Papers
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors
Rao Ma, Tongzhou Chen, Kartik Audhkhasi et al.
LlmFixer: Fix the Helpfulness of Defensive Large Language Models
Zelong Yu, Xiaoming Zhang, Litian Zhang et al.
Universal Acoustic Adversarial Attacks for Flexible Control of Speech-LLMs
Rao Ma, Mengjie Qian, Vyas Raina et al.
GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs
Ali Al Lawati, Jason S Lucas, Zhiwei Zhang et al.
SENTRA: Selected-Next-Token Transformer for LLM Text Detection
Mitchell Plyler, Yilun Zhang, Alexander Tuzhilin et al.
Automate Strategy Finding with LLM in Quant Investment
Zhizhuo Kou, Holam Yu, Junyu Luo et al.
Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning
Xuyang Wu, Jinming Nian, Ting-Ruen Wei et al.
CARVQ: Corrective Adaptor with Group Residual Vector Quantization for LLM Embedding Compression
Dayin Gou, Sanghyun Byun, Nilesh Malpeddi et al.
ClusterUCB: Efficient Gradient-Based Data Selection for Targeted Fine-Tuning of LLMs
Zige Wang, Qi Zhu, Fei Mi et al.
TrapDoc: Deceiving LLM Users by Injecting Imperceptible Phantom Tokens into Documents
Hyundong Jin, Sicheol Sung, Shinwoo Park et al.
AraReasoner: Evaluating Reasoning-Based LLMs for Arabic NLP
Ahmed Abul Hasanaath, Aisha Alansari, Ahmed Ashraf et al.
Do BERT-Like Bidirectional Models Still Perform Better on Text Classification in the Era of LLMs?
Junyan Zhang, Yiming Huang, Shuliang Liu et al.
Divide, Optimize, Merge: Scalable Fine-Grained Generative Optimization for LLM Agents
Jiale Liu, Yifan Zeng, Shaokun Zhang et al.
The Progress Illusion: Revisiting meta-evaluation standards of LLM evaluators
Tianruo Rose Xu, Vedant Gaur, Liu Leqi et al.
From KMMLU-Redux to Pro: A Professional Korean Benchmark Suite for LLM Evaluation
Seokhee Hong, Sunkyoung Kim, Guijin Son et al.
Beyond Fixed-Length Calibration for Post-Training Compression of LLMs
Jaehoon Oh, Dokwan Oh
Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation
Guangzeng Han, Weisi Liu, Xiaolei Huang
GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition
Yang Chen, Shuwan Yang, Yan Xiang et al.
Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis
Jianing Lin, Yuanfang Guo, Shunning Liu et al.
From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM
Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi et al.
LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring
Jinhee Jang, Ayoung Moon, Minkyoung Jung et al.
Inclusive Leadership in the Age of AI: A Dataset and Comparative Study of LLMs vs. Real-Life Leaders in Workplace Action Planning
Vindhya Singh, Sabine Schulte im Walde, Ksenia Keplinger
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
Nianqi Li, Zujie Liang, Siyu Yuan et al.
Assessing LLM Reasoning Steps via Principal Knowledge Grounding
Hyeon Hwang, Yewon Cho, Chanwoong Yoon et al.
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests
Filippo Momentè, Alessandro Suglia, Mario Giulianelli et al.