Nils Feldhus
24 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+11 more ↓ Show less ↑
π Cross-Pollinator (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (7) π Academic Marathon (5)
π
Academic Marathon
(5)
πΊοΈ
Taxonomy Completionist
(38)
π€
Dynamic Duo
(11)
π₯
Mega-Team
(36)
π¬
Deep Specialist
(14)
π§¬
Topic Evolution
π
Keyword Champion
(7)
ποΈ
Keyword Collector
(102)
π₯
Unstoppable
(5)
β‘
Prolific Year
(8)
π
Century Club
(20)
Conferences
ACL (9)
EMNLP (7)
EACL (4)
COLING (1)
IJCNLP (1)
INTERSPEECH (1)
NAACL (1)
Top co-authors
Keywords
large language model
(7)
feature attribution
(7)
dialogue system
(5)
explanation generation
(5)
natural language explanation
(4)
language model
(4)
explainable ai
(4)
model interpretability
(3)
multimodal learning
(2)
hate speech detection
(2)
intent recognition
(2)
natural language processing
(2)
mechanistic interpretability
(2)
counterfactual example
(2)
question answering
(2)
model explanation
(2)
few-shot prompting
(2)
bias detection
(1)
in-context learning
(1)
information retrieval
(1)
Papers
Simplifying Outcomes of Language Model Component Analyses with ELIA
EACL 2026
Persona Prompting as a Lens on LLM Social Reasoning
EACL 2026
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation
ACL 2026
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
EACL 2026
Free-text Rationale Generation under Readability Level Control
ACL 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data
ACL 2025
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem
COLING 2025
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
EMNLP 2025
Human and LLM-based Assessment of Teaching Acts in Expert-led Explanatory Dialogues
EMNLP 2025
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation
ACL 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification
ACL 2025
Interpreting Language Models Through Concept Descriptions: A Survey
EMNLP 2025
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations
NAACL 2024
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems
EMNLP 2024
XAI for Better Exploitation of Text in Medical Decision Support
ACL 2024
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations
EMNLP 2023
Inseq: An Interpretability Toolkit for Sequence Generation Models
ACL 2023
Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
ACL 2023
Towards Automated Dialog Personalization using MBTI Personality Indicators
INTERSPEECH 2022
Combining Open Domain Question Answering with a Task-Oriented Dialog System
IJCNLP 2021
Combining Open Domain Question Answering with a Task-Oriented Dialog System
ACL 2021
Efficient Explanations from Empirical Explainers
EMNLP 2021
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools
EMNLP 2021
European Language Grid: A Joint Platform for the European Language Technology Community
EACL 2021