Title
GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling Hritik Bansal Po-Nien Kung P. Brantingham Weisheng Wang Miao Zheng VLM 82 1 0 07 Apr 2024
Shortcut-connected Expert Parallelism for Accelerating Mixture-of-Experts Weilin Cai Juyong Jiang Le Qin Junwei Cui Sunghun Kim Jiayi Huang 187 10 0 07 Apr 2024
Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models Songtao Jiang Yan Zhang Chenyi Zhou Yeying Jin Yang Feng Jian Wu Zuozhu Liu LRM VLM 102 6 0 06 Apr 2024
JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups Simindokht Jahangard Zhixi Cai Shiki Wen Hamid Rezatofighi 63 6 0 06 Apr 2024
Deciphering Political Entity Sentiment in News with Large Language Models: Zero-Shot and Few-Shot Strategies Alapan Kuila Sudeshna Sarkar 62 8 0 05 Apr 2024
Dynamic Prompt Optimizing for Text-to-Image Generation Wenyi Mo Tianyu Zhang Yalong Bai Fuchun Sun Ji-Rong Wen Qing Yang 86 13 0 05 Apr 2024
Can only LLMs do Reasoning?: Potential of Small Language Models in Task Planning Gawon Choi Hyemin Ahn LM&Ro LRM 59 1 0 05 Apr 2024
A Bi-consolidating Model for Joint Relational Triple Extraction Xiaocheng Luo Yanping Chen Ruixue Tang Caiwei Yang Ruizhang Huang Yongbin Qin 97 0 0 05 Apr 2024
BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model Chenwei Xu Yu-Chao Huang Jerry Yao-Chieh Hu Weijian Li Ammar Gilani H. Goan Han Liu 85 21 0 04 Apr 2024
Intent Detection and Entity Extraction from BioMedical Literature Ankan Mullick Mukur Gupta Pawan Goyal MedIm 80 2 0 04 Apr 2024
Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity Jacob Varley Sumeet Singh Deepali Jain Krzysztof Choromanski Andy Zeng Somnath Basu Roy Chowdhury Kumar Avinava Dubey Vikas Sindhwani LM&Ro 76 15 0 04 Apr 2024
Personalized LLM Response Generation with Parameterized Memory Injection Kai Zhang Lizhi Qing Yangyang Kang 122 11 0 04 Apr 2024
Learning to Plan and Generate Text with Citations Constanza Fierro Reinald Kim Amplayo Fantine Huot Nicola De Cao Joshua Maynez Shashi Narayan Mirella Lapata 82 19 0 04 Apr 2024
How Easily do Irrelevant Inputs Skew the Responses of Large Language Models? Siye Wu Jian Xie Jiangjie Chen Tinghui Zhu Kai Zhang Yanghua Xiao KELM 101 23 0 04 Apr 2024
Towards Pareto Optimal Throughput in Small Language Model Serving Pol G. Recasens Yue Zhu Chen Wang Eun Kyung Lee Olivier Tardieu Alaa Youssef Jordi Torres Josep Ll. Berral 80 5 0 04 Apr 2024
PRobELM: Plausibility Ranking Evaluation for Language Models Moy Yuan Chenxi Whitehouse Eric Chamoun Rami Aly Andreas Vlachos 189 5 0 04 Apr 2024
DELTA: Decomposed Efficient Long-Term Robot Task Planning using Large Language Models Yuchen Liu Luigi Palmieri Sebastian Koch Ilche Georgievski Marco Aiello LM&Ro 152 20 0 04 Apr 2024
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Keyu Tian Yi Jiang Zehuan Yuan Bingyue Peng Liwei Wang VGen 145 349 0 03 Apr 2024
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline Yifan Xu Xiao Liu Xinghan Liu Zhenyu Hou Yueyan Li ... Aohan Zeng Zhengxiao Du Wenyi Zhao Jie Tang Yuxiao Dong LRM 106 42 0 03 Apr 2024
Unblind Text Inputs: Predicting Hint-text of Text Input in Mobile Apps via LLM Zhe Liu Chunyang Chen Junjie Wang Mengzhuo Chen Boyu Wu Yuekai Huang Jun Hu Qing Wang 62 14 0 03 Apr 2024
On the Importance of Uncertainty in Decision-Making with Large Language Models Nicolò Felicioni Lucas Maystre Sina Ghiassian K. Ciosek LLMAG 107 2 0 03 Apr 2024
Measuring Social Norms of Large Language Models Ye Yuan Kexin Tang Jianhao Shen Ming Zhang Chenguang Wang ELM 64 8 0 03 Apr 2024
Generative-Contrastive Heterogeneous Graph Neural Network Yu Wang Lei Sang Yi Zhang Yiwen Zhang Xiaojun Wu 104 0 0 03 Apr 2024
Emergent Abilities in Reduced-Scale Generative Language Models Sherin Muckatira Vijeta Deshpande Vladislav Lialin Anna Rumshisky ReLM ELM LRM 71 5 0 02 Apr 2024
Deconstructing In-Context Learning: Understanding Prompts via Corruption Namrata Shivagunde Vladislav Lialin Sherin Muckatira Anna Rumshisky 101 3 0 02 Apr 2024
Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts Zhuo Chen Xinyu Wang Yong Jiang Pengjun Xie Fei Huang Kewei Tu RALM 93 3 0 02 Apr 2024
METAL: Towards Multilingual Meta-Evaluation Rishav Hada Varun Gumma Mohamed Ahmed Kalika Bali Sunayana Sitaram ELM 82 3 0 02 Apr 2024
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems Frank Palma Gomez Ramon Sanabria Yun-hsuan Sung Daniel Cer Siddharth Dalmia Gustavo Hernández Ábrego VLM 108 4 0 02 Apr 2024
Automated User Story Generation with Test Case Specification Using Large Language Model Tajmilur Rahman Yuecai Zhu 67 9 0 02 Apr 2024
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs Zheng Zhang Fan Yang Ziyan Jiang Zheng Chen Zhengyang Zhao Chengyuan Ma Liang Zhao Yang Liu 67 6 0 01 Apr 2024
Towards Safety and Helpfulness Balanced Responses via Controllable Large Language Models Yi-Lin Tuan Xilun Chen Eric Michael Smith Louis Martin Soumya Batra Asli Celikyilmaz William Yang Wang Daniel M. Bikel 96 11 0 01 Apr 2024
Dialogue with Robots: Proposals for Broadening Participation and Research in the SLIVAR Community Casey Kennington Malihe Alikhani Heather Pon-Barry Katherine Atwell Yonatan Bisk ... Jivko Sinapov Angela Stewart Matthew Stone Stefanie Tellex Tom Williams 106 0 0 01 Apr 2024
Source-Aware Training Enables Knowledge Attribution in Language Models Muhammad Khalifa David Wadden Emma Strubell Honglak Lee Lu Wang Iz Beltagy Hao Peng HILM 144 14 0 01 Apr 2024
ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback Zhenyu Hou Yiin Niu Zhengxiao Du Xiaohan Zhang Xiao Liu ... Qinkai Zheng Minlie Huang Hongning Wang Jie Tang Yuxiao Dong ALM 112 19 0 01 Apr 2024
A Survey on Multilingual Large Language Models: Corpora, Alignment, and Bias Yuemei Xu Ling Hu Jiayi Zhao Zihan Qiu Yuqi Ye Hanwen Gu LRM 102 44 0 01 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 126 32 0 01 Apr 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 135 42 0 31 Mar 2024
The Larger the Better? Improved LLM Code-Generation via Budget Reallocation Michael Hassid Tal Remez Jonas Gehring Roy Schwartz Yossi Adi 109 29 0 31 Mar 2024
Extensive Self-Contrast Enables Feedback-Free Language Model Alignment Xiao Liu Xixuan Song Yuxiao Dong Jie Tang SyDa 64 5 0 31 Mar 2024
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning Eli Schwartz Leshem Choshen J. Shtok Sivan Doveh Leonid Karlinsky Assaf Arbelle 109 16 0 30 Mar 2024
Survey on Large Language Model-Enhanced Reinforcement Learning: Concept, Taxonomy, and Methods Yuji Cao Huan Zhao Yuheng Cheng Ting Shu Guolong Liu Gaoqi Liang Junhua Zhao Yun Li LLMAG KELM OffRL LM&Ro 137 71 0 30 Mar 2024
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation Yuan Wang Rui Sun Naisong Luo Yuwen Pan Tianzhu Zhang VLM 81 10 0 30 Mar 2024
A Survey of using Large Language Models for Generating Infrastructure as Code Kalahasti Ganesh Srivatsa Sabyasachi Mukhopadhyay Ganesh Katrapati Manish Shrivastava 50 3 0 30 Mar 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 82 1 0 30 Mar 2024
Causal Inference for Human-Language Model Collaboration Bohan Zhang Yixin Wang Paramveer S. Dhillon 69 2 0 30 Mar 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER Monica Munnangi Sergey Feldman Byron C. Wallace Silvio Amir Tom Hope Aakanksha Naik 97 14 0 29 Mar 2024
Are We on the Right Way for Evaluating Large Vision-Language Models? Lin Chen Jinsong Li Xiao-wen Dong Pan Zhang Yuhang Zang ... Haodong Duan Jiaqi Wang Yu Qiao Dahua Lin Feng Zhao VLM 152 303 0 29 Mar 2024
Latxa: An Open Language Model and Evaluation Suite for Basque Julen Etxaniz Oscar Sainz Naiara Pérez Itziar Aldabe German Rigau Eneko Agirre Aitor Ormazabal Mikel Artetxe A. Soroa ELM 72 32 0 29 Mar 2024
PURPLE: Making a Large Language Model a Better SQL Writer Tonghui Ren Yuankai Fan Zhenying He Ren Huang Jiaqi Dai Can Huang Yinan Jing Kai Zhang Yifan Yang Xiaoyang Sean Wang 109 27 0 29 Mar 2024
Are LLMs Effective Backbones for Fine-tuning? An Experimental Investigation of Supervised LLMs on Chinese Short Text Matching Shulin Liu Chengcheng Xu Hao Liu T. Yu Tao Yang 89 1 0 29 Mar 2024