Papers
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification
Tuc Nguyen, Yifan Hu, Thai Le
RETAIL: Towards Real-world Travel Planning for Large Language Models
Bin Deng, Yizhe Feng, Zeming Liu et al.
MIRROR: Multimodal Cognitive Reframing Therapy for Rolling with Resistance
Subin Kim, Hoonrae Kim, Jihyun Lee et al.
Evaluating Taxonomy Free Character Role Labeling (TF-CRL) in News Stories using Large Language Models
David G Hobson, Derek Ruths, Andrew Piper
Power doesn’t reside in size: A Low Parameter Hybrid Language Model (HLM) for Sentiment Analysis in Code-mixed data
Pavan Sai Balaga, Nagasamudram Karthik, Challa Vishwanath et al.
Efficient Beam Search for Large Language Models Using Trie-Based Decoding
Brian J Chan, Mao-xun Huang, Jui-Hung Cheng et al.
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation
Tao Fan, Guoqiang Ma, Yuanfeng Song et al.
STARE at the Structure: Steering ICL Exemplar Selection with Structural Alignment
Jiaqian Li, Qisheng Hu, Jing Li et al.
Logits-Based Finetuning
Jingyao Li, Senqiao Yang, Sitong Wu et al.
SSA: Semantic Contamination of LLM-Driven Fake News Detection
Cheng Xu, Nan Yan, Shuhao Guan et al.
The discordance between embedded ethics and cultural inference in large language models
Aida Ramezani, Yang Xu
Calibration Across Layers: Understanding Calibration Evolution in LLMs
Abhinav Joshi, Areeb Ahmad, Ashutosh Modi
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification
Yiwen Jiang, Deval Mehta, Siyuan Yan et al.
How Sememic Components Can Benefit Link Prediction for Lexico-Semantic Knowledge Graphs?
Hansi Wang, Yue Wang, Qiliang Liang et al.
ESGenius: Benchmarking LLMs on Environmental, Social, and Governance (ESG) and Sustainability Knowledge
Chaoyue He, Xin Zhou, Yi Wu et al.
IL-PCSR: Legal Corpus for Prior Case and Statute Retrieval
Shounak Paul, Dhananjay Ghumare, Pawan Goyal et al.
Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation
Shuyun Yang, Yan Zhang, Zhengmao Ye et al.
Multi-Domain Explainability of Preferences
Nitay Calderon, Liat Ein-Dor, Roi Reichart
FIRE: Flexible Integration of Data Quality Ratings for Effective Pretraining
Xu Liangyu, Xuemiao Zhang, Feiyu Duan et al.
SPIRIT: Patching Speech Language Models against Jailbreak Attacks
Amirbek Djanibekov, Nurdaulet Mukhituly, Kentaro Inui et al.
Think and Recall: Layer-Level Prompting for Lifelong Model Editing
Jinke Wang, Zenan Ying, Qi Liu et al.
SciNLP: A Domain-Specific Benchmark for Full-Text Scientific Entity and Relation Extraction in NLP
Decheng Duan, Jitong Peng, Yingyi Zhang et al.
VRoPE: Rotary Position Embedding for Video Large Language Models
Zikang Liu, Longteng Guo, Yepeng Tang et al.
HydraRAG: Structured Cross-Source Enhanced Large Language Model Reasoning
Xingyu Tan, Xiaoyang Wang, Qing Liu et al.