| 2026 | Using Text Simplification in Norwegian News Summarization. | Vandana Yadav, Jon Atle Gulla, zlem zgbek, Lemei Zhang |
| 2026 | Evaluating Noisy Optimization in Finetuning LMs for Neural Ranking. | Daniel Vollmers, Arnab Sharma, Axel-Cyrille Ngonga Ngomo |
| 2026 | Ontology-Augmented Prompt Engineering for Aspect-Based Sentiment Classification. | Quinten van de Vijver, Emma van Breukelen, Arjan Noordermeer, Anastasia Glebova, Flavius Frasincar |
| 2026 | Evaluating LLM-Generated Wikipedia Content: Political Topics in a French Setting. | Jeanne Vermeirsche, Eric SanJuan, Tania Jimnez |
| 2026 | When Words Move Markets: Interpretable Behavioural and Robustness Analysis of LLMs for Financial Sentiment Reasoning via Local Perturbation Explanations. | Sania Verma, Koorosh Aslansefat, Joyjit Chatterjee, Akash Marar, Anu Mehra, Aisha Ekundayo |
| 2026 | Adapting GPT for Egyptian Arabic-English Code-Switched Sentiment Analysis Through Prompting, Retrieval, and Sentiment-Guided Fine-Tuning. | Ahmed Sherif, Reem Hussein, Caroline Sabty |
| 2026 | Attention-Pruned SHAP: Accelerating SHAP-Based Explainability with Attention-Guided Feature Pruning. | Hamza Shafik, Ahmed Sherif, Caroline Sabty |
| 2026 | Zoom In Disparities in Healthcare LLM Q&A. | Ipek Baris Schlicht, Burcu Sayin, Zhixue Zhao, Frederik Labont, Cesare Barbera, Marco Viviani, Paolo Rosso, Lucie Flek |
| 2026 | Expansion Is Not Enough: Revisiting Dynamically Expandable Networks for NLP Tasks. | M. Uzzwal Vanshik Reddy, S. Sowmya Kamath, Vijayan Sugumaran |
| 2026 | BEADS: Bias Evaluation Across Domains. | Shaina Raza, Mizanur Rahman, Michael R. Zhang |
| 2026 | ThinknCheck: Grounded Claim Verification with Compact, Reasoning-Driven, and Interpretable Models. | Delip Rao, Feijiang Han, Chris Callison-Burch |
| 2026 | What Do Claim Verification Datasets Actually Test? A Reasoning Trace Analysis. | Delip Rao, Chris Callison-Burch |
| 2026 | Temporal Structure in LLM Reasoning: Analyzing Hidden States and Semantic Embeddings. | Kotaro Otomura, Kosuke Nakamura, Katsuki Kobayashi, Mitsuki Nakamura, Ryo Hase, Jumpei Hato |
| 2026 | Towards Robust Uzbek Neural Dependency Parsing: Cross-Treebank Training. | Sanatbek Matlatipov |
| 2026 | Efficient Error-Type Transfer for Grammatical Error Detection via Embedding Alignment. | Corina Masanti, Hans-Friedrich Witschel, Kaspar Riesen |
| 2026 | Adaptive Filtering for Large Language Models. | Ryan Marinelli |
| 2026 | Automated ICD-10 Coding Approaches with UMLS Integration and Model Interpretability Support. | Ritik Mahajan, S. Sowmya Kamath, Vijayan Sugumaran, V. Geetha |
| 2026 | Tokenizations for Austronesian Language Models: Study on Languages in Indonesia Archipelago. | Andhika Bernard Lumbantobing, Hokky Situngkir, Kevin Siringo Ringo |
| 2026 | Consp2VecD: A Dataset Based on Emotional Dynamics Expressed by Reddit Conspiracy Groups for Information Disorder Analysis. | Luigi Lomasto, Nicola Lettieri, Delfina Malandrino, Valerio Mosca, Rocco Zaccagnino |
| 2026 | Mitigating Gender Bias in English to Romanian Machine Translation. | Ioana Grigore, Sergiu Nisioi |
| 2026 | Summarising Regulations: an Empirical Study of Long-Document Summarisation Methods Under Extreme Compression. | Tuba Gokhan, Mubashir Ali, Mark Lee |
| 2026 | If I Could Turn Back Time: Temporal Reframing as a Historical Reasoning Task for Large Language Models. | Lars Bungum, Charles Yijia Huang, Abeer Kashar |
| 2025 | Hybrid-SET: Few-Shot Example Selection Combining Sentence Similarity and Set Coverage - A Case Study on Material Science Domain. | Chencheng Zhu, Tomoki Taniguchi, Tomoko Ohkuma, Kazutaka Shimada |
| 2025 | A Survey of LoRA Algorithm Variations for Language Models. | Mengyao Zhu, Phuc Huu Nguyen |
| 2025 | OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language Model. | Sumeth Yuenyong, Kobkrit Viriyayudhakorn, Apivadee Piyatumrong, Jillaphat Jaroenkantasima |