surface Text Patterns for a Maximum Entropy Based Question Answering System NAACL 2003 Identifying and Tracking Entity Mentions in a Maximum Entropy Framework NAACL 2003 Language Model Based Arabic Word Segmentation ACL 2003 TIPS: A Translingual Information Processing System NAACL 2003 tRuEcasIng ACL 2003 Active Learning for Statistical Natural Language Parsing ACL 2002 Bleu: a Method for Automatic Evaluation of Machine Translation ACL 2002