Nils Feldhus
24 papers · 2021–2026 · 7 venues · across top CS/AI venues
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Artificial Intelligence
(22)
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Natural Language Processing
(18)
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Generation
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Machine Learning
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Deep Learning
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large language model
(7)
feature attribution
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explanation generation
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dialogue system
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language model
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explainable ai
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natural language explanation
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model interpretability
(3)
multimodal learning
(2)
counterfactual example
(2)
intent recognition
(2)
few-shot prompting
(2)
model explanation
(2)
natural language processing
(2)
mechanistic interpretability
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hate speech detection
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bias detection
(1)
in-context learning
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information retrieval
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Papers
Infherno: End-to-end Agent-based FHIR Resource Synthesis from Free-form Clinical Notes
EACL 2026
Parallel Universes, Parallel Languages: A Comprehensive Study on LLM-based Multilingual Counterfactual Example Generation
ACL 2026
Persona Prompting as a Lens on LLM Social Reasoning
EACL 2026
Simplifying Outcomes of Language Model Component Analyses with ELIA
EACL 2026
XplaiNLP at SemEval-2026 Task 1: BVAHAHA - Benign Violation Algorithm for Humor and Harmless Absurdity
SemEval 2026
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem
COLING 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification
ACL 2025
FitCF: A Framework for Automatic Feature Importance-guided Counterfactual Example Generation
ACL 2025
Free-text Rationale Generation under Readability Level Control
ACL 2025
Human and LLM-based Assessment of Teaching Acts in Expert-led Explanatory Dialogues
EMNLP 2025
Interpreting Language Models Through Concept Descriptions: A Survey
EMNLP 2025
Multilingual Datasets for Custom Input Extraction and Explanation Requests Parsing in Conversational XAI Systems
EMNLP 2025
Table Understanding and (Multimodal) LLMs: A Cross-Domain Case Study on Scientific vs. Non-Scientific Data
ACL 2025
CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems
EMNLP 2024
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations
NAACL 2024
XAI for Better Exploitation of Text in Medical Decision Support
ACL 2024
Inseq: An Interpretability Toolkit for Sequence Generation Models
ACL 2023
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations
EMNLP 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
ACL 2021
Efficient Explanations from Empirical Explainers
EMNLP 2021
European Language Grid: A Joint Platform for the European Language Technology Community
EACL 2021
Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools
EMNLP 2021