Papers
Reversed Attention: On The Gradient Descent Of Attention Layers In GPT
Shahar Katz, Lior Wolf
GloCOM: A Short Text Neural Topic Model via Global Clustering Context
Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen et al.
Unmasking Implicit Bias: Evaluating Persona-Prompted LLM Responses in Power-Disparate Social Scenarios
Bryan Chen Zhengyu Tan, Roy Ka-Wei Lee
LLM-Human Pipeline for Cultural Grounding of Conversations
Rajkumar Pujari, Dan Goldwasser
MoCE: Adaptive Mixture of Contextualization Experts for Byte-based Neural Machine Translation
Langlin Huang, Mengyu Bu, Yang Feng
Babysit A Language Model From Scratch: Interactive Language Learning by Trials and Demonstrations
Ziqiao Ma, Zekun Wang, Joyce Chai
Decoding Hate: Exploring Language Models’ Reactions to Hate Speech
Paloma Piot, Javier Parapar
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
Siyu Yuan, Kaitao Song, Jiangjie Chen et al.
SeqAR: Jailbreak LLMs with Sequential Auto-Generated Characters
Yan Yang, Zeguan Xiao, Xin Lu et al.
LLM-Based Explicit Models of Opponents for Multi-Agent Games
XiaoPeng Yu, Wanpeng Zhang, Zongqing Lu
CFinBench: A Comprehensive Chinese Financial Benchmark for Large Language Models
Ying Nie, Binwei Yan, Tianyu Guo et al.
Hybrid Graphs for Table-and-Text based Question Answering using LLMs
Ankush Agarwal, Chaitanya Devaguptapu, Ganesh S
Learning to Summarize from LLM-generated Feedback
Hwanjun Song, Taewon Yun, Yuho Lee et al.
Familiarity: Better Evaluation of Zero-Shot Named Entity Recognition by Quantifying Label Shifts in Synthetic Training Data
Jonas Golde, Patrick Haller, Max Ploner et al.
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
Ruihan Yang, Jiangjie Chen, Yikai Zhang et al.
Does Liking Yellow Imply Driving a School Bus? Semantic Leakage in Language Models
Hila Gonen, Terra Blevins, Alisa Liu et al.
Fine-grained Fallacy Detection with Human Label Variation
Alan Ramponi, Agnese Daffara, Sara Tonelli
Parameter-free and Accessible Prompt Learning to Enhance Adversarial Robustness for Pre-trained Vision-Language Models
Xingran Zhou, Kun Yang, Changtao Miao et al.
Conformalized Answer Set Prediction for Knowledge Graph Embedding
Yuqicheng Zhu, Nico Potyka, Jiarong Pan et al.
FlexiGPT: Pruning and Extending Large Language Models with Low-Rank Weight Sharing
James Seale Smith, Chi-Heng Lin, Shikhar Tuli et al.
Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward
Ruohong Zhang, Liangke Gui, Zhiqing Sun et al.
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs
Nitay Calderon, Roi Reichart
Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation
Liwen Sun, James Jialun Zhao, Wenjing Han et al.
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness
Yoo Yeon Sung, Maharshi Gor, Eve Fleisig et al.
UFO: A UI-Focused Agent for Windows OS Interaction
Chaoyun Zhang, Liqun Li, Shilin He et al.