Benjamin Roth
43 papers · 2010–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (15) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(6)
π€
Dynamic Duo
(10)
π
Keyword Champion
(3)
π
Century Club
(40)
π
Trend Setter
β‘
Prolific Year
(5)
β
The Questioner
ποΈ
Keyword Collector
(150)
π₯
Unstoppable
(7)
Conferences
ACL (13)
EMNLP (13)
EACL (8)
NAACL (5)
IJCNLP (3)
CONLL (1)
Top co-authors
Keywords
large language model
(4)
weak supervision
(3)
weakly supervised learning
(3)
text classification
(3)
language model
(3)
labeling function
(3)
heuristic rule
(2)
modular framework
(2)
explanation method
(2)
natural language processing
(2)
image clustering
(2)
prompt engineering
(2)
instruction tuning
(2)
neural network
(2)
deep learning model
(2)
knowledge graph completion
(2)
domain adaptation
(2)
label noise
(2)
curriculum learning
(1)
density estimation
(1)
Papers
Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis
EACL 2026
Do language models accommodate their users? A study of linguistic convergence
EACL 2026
Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions
EACL 2026
Principled Personas: Defining and Measuring the Intended Effects of Persona Prompting on Task Performance
EMNLP 2025
Influence-driven Curriculum Learning for Pre-training on Limited Data
EMNLP 2025
RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios
EMNLP 2025
Influences on LLM Calibration: A Study of Response Agreement, Loss Functions, and Prompt Styles
ACL 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks
ACL 2025
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency
ACL 2024
Text-Guided Alternative Image Clustering
ACL 2024
Collaborative Development of Modular Open Source Educational Resources for Natural Language Processing
ACL 2024
Functionality learning through specification instructions
EMNLP 2024
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
EMNLP 2024
Counterfactual Reasoning with Knowledge Graph Embeddings
EACL 2024
Text-Guided Image Clustering
EACL 2024
ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision
EMNLP 2023
CogMemLM: Human-Like Memory Mechanisms Improve Performance and Cognitive Plausibility of LLMs
EMNLP 2023
Seeing through the mess: evolutionary dynamics of lexical polysemy
EMNLP 2023
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
WeaNFβ:" Weak Supervision with Normalizing Flows
ACL 2022
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
KnowMAN: Weakly Supervised Multinomial Adversarial Networks
EMNLP 2021
Knodle: Modular Weakly Supervised Learning with PyTorch
IJCNLP 2021
Knodle: Modular Weakly Supervised Learning with PyTorch
ACL 2021
Interpretable Question Answering on Knowledge Bases and Text
ACL 2019
Proceedings of the Workshop on Extracting Structured Knowledge from Scientific Publications
NAACL 2019
Domain adaptation for part-of-speech tagging of noisy user-generated text
NAACL 2019
Joint Bootstrapping Machines for High Confidence Relation Extraction
NAACL 2018
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement
ACL 2018
Joint Aspect and Polarity Classification for Aspect-based Sentiment Analysis with End-to-End Neural Networks
EMNLP 2018
Interpretable Textual Neuron Representations for NLP
EMNLP 2018
Towards Bootstrapping a Polarity Shifter Lexicon using Linguistic Features
IJCNLP 2017
Multilingual Relation Extraction using Compositional Universal Schema
NAACL 2016
Comparing Convolutional Neural Networks to Traditional Models for Slot Filling
NAACL 2016
Compositional Vector Space Models for Knowledge Base Completion
ACL 2015
Compositional Vector Space Models for Knowledge Base Completion
IJCNLP 2015
Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns
EACL 2014
RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population
EACL 2014
Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction
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