Title
GradSafe: Detecting Jailbreak Prompts for LLMs via Safety-Critical Gradient Analysis Yueqi Xie Minghong Fang Renjie Pi Neil Zhenqiang Gong 57 25 0 21 Feb 2024
Healthcare Copilot: Eliciting the Power of General LLMs for Medical Consultation Zhiyao Ren Yibing Zhan Baosheng Yu Liang Ding Dacheng Tao LM&MA 36 13 0 20 Feb 2024
Transformer tricks: Precomputing the first layer Nils Graef MoE 32 4 0 20 Feb 2024
ChatEL: Entity Linking with Chatbots Yifan Ding Qingkai Zeng Tim Weninger KELM 40 5 0 20 Feb 2024
Smaug: Fixing Failure Modes of Preference Optimisation with DPO-Positive Arka Pal Deep Karkhanis Samuel Dooley Manley Roberts Siddartha Naidu Colin White OSLM 46 129 0 20 Feb 2024
RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian Adrian Cosma Ioan-Bogdan Iordache Paolo Rosso OffRL 41 2 0 20 Feb 2024
Chain of Thought Empowers Transformers to Solve Inherently Serial Problems Zhiyuan Li Hong Liu Denny Zhou Tengyu Ma LRM AI4CE 30 101 0 20 Feb 2024
Instruction-tuned Language Models are Better Knowledge Learners Zhengbao Jiang Zhiqing Sun Weijia Shi Pedro Rodriguez Chunting Zhou Graham Neubig Xi Lin Wen-tau Yih Srinivasan Iyer KELM 46 34 0 20 Feb 2024
Chain-of-Specificity: An Iteratively Refining Method for Eliciting Knowledge from Large Language Models Kaiwen Wei Jingyuan Zhang Hongzhi Zhang Fuzheng Zhang Di Zhang Li Jin Yue Yu 33 0 0 20 Feb 2024
SoftQE: Learned Representations of Queries Expanded by LLMs Varad Pimpalkhute John Heyer Xusen Yin Sameer Gupta RALM 34 1 0 20 Feb 2024
Generative AI Security: Challenges and Countermeasures Banghua Zhu Norman Mu Jiantao Jiao David Wagner AAML SILM 66 8 0 20 Feb 2024
The Revolution of Multimodal Large Language Models: A Survey Davide Caffagni Federico Cocchi Luca Barsellotti Nicholas Moratelli Sara Sarto Lorenzo Baraldi Lorenzo Baraldi Marcella Cornia Rita Cucchiara LRM VLM 66 43 0 19 Feb 2024
Sequoia: Scalable, Robust, and Hardware-aware Speculative Decoding Zhuoming Chen Avner May Ruslan Svirschevski Yuhsun Huang Max Ryabinin Zhihao Jia Beidi Chen 53 41 0 19 Feb 2024
A synthetic data approach for domain generalization of NLI models Mohammad Javad Hosseini Andrey Petrov Alex Fabrikant Annie Louis SyDa 40 8 0 19 Feb 2024
Pushing Auto-regressive Models for 3D Shape Generation at Capacity and Scalability Xue-Qing Qian Yu Wang Simian Luo Yinda Zhang Ying Tai ... Xiangyang Xue Bo Zhao Tiejun Huang Yunsheng Wu Yanwei Fu 38 6 0 19 Feb 2024
Mafin: Enhancing Black-Box Embeddings with Model Augmented Fine-Tuning Mingtian Zhang Shawn Lan Peter Hayes David Barber 46 2 0 19 Feb 2024
Purifying Large Language Models by Ensembling a Small Language Model Tianlin Li Qian Liu Tianyu Pang Chao Du Qing Guo Yang Liu Min Lin 58 16 0 19 Feb 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations Milan Bhan Jean-Noel Vittaut Nicolas Chesneau Marie-Jeanne Lesot ReLM LRM 51 4 0 19 Feb 2024
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models Tianjie Ju Yijin Chen Xinwei Yuan ZhuoSheng Zhang Wei Du Yubin Zheng Gongshen Liu KELM 35 8 0 19 Feb 2024
Revisiting Knowledge Distillation for Autoregressive Language Models Qihuang Zhong Liang Ding Li Shen Juhua Liu Bo Du Dacheng Tao KELM 49 19 0 19 Feb 2024
ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao LM&MA 44 22 0 19 Feb 2024
The Colorful Future of LLMs: Evaluating and Improving LLMs as Emotional Supporters for Queer Youth Shir Lissak Nitay Calderon Geva Shenkman Yaakov Ophir Eyal Fruchter A. Klomek Roi Reichart AI4MH 46 11 0 19 Feb 2024
InMD-X: Large Language Models for Internal Medicine Doctors Hansle Gwon Imjin Ahn Hyoje Jung Byeolhee Kim Young-Hak Kim Tae Joon Jun LM&MA 44 1 0 19 Feb 2024
NOTE: Notable generation Of patient Text summaries through Efficient approach based on direct preference optimization Imjin Ahn Hansle Gwon Young-Hak Kim Tae Joon Jun Sanghyun Park 48 3 0 19 Feb 2024
