Title
Propose, Assess, Search: Harnessing LLMs for Goal-Oriented Planning in Instructional Videos Md. Mohaiminul Islam Tushar Nagarajan Huiyu Wang Fu-Jen Chu Kris Kitani Gedas Bertasius Xitong Yang 43 2 0 30 Sep 2024
Mitigating Backdoor Threats to Large Language Models: Advancement and Challenges Qin Liu Wenjie Mo Terry Tong Lyne Tchapmi Fei Wang Chaowei Xiao Muhao Chen AAML 43 4 0 30 Sep 2024
The Construction of Instruction-tuned LLMs for Finance without Instruction Data Using Continual Pretraining and Model Merging Masanori Hirano Kentaro Imajo MoMe 41 1 0 30 Sep 2024
Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science Aniket Pramanick Yufang Hou Saif M. Mohammad Iryna Gurevych 33 1 0 29 Sep 2024
A Critical Look at Meta-evaluating Summarisation Evaluation Metrics Xiang Dai Sarvnaz Karimi Biaoyan Fang 38 0 0 29 Sep 2024
Show and Guide: Instructional-Plan Grounded Vision and Language Model Diogo Glória-Silva David Semedo João Magalhães 26 0 0 27 Sep 2024
From Seconds to Hours: Reviewing MultiModal Large Language Models on Comprehensive Long Video Understanding Heqing Zou Tianze Luo Guiyang Xie Victor Zhang ... Guangcong Wang Juanyang Chen Zhuochen Wang Hansheng Zhang Huaijian Zhang VLM 48 6 0 27 Sep 2024
Cottention: Linear Transformers With Cosine Attention Gabriel Mongaras Trevor Dohm Eric C. Larson 26 0 0 27 Sep 2024
Harmonizing knowledge Transfer in Neural Network with Unified Distillation Yaomin Huang Zaomin Yan Yaxin Peng Faming Fang Guixu Zhang 34 0 0 27 Sep 2024
SciDFM: A Large Language Model with Mixture-of-Experts for Science Liangtai Sun Danyu Luo Da Ma Zihan Zhao Baocai Chen Zhennan Shen Su Zhu Lu Chen Xin Chen Kai Yu MoE 43 2 0 27 Sep 2024
Inferring Alt-text For UI Icons With Large Language Models During App Development Sabrina Haque Christoph Csallner VLM 38 0 0 26 Sep 2024
Learning to Love Edge Cases in Formative Math Assessment: Using the AMMORE Dataset and Chain-of-Thought Prompting to Improve Grading Accuracy Owen Henkel Hannah Horne-Robinson Maria Dyshel Nabil Ch Baptiste Moreau-Pernet Ralph Abood 37 0 0 26 Sep 2024
Inference-Time Language Model Alignment via Integrated Value Guidance Zhixuan Liu Zhanhui Zhou Yuanfu Wang Chao Yang Yu Qiao 35 7 0 26 Sep 2024
Modulated Intervention Preference Optimization (MIPO): Keep the Easy, Refine the Difficult Cheolhun Jang 33 0 0 26 Sep 2024
ChatCam: Empowering Camera Control through Conversational AI Xinhang Liu Yu-Wing Tai Chi-Keung Tang VGen 35 2 0 25 Sep 2024
The poison of dimensionality Lê-Nguyên Hoang 44 2 0 25 Sep 2024
Blox-Net: Generative Design-for-Robot-Assembly Using VLM Supervision, Physics Simulation, and a Robot with Reset Andrew Goldberg Kavish Kondap Tianshuang Qiu Zehan Ma Letian Fu Justin Kerr Huang Huang Kaiyuan Chen Kuan Fang Ken Goldberg 47 4 0 25 Sep 2024
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness Shixuan Ma Quan Wang 40 2 0 25 Sep 2024
The Role of Language Models in Modern Healthcare: A Comprehensive Review Amna Khalid Ayma Khalid Umar Khalid LM&MA 34 0 0 25 Sep 2024
EAGLE: Towards Efficient Arbitrary Referring Visual Prompts Comprehension for Multimodal Large Language Models Jiacheng Zhang Yang Jiao Shaoxiang Chen Jingjing Chen Yu-Gang Jiang 33 1 0 25 Sep 2024
Context-aware and Style-related Incremental Decoding framework for Discourse-Level Literary Translation Yuanchang Luo Jiaxin Guo Daimeng Wei Hengchao Shang Zongyao Li Zhanglin Wu Zhiqiang Rao Shaojun Li Jinlong Yang Hao Yang 33 2 0 25 Sep 2024
Medha: Efficiently Serving Multi-Million Context Length LLM Inference Requests Without Approximations A. Agrawal Haoran Qiu Junda Chen Íñigo Goiri Chaojie Zhang Rayyan Shahid Ramachandran Ramjee Alexey Tumanov Esha Choukse RALM LRM 34 1 0 25 Sep 2024
Bridging Speech and Text: Enhancing ASR with Pinyin-to-Character Pre-training in LLMs Yang Yuhang Peng Yizhou Eng Siong Chng Xionghu Zhong AuLLM AI4CE 39 0 0 24 Sep 2024
Time-MoE: Billion-Scale Time Series Foundation Models with Mixture of Experts Xiaoming Shi Shiyu Wang Yuqi Nie Dianqi Li Zhou Ye Qingsong Wen Ming Jin AI4TS 53 32 0 24 Sep 2024
Eagle: Efficient Training-Free Router for Multi-LLM Inference Zesen Zhao Shuowei Jin Z. Morley Mao 28 3 0 23 Sep 2024
