2025
Superalignment with Dynamic Human Values.
CoRR, March, 2025
The Muddy Waters of Modeling Empathy in Language: The Practical Impacts of Theoretical Constructs.
CoRR, January, 2025
Funzac at CoMeDi Shared Task: Modeling Annotator Disagreement from Word-In-Context Perspectives.
CoRR, January, 2025
Exploring Robustness of Multilingual LLMs on Real-World Noisy Data.
CoRR, January, 2025
Exploring Robustness of LLMs to Sociodemographically-Conditioned Paraphrasing.
CoRR, January, 2025
ArithmAttack: Evaluating Robustness of LLMs to Noisy Context in Math Problem Solving.
CoRR, January, 2025
Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations.
CoRR, January, 2025
Unifying the Extremes: Developing a Unified Model for Detecting and Predicting Extremist Traits and Radicalization.
Proceedings of the Nineteenth International AAAI Conference on Web and Social Media, 2025
Do LLMs Provide Consistent Answers to Health-Related Questions Across Languages?
Proceedings of the Advances in Information Retrieval, 2025
2024
Explaining GPT-4's Schema of Depression Using Machine Behavior Analysis.
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2024
Can Stories Help LLMs Reason? Curating Information Space Through Narrative.
CoRR, 2024
Probing the Robustness of Theory of Mind in Large Language Models.
CoRR, 2024
Language-specific Calibration for Pruning Multilingual Language Models.
CoRR, 2024
Do Multilingual Large Language Models Mitigate Stereotype Bias?
CoRR, 2024
USDC: A Dataset of User Stance and Dogmatism in Long Conversations.
CoRR, 2024
Pitfalls of Conversational LLMs on News Debiasing.
CoRR, 2024
Corpus Considerations for Annotator Modeling and Scaling.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
The Impact of Differential Privacy on Group Disparity Mitigation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Unveiling Information Through Narrative In Conversational Information Seeking.
Proceedings of the ACM Conversational User Interfaces 2024, 2024
LeadEmpathy: An Expert Annotated German Dataset of Empathy in Written Leadership Communication.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Appraisal Framework for Clinical Empathy: A Novel Application to Breaking Bad News Conversations.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Perspective Taking through Generating Responses to Conflict Situations.
Proceedings of the Findings of the Association for Computational Linguistics, 2024
2023
Style Locality for Controllable Generation with kNN Language Models.
CoRR, 2023
Domain Transfer for Empathy, Distress, and Personality Prediction.
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023
OpinionConv: Conversational Product Search with Grounded Opinions.
Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue, 2023
CAISA at SemEval-2023 Task 8: Counterfactual Data Augmentation for Mitigating Class Imbalance in Causal Claim Identification.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Challenges of GPT-3-Based Conversational Agents for Healthcare.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Applications.
Proceedings of the Seventeenth International AAAI Conference on Web and Social Media, 2023
Multilingual Detection of Check-Worthy Claims Using World Languages and Adapter Fusion.
Proceedings of the Advances in Information Retrieval, 2023
2022
Nearest Neighbor Language Models for Stylistic Controllable Generation.
CoRR, 2022
How Much User Context Do We Need? Privacy by Design in Mental Health NLP Application.
CoRR, 2022
Understanding Interpersonal Conflict Types and their Impact on Perception Classification.
CoRR, 2022
UserNLP'22: 2022 International Workshop on User-centered Natural Language Processing.
Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022
CAISA at WASSA 2022: Adapter-Tuning for Empathy Prediction.
Proceedings of the 12th Workshop on Computational Approaches to Subjectivity, 2022
Investigating Paraphrasing-Based Data Augmentation for Task-Oriented Dialogue Systems.
Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022
Towards Suicide Ideation Detection Through Online Conversational Context.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022
Refining Diagnosis Paths for Medical Diagnosis based on an Augmented Knowledge Graph.
Proceedings of the 5th Workshop on Semantic Web solutions for large-scale biomedical data analytics co-located with the Extended Semantic Web Conference (ESWC 2022), 2022
Mitigating Toxic Degeneration with Empathetic Data: Exploring the Relationship Between Toxicity and Empathy.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
FACTOID: A New Dataset for Identifying Misinformation Spreaders and Political Bias.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Investigating User Radicalization: A Novel Dataset for Identifying Fine-Grained Temporal Shifts in Opinion.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Unifying Data Perspectivism and Personalization: An Application to Social Norms.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
A Critical Reflection and Forward Perspective on Empathy and Natural Language Processing.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
CAISA@SMM4H'22: Robust Cross-Lingual Detection of Disease Mentions on Social Media with Adversarial Methods.
Proceedings of The Seventh Workshop on Social Media Mining for Health Applications, 2022
DMix: Adaptive Distance-aware Interpolative Mixup.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022
2021
Modeling Proficiency with Implicit User Representations.
CoRR, 2021
Towards User-Centric Text-to-Text Generation: A Survey.
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021
Suicide Ideation Detection via Social and Temporal User Representations using Hyperbolic Learning.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
HypMix: Hyperbolic Interpolative Data Augmentation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Perceived and Intended Sarcasm Detection with Graph Attention Networks.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
PHASE: Learning Emotional Phase-aware Representations for Suicide Ideation Detection on Social Media.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
2020
Common Conversational Community Prototype: Scholarly Conversational Assistant.
CoRR, 2020
Returning the N to NLP: Towards Contextually Personalized Classification Models.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2018
Lexical-semantic resources: yet powerful resources for automatic personality classification.
Proceedings of the 9th Global Wordnet Conference, 2018
Changes in Psycholinguistic Attributes of Social Media Users Before, During, and After Self-Reported Influenza Symptoms.
Proceedings of the 2018 EMNLP Workshop SMM4H: The 3rd Social Media Mining for Health Applications Workshop & Shared Task, 2018
2016
A User Interface for the Exploration of Manually and Automatically Coded Scientific Reasoning and Argumentation.
Proceedings of the Transforming Learning, 2016
Exploring Stylistic Variation with Age and Income on Twitter.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Supersense Embeddings: A Unified Model for Supersense Interpretation, Prediction, and Utilization.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Analyzing Biases in Human Perception of User Age and Gender from Text.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
2015
Document-level school lesson quality classification based on German transcripts.
J. Lang. Technol. Comput. Linguistics, 2015
Analysing domain suitability of a sentiment lexicon by identifying distributionally bipolar words.
Proceedings of the 6th Workshop on Computational Approaches to Subjectivity, 2015
Constructive feedback, thinking process and cooperation: assessing the quality of classroom interaction.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Personality Profiling of Fictional Characters using Sense-Level Links between Lexical Resources.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
2014
What makes a good biography?: multidimensional quality analysis based on wikipedia article feedback data.
Proceedings of the 23rd International World Wide Web Conference, 2014
UKPDIPF: Lexical Semantic Approach to Sentiment Polarity Prediction in Twitter Data.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
2013
Can We Hide in the Web? Large Scale Simultaneous Age and Gender Author Profiling in Social Media Notebook for PAN at CLEF 2013.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013