Papers
Training Text-to-Molecule Models with Context-Aware Tokenization
Seojin Kim, Hyeontae Song, Jaehyun Nam et al.
CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation
Emilio Villa-Cueva, Sholpan Bolatzhanova, Diana Turmakhan et al.
Fast, Not Fancy: Rethinking G2P with Rich Data and Statistical Models
Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee
TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation
Armel Randy Zebaze, Benoît Sagot, Rachel Bawden
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation
Armel Randy Zebaze, Benoît Sagot, Rachel Bawden
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
Seoyeon Kim, Huiseo Kim, Chanjun Park et al.
Explaining novel senses using definition generation with open language models
Mariia Fedorova, Andrey Kutuzov, Francesco Periti et al.
Capturing Latent Modal Association For Multimodal Entity Alignment
Yongquan Ji, Jingwei Cheng, Fu Zhang et al.
ReTAG: Retrieval-Enhanced, Topic-Augmented Graph-Based Global Sensemaking
Boyoung Kim, Dosung Lee, Sumin An et al.
BRIT: Bidirectional Retrieval over Unified Image-Text Graph
Ainulla Khan, Moyuru Yamada, Srinidhi Akella
Local Normalization Distortion and the Thermodynamic Formalism of Decoding Strategies for Large Language Models
Tom Kempton, Stuart Burrell
DecoupledESC: Enhancing Emotional Support Generation via Strategy-Response Decoupled Preference Optimization
Chao Zhang, Xin Shi, Xueqiao Zhang et al.
I-GUARD: Interpretability-Guided Parameter Optimization for Adversarial Defense
Mamta, Oana Cocarascu
Presumed Cultural Identity: How Names Shape LLM Responses
Siddhesh Milind Pawar, Arnav Arora, Lucie-Aimée Kaffee et al.
Quantifying Compositionality of Classic and State-of-the-Art Embeddings
Zhijin Guo, Chenhao Xue, Zhaozhen Xu et al.
Temporal Consistency for LLM Reasoning Process Error Identification
Jiacheng Guo, Yue Wu, Jiahao Qiu et al.
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue
Sangyeop Kim, Yohan Lee, Sanghwa Kim et al.
Refined Assessment for Translation Evaluation: Rethinking Machine Translation Evaluation in the Era of Human-Level Systems
Dmitry Popov, Vladislav Negodin, Ekaterina Enikeeva et al.
Domain Pre-training Impact on Representations
Cesar Gonzalez-Gutierrez, Ariadna Quattoni
Misalignment Attack on Text-to-Image Models via Text Embedding Optimization and Inversion
Zhijie Du, Daizong Liu, Pan Zhou
From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse
Seunguk Yu, JungMin Yun, Jinhee Jang et al.
PolitiSky24: U.S. Political Bluesky Dataset with User Stance Labels
Peyman Rostami, Vahid Rahimzadeh, Ali Adibi et al.
FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction
Akriti Jain, Saransh Sharma, Koyel Mukherjee et al.