Papers
Efficient Compositional Multi-tasking for On-device Large Language Models
Ondrej Bohdal, Mete Ozay, Jijoong Moon et al.
Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
Ziyang Wang, Jaehong Yoon, Shoubin Yu et al.
IntentionFrame: A Semi-Structured, Multi-Aspect Framework for Fine-Grained Conversational Intention Understanding
Jinggui Liang, Dung Vo, Lizi Liao
Multilingual Language Model Pretraining using Machine-translated Data
Jiayi Wang, Yao Lu, Maurice Weber et al.
Emergent morpho-phonological representations in self-supervised speech models
Jon Gauthier, Canaan Breiss, Matthew K Leonard et al.
Adapting Bias Evaluation to Domain Contexts using Generative Models
Tamara Quiroga, Felipe Bravo-Marquez, Valentin Barriere
Aspect-Oriented Summarization for Psychiatric Short-Term Readmission Prediction
WonJin Yoon, Boyu Ren, Spencer Thomas et al.
Do RAG Systems Really Suffer From Positional Bias?
Florin Cuconasu, Simone Filice, Guy Horowitz et al.
Pre-trained Models Perform the Best When Token Distributions Follow Zipf’s Law
Yanjin He, Qingkai Zeng, Meng Jiang
RACCooN: Versatile Instructional Video Editing with Auto-Generated Narratives
Jaehong Yoon, Shoubin Yu, Mohit Bansal
Pun Unintended: LLMs and the Illusion of Humor Understanding
Alessandro Zangari, Matteo Marcuzzo, Andrea Albarelli et al.
Synth-SBDH: A Synthetic Dataset of Social and Behavioral Determinants of Health for Clinical Text
Avijit Mitra, Zhichao Yang, Emily Druhl et al.
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering
Costas Mavromatis, Soji Adeshina, Vassilis N. Ioannidis et al.
Social Bias in Multilingual Language Models: A Survey
Lance Calvin Lim Gamboa, Yue Feng, Mark G. Lee
GLIMPSE: Do Large Vision-Language Models Truly Think With Videos or Just Glimpse at Them?
Yiyang Zhou, Linjie Li, Shi Qiu et al.
Charting the Landscape of African NLP: Mapping Progress and Shaping the Road Ahead
Jesujoba Oluwadara Alabi, Michael A. Hedderich, David Ifeoluwa Adelani et al.
AFRIDOC-MT: Document-level MT Corpus for African Languages
Jesujoba Oluwadara Alabi, Israel Abebe Azime, Miaoran Zhang et al.
MessIRve: A Large-Scale Spanish Information Retrieval Dataset
Francisco Valentini, Viviana Cotik, Damián Furman et al.
Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables
Matteo Marcuzzo, Alessandro Zangari, Andrea Albarelli et al.
Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks
Sotaro Takeshita, Yurina Takeshita, Daniel Ruffinelli et al.
Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective
Da Li, Keping Bi, Jiafeng Guo et al.
Scaling Low-Resource MT via Synthetic Data Generation with LLMs
Ona de Gibert, Joseph Attieh, Teemu Vahtola et al.
Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
Yuemei Xu, Kexin Xu, Jian Zhou et al.
Leveraging Loanword Constraints for Improving Machine Translation in a Low-Resource Multilingual Context
Felermino D. M. A. Ali, Henrique Lopes Cardoso, Rui Sousa-Silva
Attacking Misinformation Detection Using Adversarial Examples Generated by Language Models
Piotr Przybyła, Euan McGill, Horacio Saggion