Papers
Keep Guessing? When Considering Inference Scaling, Mind the Baselines
Gal Yona, Or Honovich, Omer Levy et al.
Long-Tail Crisis in Nearest Neighbor Language Models
Yuto Nishida, Makoto Morishita, Hiroyuki Deguchi et al.
Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models
Hyeonseok Moon, Jaehyung Seo, Seungyoon Lee et al.
Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG
Kushagra Bhushan, Yatin Nandwani, Dinesh Khandelwal et al.
Ask Optimal Questions: Aligning Large Language Models with Retriever’s Preference in Conversation
Chanwoong Yoon, Gangwoo Kim, Byeongguk Jeon et al.
Tuning-Free Personalized Alignment via Trial-Error-Explain In-Context Learning
Hyundong Justin Cho, Karishma Sharma, Nicolaas Paul Jedema et al.
MAQA: Evaluating Uncertainty Quantification in LLMs Regarding Data Uncertainty
Yongjin Yang, Haneul Yoo, Hwaran Lee
MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time
Mozhi Zhang, Pengyu Wang, Chenkun Tan et al.
MTPChat: A Multimodal Time-Aware Persona Dataset for Conversational Agents
Wanqi Yang, Yanda Li, Meng Fang et al.
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs
SeongYeub Chu, Jong Woo Kim, Bryan Wong et al.
RankAdaptor: Hierarchical Rank Allocation for Efficient Fine-Tuning Pruned LLMs via Performance Model
Changhai Zhou, Shijie Han, Lining Yang et al.
TabComp: A Dataset for Visual Table Reading Comprehension
Somraj Gautam, Abhishek Bhandari, Gaurav Harit
On the Role of Key Phrases in Argument Mining
Nilmadhab Das, Vijaya V Saradhi, Ashish Anand
Infogent: An Agent-Based Framework for Web Information Aggregation
Revanth Gangi Reddy, Sagnik Mukherjee, Jeonghwan Kim et al.
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs
Sen Yang, Xin Li, Leyang Cui et al.
Data-centric NLP Backdoor Defense from the Lens of Memorization
Zhenting Wang, Zhizhi Wang, Mingyu Jin et al.
Preserving Zero-shot Capability in Supervised Fine-tuning for Multi-label Text Classification
Si-An Chen, Hsuan-Tien Lin, Chih-Jen Lin
LLMs are Biased Teachers: Evaluating LLM Bias in Personalized Education
Iain Weissburg, Sathvika Anand, Sharon Levy et al.
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content
Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Maram Hasanain et al.
MALoRA: Mixture of Asymmetric Low-Rank Adaptation for Enhanced Multi-Task Learning
Xujia Wang, Haiyan Zhao, Shuo Wang et al.
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device
Juntae Lee, Jihwan Bang, Kyuhong Shim et al.
Language-based Valence and Arousal Expressions between the United States and China: a Cross-Cultural Examination
Young Min Cho, Dandan Pang, Stuti Thapa et al.
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence
Qianren Mao, Weifeng Jiang, Junnan Liu et al.
DOLFIN - Document-Level Financial Test-Set for Machine Translation
Mariam Nakhle, Marco Dinarelli, Raheel Qader et al.