Miguel Ballesteros

Barriers to Discrete Reasoning with Transformers: A Survey Across Depth, Exactness, and Bandwidth EACL 2026 Active Evaluation Acquisition for Efficient LLM Benchmarking ICML 2025 MetaSynth: Meta-Prompting-Driven Agentic Scaffolds for Diverse Synthetic Data Generation ACL 2025 Unraveling and Mitigating Safety Alignment Degradation of Vision-Language Models ACL 2025 A Weak Supervision Approach for Few-Shot Aspect Based Sentiment Analysis EACL 2024 Characterizing and Measuring Linguistic Dataset Drift ACL 2023 Comparing Biases and the Impact of Multilingual Training across Multiple Languages EMNLP 2023 Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents ACL 2023 Dynamic Benchmarking of Masked Language Models on Temporal Concept Drift with Multiple Views EACL 2023 Instruction Tuning for Few-Shot Aspect-Based Sentiment Analysis ACL 2023 Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization EACL 2023 Taxonomy Expansion for Named Entity Recognition EMNLP 2023 Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022 Label Semantics for Few Shot Named Entity Recognition ACL 2022 Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation COLING 2022 A Bag of Tricks for Dialogue Summarization EMNLP 2021 Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021 How much pretraining data do language models need to learn syntax? EMNLP 2021 Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas NAACL 2021 On the evolution of syntactic information encoded by BERT’s contextualized representations EACL 2021 Sequential Cross-Document Coreference Resolution EMNLP 2021 Resource-Enhanced Neural Model for Event Argument Extraction EMNLP 2020 Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020 Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models EMNLP 2020 To BERT or Not to BERT: Comparing Task-specific and Task-agnostic Semi-Supervised Approaches for Sequence Tagging EMNLP 2020 Transition-based Parsing with Stack-Transformers EMNLP 2020 Neural language models as psycholinguistic subjects: Representations of syntactic state NAACL 2019 Recursive Subtree Composition in LSTM-Based Dependency Parsing NAACL 2019 Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning ACL 2019 Structural Supervision Improves Learning of Non-Local Grammatical Dependencies NAACL 2019 IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing CoNLL 2018 Multilingual Neural Machine Translation with Task-Specific Attention COLING 2018 Multimodal Emoji Prediction NAACL 2018 Pieces of Eight: 8-bit Neural Machine Translation NAACL 2018 Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP ACL 2018 SemEval 2018 Task 2: Multilingual Emoji Prediction SemEval 2018 AMR Parsing using Stack-LSTMs EMNLP 2017 Are Emojis Predictable? EACL 2017 What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017 A Neural Network Architecture for Multilingual Punctuation Generation EMNLP 2016 Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser EMNLP 2016 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs CoNLL 2016 Neural Architectures for Named Entity Recognition NAACL 2016 Recurrent Neural Network Grammars NAACL 2016 Training with Exploration Improves a Greedy Stack LSTM Parser EMNLP 2016 Transition-Based Dependency Parsing with Heuristic Backtracking EMNLP 2016 Data-driven sentence generation with non-isomorphic trees NAACL 2015 Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs EMNLP 2015 Transition-Based Dependency Parsing with Stack Long Short-Term Memory ACL 2015 Transition-based Spinal Parsing CoNLL 2015 Visualizing Deep-Syntactic Parser Output NAACL 2015 Automatic Feature Selection for Agenda-Based Dependency Parsing COLING 2014 Deep-Syntactic Parsing COLING 2014 Effective Morphological Feature Selection with MaltOptimizer at the SPMRL 2013 Shared Task EMNLP 2013 Finding Dependency Parsing Limits over a Large Spanish Corpus IJCNLP 2013 MaltDiver: A Transition-Based Parser Visualizer IJCNLP 2013 MaltOptimizer: An Optimization Tool for MaltParser EACL 2012 UCM-2: a Rule-Based Approach to Infer the Scope of Negation via Dependency Parsing SemEval 2012 UCM-I: A Rule-based Syntactic Approach for Resolving the Scope of Negation SemEval 2012