Papers
Not All Adapters Matter: Selective Adapter Freezing for Memory-Efficient Fine-Tuning of Language Models
Hyegang Son, Yonglak Son, Changhoon Kim et al.
Soft Syntactic Reinforcement for Neural Event Extraction
Anran Hao, Jian Su, Shuo Sun et al.
Cross-Lingual and Cross-Cultural Variation in Image Descriptions
Uri Berger, Edoardo Ponti
ScreenQA: Large-Scale Question-Answer Pairs Over Mobile App Screenshots
Yu-Chung Hsiao, Fedir Zubach, Gilles Baechler et al.
MASTER: A Multi-Agent System with LLM Specialized MCTS
Bingzheng Gan, Yufan Zhao, Tianyi Zhang et al.
S2-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency
Yuting Zeng, Weizhe Huang, Lei Jiang et al.
Pay More Attention to Images: Numerous Images-Oriented Multimodal Summarization
Min Xiao, Junnan Zhu, Feifei Zhai et al.
MAPWise: Evaluating Vision-Language Models for Advanced Map Queries
Srija Mukhopadhyay, Abhishek Rajgaria, Prerana Khatiwada et al.
Regularized Best-of-N Sampling with Minimum Bayes Risk Objective for Language Model Alignment
Yuu Jinnai, Tetsuro Morimura, Kaito Ariu et al.
EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models
Yunsheng Ni, Chuanjian Liu, Yehui Tang et al.
Audio Is the Achilles’ Heel: Red Teaming Audio Large Multimodal Models
Hao Yang, Lizhen Qu, Ehsan Shareghi et al.
Measuring memorization in language models via probabilistic extraction
Jamie Hayes, Marika Swanberg, Harsh Chaudhari et al.
A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model
Shengxiang Gao, Fang Nan, Yongbing Zhang et al.
DenseSSM: State Space Models with Dense Hidden Connection for Efficient Large Language Models
Wei He, Kai Han, Yehui Tang et al.
Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models
Lovish Madaan, David Esiobu, Pontus Stenetorp et al.
CultureInstruct: Curating Multi-Cultural Instructions at Scale
Viet Thanh Pham, Zhuang Li, Lizhen Qu et al.
ManaTTS Persian: a recipe for creating TTS datasets for lower resource languages
Mahta Fetrat Qharabagh, Zahra Dehghanian, Hamid R. Rabiee
SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation
Saurabh Kumar Pandey, Sachin Vashistha, Debrup Das et al.
Matina: A Large-Scale 73B Token Persian Text Corpus
Sara Bourbour Hosseinbeigi, Fatemeh Taherinezhad, Heshaam Faili et al.
IMRRF: Integrating Multi-Source Retrieval and Redundancy Filtering for LLM-based Fake News Detection
Dayang Li, Fanxiao Li, Bingbing Song et al.
B4: A Black-Box Scrubbing Attack on LLM Watermarks
Baizhou Huang, Xiao Pu, Xiaojun Wan
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
Jiayi Wu, Hengyi Cai, Lingyong Yan et al.
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models
Fei Yuan, Chang Ma, Shuai Yuan et al.
CRScore: Grounding Automated Evaluation of Code Review Comments in Code Claims and Smells
Atharva Naik, Marcus Alenius, Daniel Fried et al.
Is a Peeled Apple Still Red? Evaluating LLMs’ Ability for Conceptual Combination with Property Type
Seokwon Song, Taehyun Lee, Jaewoo Ahn et al.