Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learningby Mrinal Rawat, Hithesh Sankararaman,…
What’s New in My Data? Novelty Exploration via Contrastive Generationby Masaru Isonuma, Ivan TitovFirst submitted…
QuAILoRA: Quantization-Aware Initialization for LoRAby Neal Lawton, Aishwarya Padmakumar, Judith Gaspers, Jack FitzGerald, Anoop Kumar,…
SGLP: A Similarity Guided Fast Layer Partition Pruning for Compressing Large Deep Modelsby Yuqi Li,…
Understanding the difficulty of low-precision post-training quantization of large language modelsby Zifei Xu, Sayeh Sharify,…
Fine-Tuning Pre-trained Language Models for Robust Causal Representation Learningby Jialin Yu, Yuxiang Zhou, Yulan He,…
Trojan Prompt Attacks on Graph Neural Networksby Minhua Lin, Zhiwei Zhang, Enyan Dai, Zongyu Wu,…
LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptationby Xuan Zhang, Fengzhuo…
Unlocking Legal Knowledge: A Multilingual Dataset for Judicial Summarization in Switzerlandby Luca Rolshoven, Vishvaksenan Rasiah,…
MoR: Mixture of Ranks for Low-Rank Adaptation Tuningby Chuanyu Tang, Yilong Chen, Zhenyu Zhang, Junyuan…