← Authors

Miguel Ballesteros

60 papers · 2012–2026 · 9 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (89) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (6) 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (13) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (10) 🧬 Topic Evolution πŸ’Ž Century Club (59) πŸ“ˆ Trend Setter ❓ The Questioner (3) ⚑ Prolific Year (7) πŸ—ƒοΈ Keyword Collector (182) πŸ”₯ Unstoppable (14)

Conferences

EMNLP (17) NAACL (11) ACL (9) EACL (9) COLING (4) CONLL (3) IJCNLP (3) SEMEVAL (3) ICML (1)

Top co-authors

Chris Dyer (10) Shuai Wang (9) Jie Ma (9) Noah A. Smith (8) Yogarshi Vyas (8) Yassine Benajiba (8) Leo Wanner (6) Yaser Al-Onaizan (5) Bernd Bohnet (5) Neha Anna John (5)

Keywords

representation learning (6) dependency parsing (5) few-shot learning (4) transition-based parsing (4) multi-task learning (4) transfer learning (3) transformer architecture (3) syntactic parsing (3) emoji prediction (3) text classification (3) abstract meaning representation (2) part-of-speech tagging (2) domain adaptation (2) multimodal learning (2) natural language inference (2) neural machine translation (2) attention mechanism (2) named entity recognition (2) sentiment analysis (2) unsupervised learning (2)

Papers

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