Modularized Networks for Few-shot Hateful Meme Detection Rui Cao Roy Ka-wei Lee Jing Jiang 35 4 0 19 Feb 2024
SInViG: A Self-Evolving Interactive Visual Agent for Human-Robot Interaction Jie Xu Hanbo Zhang Xinghang Li Huaping Liu Xuguang Lan Tao Kong LM&Ro 43 3 0 19 Feb 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations M. Sultan Jatin Ganhotra Ramón Fernández Astudillo LRM 32 3 0 19 Feb 2024
A Transition System Abstraction Framework for Neural Network Dynamical System Models Yejiang Yang Zihao Mo Hoang-Dung Tran Weiming Xiang 30 0 0 18 Feb 2024
Utilizing BERT for Information Retrieval: Survey, Applications, Resources, and Challenges Jiajia Wang Jimmy X. Huang Xinhui Tu Junmei Wang Angela J. Huang Md Tahmid Rahman Laskar Amran Bhuiyan 44 28 0 18 Feb 2024
Solving Data-centric Tasks using Large Language Models Shraddha Barke Christian Poelitz Carina Negreanu Ben Zorn J. Cambronero ... Nadia Polikarpova Advait Sarkar Brian Slininger N. Toronto Jack Williams 41 1 0 18 Feb 2024
Shaping Human-AI Collaboration: Varied Scaffolding Levels in Co-writing with Language Models Paramveer S. Dhillon Somayeh Molaei Jiaqi Li Maximilian Golub Shaochun Zheng Lionel P. Robert LLMAG 59 43 0 18 Feb 2024
On the Roles of LLMs in Planning: Embedding LLMs into Planning Graphs H. Zhuo Xin Chen Rong Pan 47 2 0 18 Feb 2024
Efficient Multimodal Learning from Data-centric Perspective Muyang He Yexin Liu Boya Wu Jianhao Yuan Yueze Wang Tiejun Huang Bo Zhao MLLM 43 85 0 18 Feb 2024
In-Context Example Ordering Guided by Label Distributions Zhichao Xu Daniel Cohen Bei Wang Vivek Srikumar 44 7 0 18 Feb 2024
Language Models Don't Learn the Physical Manifestation of Language Bruce W. Lee Jaehyuk Lim LRM 45 3 0 17 Feb 2024
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models Wendi Cui Jiaxin Zhang Zhuohang Li Hao Sun Damien Lopez Kamalika Das Bradley Malin Kumar Sricharan 32 7 0 17 Feb 2024
CoLLaVO: Crayon Large Language and Vision mOdel Byung-Kwan Lee Beomchan Park Chae Won Kim Yonghyun Ro VLM MLLM 51 16 0 17 Feb 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection Xiangyu Zhang Hexin Liu Kaishuai Xu Qiquan Zhang Daijiao Liu Beena Ahmed Julien Epps 31 8 0 17 Feb 2024
Speculative Streaming: Fast LLM Inference without Auxiliary Models Nikhil Bhendawade Irina Belousova Qichen Fu Henry Mason Mohammad Rastegari Mahyar Najibi LRM 36 29 0 16 Feb 2024
Can Separators Improve Chain-of-Thought Prompting? Yoonjeong Park Hyunjin Kim Chanyeol Choi Junseong Kim Jy-yong Sohn LRM ReLM 26 2 0 16 Feb 2024
Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements Ming Li Jiuhai Chen Lichang Chen Dinesh Manocha 76 18 0 16 Feb 2024
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling Zekun Li Zhiyu Zoey Chen Mike Ross Patrick Huber Seungwhan Moon Zhaojiang Lin Xin Luna Dong Adithya Sagar Xifeng Yan Paul A. Crook 46 22 0 16 Feb 2024
Understanding In-Context Learning with a Pelican Soup Framework Ting-Rui Chiang Dani Yogatama 29 3 0 16 Feb 2024
Can we Soft Prompt LLMs for Graph Learning Tasks? Zheyuan Liu Xiaoxin He Yijun Tian Nitesh Chawla 58 22 0 15 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 33 2 0 15 Feb 2024
Generative AI and Process Systems Engineering: The Next Frontier Benjamin Decardi-Nelson Abdulelah S. Alshehri Akshay Ajagekar Fengqi You AI4CE LLMAG 37 24 0 15 Feb 2024
Quantized Embedding Vectors for Controllable Diffusion Language Models Cheng Kang Xinye Chen Yong Hu Daniel Novak 31 0 0 15 Feb 2024
Towards Safer Large Language Models through Machine Unlearning Zheyuan Liu Guangyao Dou Zhaoxuan Tan Yijun Tian Meng Jiang KELM MU 43 73 0 15 Feb 2024
SwissNYF: Tool Grounded LLM Agents for Black Box Setting Somnath Sendhil Kumar Dhruv Jain Eshaan Agarwal Raunak Pandey LLMAG 40 0 0 15 Feb 2024
RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models Saeed Khaki JinJin Li Lan Ma Liu Yang Prathap Ramachandra 31 19 0 15 Feb 2024