Papers
Explanations explained. Influence of Free-text Explanations on LLMs and the Role of Implicit Knowledge
Andrea Zaninello, Roberto Dessi, Malvina Nissim et al.
When Does Meaning Backfire? Investigating the Role of AMRs in NLI
Junghyun Min, Xiulin Yang, Shira Wein
All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing
Advait Deshmukh, Ashwin Umadi, Dananjay Srinivas et al.
Math Natural Language Inference: this should be easy!
Valeria de Paiva, Qiyue Gao, Hai Hu et al.
WiC Evaluation in Galician and Spanish: Effects of Dataset Quality and Composition
Marta Vázquez Abuín, Marcos Garcia
AmbiStory: A Challenging Dataset of Lexically Ambiguous Short Stories
Janosch Gehring, Michael Roth
Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts
Sven Naber, Diego Frassinelli, Sabine Schulte Im Walde
On the Distinctive Co-occurrence Characteristics of Antonymy
Zhihan Cao, Hiroaki Yamada, Takenobu Tokunaga
Evaluating Compositional Generalisation in VLMs and Diffusion Models
Beth Pearson, Bilal Boulbarss, Michael Wray et al.
Cross-Lingual Extractive Question Answering with Unanswerable Questions
Yuval Gorodissky, Elior Sulem, Dan Roth
Generalizability of Media Frames: Corpus creation and analysis across countries
Agnese Daffara, Sourabh Dattawad, Sebastian Padó et al.
Semantic Differentiation in Speech Emotion Recognition: Insights from Descriptive and Expressive Speech Roles
Rongchen Guo, Vincent Francoeur, Isar Nejadgholi et al.
Semantic Prosody in Machine Translation: the English-Chinese Case of Passive Structures
Xinyue Ma, Pol Pastells, Mariona Taulé Delor et al.
From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification
Tonghui Han, Xinru Zhang, Yaxin Bi et al.
Injecting Frame Semantics into Large Language Models via Prompt-Based Fine-Tuning
Shahid Iqbal Rai, Danilo Croce, Roberto Basili
Bridging Information Gaps with Comprehensive Answers: Improving the Diversity and Informativeness of Follow-Up Questions
Zhe Liu, Taekyu Kang, Haoyu Wang et al.
ChengyuSTS: An Intrinsic Perspective on Mandarin Idiom Representation
Le Qiu, Emmanuele Chersoni, Aline Villavicencio
Uncertain (Mis)Takes at LeWiDi-2025: Modeling Human Label Variation With Semantic Entropy
Ieva Raminta Staliūnaitė, Andreas Vlachos
twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements
Nguyen Huu Dang Nguyen, Dang Van Thin
PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss
Ziyi Huang, N. R. Abeynayake, Xia Cui
Opt-ICL at LeWiDi-2025: Maximizing In-Context Signal from Rater Examples via Meta-Learning
Taylor Sorensen, Yejin Choi
NLP-ResTeam at LeWiDi-2025:Performance Shifts in Perspective Aware Models based on Evaluation Metrics
Olufunke O. Sarumi, Charles Welch, Daniel Braun
McMaster at LeWiDi-2025: Demographic-Aware RoBERTa
Aadi Sanghani, Sarvin Azadi, Virendra Jethra et al.
LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo
Mandira Sawkar, Samay U. Shetty, Deepak Pandita et al.
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task
Elisa Leonardelli, Silvia Casola, Siyao Peng et al.