Jonathan K. Kummerfeld
48 papers · 2010–2026 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+13 more ↓ Show less ↑
π Conference Polyglot (9) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Academic Marathon (15)
π
Academic Marathon
(15)
π
Cross-Pollinator
(6)
π
Renaissance Researcher
(9)
πΊ
Lone Wolf
(3)
π
Keyword Champion
(5)
π§¬
Topic Evolution
π€
Dynamic Duo
(13)
β‘
Prolific Year
(7)
π₯
Unstoppable
(9)
π
Trend Setter
ποΈ
Keyword Collector
(180)
π
Century Club
(47)
β
The Questioner
(2)
Conferences
ACL (16)
EMNLP (14)
NAACL (6)
COLING (3)
IJCNLP (3)
CONLL (2)
EACL (2)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
annotation quality
(5)
intent classification
(5)
dialogue system
(4)
data quality
(3)
natural language processing
(3)
language modeling
(3)
word embedding
(3)
language model
(3)
dialog system
(3)
human-ai interaction
(2)
text classification
(2)
reinforcement learning
(2)
word representation
(2)
dialogue evaluation
(2)
named entity recognition
(2)
game ai
(2)
natural language understanding
(2)
game theory
(2)
strategic reasoning
(2)
benchmark evaluation
(2)
Papers
Your Students Donβt Use LLMs Like You Wish They Did
ACL 2026
Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities
ACL 2025
Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL
ACL 2025
Personalized Help for Optimizing Low-Skilled Usersβ Strategy
NAACL 2025
Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review
ACL 2025
More Victories, Less Cooperation: Assessing Ciceroβs Diplomacy Play
ACL 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
ICML 2024
A Comparative Multidimensional Analysis of Empathetic Systems
EACL 2024
Do Text-to-Vis Benchmarks Test Real Use of Visualisations?
EMNLP 2024
Empathy Identification Systems are not Accurately Accounting for Context
EACL 2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations
EMNLP 2023
Using Paraphrases to Study Properties of Contextual Embeddings
NAACL 2022
Leveraging Similar Users for Personalized Language Modeling with Limited Data
ACL 2022
Analyzing the Surprising Variability in Word Embedding Stability Across Languages
EMNLP 2021
Exploring Self-Identified Counseling Expertise in Online Support Forums
IJCNLP 2021
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing
IJCNLP 2021
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing
ACL 2021
Exploring Self-Identified Counseling Expertise in Online Support Forums
ACL 2021
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks
EMNLP 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health
EMNLP 2021
Exploring the Value of Personalized Word Embeddings
COLING 2020
Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods
COLING 2020
Compositional Demographic Word Embeddings
EMNLP 2020
Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness
EMNLP 2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation
EMNLP 2020
A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels
EMNLP 2020
DSTC7 Task 1: Noetic End-to-End Response Selection
ACL 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
EMNLP 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
NAACL 2019
No-Press Diplomacy: Modeling Multi-Agent Gameplay
NIPS 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
IJCNLP 2019
SLATE: A Super-Lightweight Annotation Tool for Experts
ACL 2019
A Large-Scale Corpus for Conversation Disentanglement
ACL 2019
Data Collection for Dialogue System: A Startup Perspective
NAACL 2018
Effective Crowdsourcing for a New Type of Summarization Task
NAACL 2018
Factors Influencing the Surprising Instability of Word Embeddings
NAACL 2018
Improving Text-to-SQL Evaluation Methodology
ACL 2018
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation
EMNLP 2017
Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection
ACL 2017
An Empirical Analysis of Optimization for Max-Margin NLP
EMNLP 2015
Error-Driven Analysis of Challenges in Coreference Resolution
EMNLP 2013
An Empirical Examination of Challenges in Chinese Parsing
ACL 2013
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output
EMNLP 2012
Robust Conversion of CCG Derivations to Phrase Structure Trees
ACL 2012
Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output
CONLL 2012
Mention Detection: Heuristics for the OntoNotes annotations
CONLL 2011
Faster Parsing by Supertagger Adaptation
ACL 2010
Morphological Analysis Can Improve a CCG Parser for English
COLING 2010