Papers
Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment
Saketh Reddy Vemula, Sandipan Dandapat, Dipti Sharma et al.
Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs
Kosei Buma, Takehito Utsuro, Masaaki Nagata
Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models
Tomoki Doi, Masaru Isonuma, Hitomi Yanaka
Enriching the Low-Resource Neural Machine Translation with Large Language Model
Sachin Giri, Takashi Ninomiya, Isao Goto
Thesis Proposal: A NeuroSymbolic Approach to Control Task-Oriented Dialog Systems
Anuja Tayal, Barbara Di Eugenio
AI Through the Human Lens: Investigating Cognitive Theories in Machine Psychology
Akash Kundu, Rishika Goswami
Adaptive Coopetition: Leveraging Coarse Verifier Signals for Resilient Multi-Agent LLM Reasoning
Wendy Yaqiao Liu, Rui Jerry Huang, Anastasia Miin et al.
BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering
Ryuhei Miyazato, Ting-Ruen Wei, Xuyang Wu et al.
Turn-by-Turn Behavior Monitoring in LM-Guided Psychotherapy
Anish Chedalla, Samina Ali, Jiuming (Jimmy) Chen et al.
Testing Simulation Theory in LLMs’ Theory of Mind
Koshiro Aoki, Daisuke Kawahara
NumPert: Numerical Perturbations to Probe Language Models for Veracity Prediction
Peter Røysland Aarnes, Vinay Setty
LRMGS: A Language-Robust Metric for Evaluating Question Answering in Very Low-Resource Indic Languages
Anuj Kumar, Satyadev Ahlawat, Yamuna Prasad et al.
Do We Need Large VLMs for Spotting Soccer Actions?
Ritabrata Chakraborty, Rajatsubhra Chakraborty, Avijit Dasgupta et al.
On Multilingual Encoder Language Model Compression for Low-Resource Languages
Daniil Gurgurov, Michal Gregor, Josef Van Genabith et al.
Stacked LoRA: Isolated Low-Rank Adaptation for Lifelong Knowledge Management
Heramb Vivek Patil, Vaishnavee Sanam, Minakshi Pradeep Atre
Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks
Darpan Aswal, Manjira Sinha
Learning Dynamics of Meta-Learning in Small Model Pretraining
David Demitri Africa, Yuval Weiss, Paula Buttery et al.
Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding
Koki Natsumi, Hiroyuki Deguchi, Yusuke Sakai et al.
Improving LLM’s Attachment to External Knowledge In Dialogue Generation Tasks Through Entity Anonymization
Hadi Sheikhi, Chenyang Huang, Osmar Zaiane
Modeling Contextual Passage Utility for Multihop Question Answering
Akriti Jain, Aparna Garimella
Can Language Models Handle a Non-Gregorian Calendar? The Case of the Japanese wareki
Mutsumi Sasaki, Go Kamoda, Ryosuke Takahashi et al.
Compositional Phoneme Approximation for L1-Grounded L2 Pronunciation Training
Jisang Park, Minu Kim, DaYoung Hong et al.