Papers
Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data
Zicheng Zhou, Min Huang, Qinghai Miao
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
Hao Wang, Hao Li, Junda Zhu et al.
Targeted Distillation for Sentiment Analysis
Yice Zhang, Guangyu Xie, Jingjie Lin et al.
Lemmatization of Polish Multi-word Expressions
Magdalena Król, Aleksander Smywiński-Pohl, Zbigniew Kaleta et al.
Multimodal Neural Machine Translation: A Survey of the State of the Art
Yi Feng, Chuanyi Li, Jiatong He et al.
Unsupervised Hallucination Detection by Inspecting Reasoning Processes
Ponhvoan Srey, Xiaobao Wu, Anh Tuan Luu
Comprehensive and Efficient Distillation for Lightweight Sentiment Analysis Models
Guangyu Xie, Yice Zhang, Jianzhu Bao et al.
Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs
Yizhou Ying, Geng Zhang, Cui Danxin et al.
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering
Lorena Calvo-Bartolomé, Valérie Aldana, Karla Cantarero et al.
RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering
Yiming Zhang, Siyue Zhang, Junbo Zhao et al.
GRIT: Guided Relational Integration for Efficient Multi-Table Understanding
Yujin Kang, Park Seong Woo, Yoon-Sik Cho
The Ranking Blind Spot: Decision Hijacking in LLM-based Text Ranking
Yaoyao Qian, Yifan Zeng, Yuchao Jiang et al.
HMoE: Heterogeneous Mixture of Experts for Language Modeling
An Wang, Xingwu Sun, Ruobing Xie et al.
Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs
Jun Bai, Minghao Tong, Yang Liu et al.
Joint Modeling of Entities and Discourse Relations for Coherence Assessment
Wei Liu, Michael Strube
GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction
Xuelin Li, Xiangqi Jin, Linfeng Zhang
VistaWise: Building Cost-Effective Agent with Cross-Modal Knowledge Graph for Minecraft
Honghao Fu, Junlong Ren, Qi Chai et al.
ArgCMV: An Argument Summarization Benchmark for the LLM-era
Omkar Gurjar, Agam Goyal, Eshwar Chandrasekharan
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
Hwiyeong Lee, Uiji Hwang, Hyelim Lim et al.
Mitigating Catastrophic Forgetting in Large Language Models with Forgetting-aware Pruning
Wei Huang, Anda Cheng, Yinggui Wang
Dynamic Model-Bank Test-Time Adaptation for Automatic Speech Recognition
Yanshuo Wang, Yanghao Zhou, Yukang Lin et al.
StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization
Xuhui Zheng, Kang An, Ziliang Wang et al.
RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction
Yuchi Wang, Yishuo Cai, Shuhuai Ren et al.