Benjamin Roth

Do language models accommodate their users? A study of linguistic convergence EACL 2026 Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis EACL 2026 Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions EACL 2026 From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks ACL 2025 Influence-driven Curriculum Learning for Pre-training on Limited Data EMNLP 2025 Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles ACL 2025 Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance EMNLP 2025 RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025 Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency ACL 2024 Collaborative Development of Modular Open Source Educational Resources for Natural Language Processing ACL 2024 Counterfactual Reasoning with Knowledge Graph Embeddings EACL 2024 Functionality learning through specification instructions EMNLP 2024 Text-Guided Alternative Image Clustering ACL 2024 Text-Guided Image Clustering EACL 2024 To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity EMNLP 2024 ACTC: Active Threshold Calibration for Cold-Start Knowledge Graph Completion ACL 2023 CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs CoNLL 2023 Seeing through the mess: evolutionary dynamics of lexical polysemy EMNLP 2023 ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision EMNLP 2023 Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection ACL 2022 SepLL: Separating Latent Class Labels from Weak Supervision Noise EMNLP 2022 WeaNF”:" Weak Supervision with Normalizing Flows ACL 2022 Knodle: Modular Weakly Supervised Learning with PyTorch ACL 2021 KnowMAN: Weakly Supervised Multinomial Adversarial Networks EMNLP 2021 Domain adaptation for part-of-speech tagging of noisy user-generated text NAACL 2019 Interpretable Question Answering on Knowledge Bases and Text ACL 2019 Proceedings of the Workshop on Extracting Structured Knowledge from Scientific Publications NAACL 2019 Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018 Interpretable Textual Neuron Representations for NLP EMNLP 2018 Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks EMNLP 2018 Joint Bootstrapping Machines for High Confidence Relation Extraction NAACL 2018 Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features IJCNLP 2017 Comparing Convolutional Neural Networks to Traditional Models for Slot Filling NAACL 2016 Multilingual Relation Extraction using Compositional Universal Schema NAACL 2016 Compositional Vector Space Models for Knowledge Base Completion ACL 2015 Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction EACL 2014 RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population EACL 2014 Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns EACL 2014 Combining Generative and Discriminative Model Scores for Distant Supervision EMNLP 2013 Topic Models for Word Sense Disambiguation and Token-Based Idiom Detection ACL 2010