VLMine: Long-Tail Data Mining with Vision Language Models Mao Ye Gregory P. Meyer Zaiwei Zhang Dennis Park Siva Karthik Mustikovela Yuning Chai Eric M. Wolff VLM 41 1 0 23 Sep 2024
VLM's Eye Examination: Instruct and Inspect Visual Competency of Vision Language Models Nam Hyeon-Woo Moon Ye-Bin Wonseok Choi Lee Hyun Tae-Hyun Oh CoGe 28 3 0 23 Sep 2024
InteLiPlan: An Interactive Lightweight LLM-Based Planner for Domestic Robot Autonomy Kim Tien Ly Kai Lu Ioannis Havoutis 35 2 0 22 Sep 2024
Interpreting Arithmetic Mechanism in Large Language Models through Comparative Neuron Analysis Zeping Yu Sophia Ananiadou LRM MILM 34 7 0 21 Sep 2024
GroupDebate: Enhancing the Efficiency of Multi-Agent Debate Using Group Discussion Tongxuan Liu Xingyu Wang Weizhe Huang Wenjiang Xu Yuting Zeng Lei Jiang Hailong Yang Jing Li LLMAG 46 8 0 21 Sep 2024
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators Prasoon Bajpai Niladri Chatterjee Subhabrata Dutta Tanmoy Chakraborty ELM 23 0 0 21 Sep 2024
MirrorStories: Reflecting Diversity through Personalized Narrative Generation with Large Language Models Sarfaroz Yunusov Hamza Sidat Ali Emami 76 0 0 20 Sep 2024
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning Shivam Shandilya Menglin Xia Supriyo Ghosh Huiqiang Jiang Jue Zhang Qianhui Wu Victor Rühle 35 4 0 19 Sep 2024
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights Mohamad Ballout U. Krumnack Gunther Heidemann Kai-Uwe Kühnberger 35 2 0 19 Sep 2024
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models Shengsheng Qian Zuyi Zhou Dizhan Xue Bing Wang Changsheng Xu LRM 44 1 0 19 Sep 2024
Small Language Models are Equation Reasoners Bumjun Kim Kunha Lee Juyeon Kim Sangam Lee ReLM LRM 32 3 0 19 Sep 2024
Mastering Chess with a Transformer Model Daniel Monroe The Leela Chess Zero Team 44 3 0 18 Sep 2024
The Factuality of Large Language Models in the Legal Domain Rajaa El Hamdani Thomas Bonald Fragkiskos D. Malliaros Nils Holzenberger Fabian M. Suchanek AILaw HILM 39 0 0 18 Sep 2024
CoCA: Regaining Safety-awareness of Multimodal Large Language Models with Constitutional Calibration Jiahui Gao Renjie Pi Tianyang Han Han Wu Lanqing Hong Lingpeng Kong Xin Jiang Zhenguo Li 41 5 0 17 Sep 2024
Evaluating the Impact of Compression Techniques on Task-Specific Performance of Large Language Models Bishwash Khanal Jeffery M. Capone 38 1 0 17 Sep 2024
Adaptive Large Language Models By Layerwise Attention Shortcuts Prateek Verma Mert Pilanci KELM OffRL 65 0 0 17 Sep 2024
Chain-of-Thought Prompting for Speech Translation Ke Hu Zhehuai Chen Chao-Han Huck Yang Piotr Żelasko Oleksii Hrinchuk Vitaly Lavrukhin Jagadeesh Balam Boris Ginsburg LRM 46 3 0 17 Sep 2024
Scalable Differential Privacy Mechanisms for Real-Time Machine Learning Applications Jessica Smith David Williams Emily Brown 36 0 0 16 Sep 2024
Householder Pseudo-Rotation: A Novel Approach to Activation Editing in LLMs with Direction-Magnitude Perspective Van-Cuong Pham Thien Huu Nguyen LLMSV 43 3 0 16 Sep 2024
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition Chao-Han Huck Yang Taejin Park Yuan Gong Yuanchao Li Zhehuai Chen ... Eng Siong Chng Peter Bell Catherine Lai Shinji Watanabe A. Stolcke AuLLM ELM 41 4 0 15 Sep 2024
AlpaPICO: Extraction of PICO Frames from Clinical Trial Documents Using LLMs Madhusudan Ghosh Shrimon Mukherjee Asmit Ganguly Partha Basuchowdhuri S. Naskar Debasis Ganguly 38 7 0 15 Sep 2024
Robust Training of Neural Networks at Arbitrary Precision and Sparsity Chengxi Ye Grace Chu Yanfeng Liu Yichi Zhang Lukasz Lew Andrew G. Howard MQ 34 2 0 14 Sep 2024
Source2Synth: Synthetic Data Generation and Curation Grounded in Real Data Sources A. Lupidi Carlos Gemmell Nicola Cancedda Jane Dwivedi-Yu Jason Weston Jakob Foerster Roberta Raileanu Maria Lomeli SyDa 39 6 0 12 Sep 2024
Stable Language Model Pre-training by Reducing Embedding Variability Woojin Chung Jiwoo Hong Na Min An James Thorne Se-Young Yun 38 2 0 12 Sep 2024
Securing Vision-Language Models with a Robust Encoder Against Jailbreak and Adversarial Attacks Md Zarif Hossain Ahmed Imteaj AAML VLM 50 3 0 11 Sep 2024