Title
LLMs are Good Action Recognizers Haoxuan Qu Yujun Cai Jun Liu 38 16 0 31 Mar 2024
Comparing Bad Apples to Good Oranges: Aligning Large Language Models via Joint Preference Optimization Hritik Bansal Ashima Suvarna Gantavya Bhatt Nanyun Peng Kai-Wei Chang Aditya Grover ALM 64 9 0 31 Mar 2024
PROMPT-SAW: Leveraging Relation-Aware Graphs for Textual Prompt Compression Muhammad Asif Ali Zhengping Li Shu Yang Keyuan Cheng Yang Cao Tianhao Huang Lijie Hu Lu Yu Di Wang VLM RALM 40 9 0 30 Mar 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 Aryo Pradipta Gema Giwon Hong Pasquale Minervini Luke Daines Beatrice Alex 30 4 0 30 Mar 2024
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning Eli Schwartz Leshem Choshen J. Shtok Sivan Doveh Leonid Karlinsky Assaf Arbelle 28 13 0 30 Mar 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning Tenghao Huang Dongwon Jung Muhao Chen KELM 28 7 0 30 Mar 2024
Communication Efficient Distributed Training with Distributed Lion Bo Liu Lemeng Wu Lizhang Chen Kaizhao Liang Jiaxu Zhu Chen Liang Raghuraman Krishnamoorthi Qiang Liu 32 6 0 30 Mar 2024
UniMEEC: Towards Unified Multimodal Emotion Recognition and Emotion Cause Guimin Hu Zhihong Zhu Daniel Hershcovich Hasti Seifi Jiayuan Xie 27 7 0 30 Mar 2024
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks Hyunjae Kim Hyeon Hwang Jiwoo Lee Sihyeon Park Dain Kim Taewhoo Lee Chanwoong Yoon Jiwoong Sohn Donghee Choi Jaewoo Kang ELM AI4MH LRM 61 18 0 30 Mar 2024
Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation Zhenhua Liu Tong Zhu Jianxiang Xiang Wenliang Chen 38 2 0 30 Mar 2024
ST-LLM: Large Language Models Are Effective Temporal Learners Ruyang Liu Chen Li Haoran Tang Yixiao Ge Ying Shan Ge Li 43 70 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 35 50 0 30 Mar 2024
ProLLM: Protein Chain-of-Thoughts Enhanced LLM for Protein-Protein Interaction Prediction Mingyu Jin Haochen Xue Zhenting Wang Boming Kang Ruosong Ye Kaixiong Zhou Jundong Li Yongfeng Zhang LLMAG 38 11 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 33 1 0 30 Mar 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 37 1 0 30 Mar 2024
DeFT: Decoding with Flash Tree-attention for Efficient Tree-structured LLM Inference Jinwei Yao Kaiqi Chen Kexun Zhang Jiaxuan You Binhang Yuan Zeke Wang Tao Lin 38 2 0 30 Mar 2024
Towards a Framework for Evaluating Explanations in Automated Fact Verification Neema Kotonya Francesca Toni 32 5 0 29 Mar 2024
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning Ahmed A. Agiza Marina Neseem Sherief Reda MoE 48 12 0 29 Mar 2024
Measuring Taiwanese Mandarin Language Understanding Po-Heng Chen Sijia Cheng Wei-Lin Chen Yen-Ting Lin Yun-Nung Chen ELM 52 2 0 29 Mar 2024
FreeSeg-Diff: Training-Free Open-Vocabulary Segmentation with Diffusion Models Barbara Toniella Corradini Mustafa Shukor Paul Couairon Guillaume Couairon Franco Scarselli Matthieu Cord DiffM VLM 45 4 0 29 Mar 2024
Transformer-Lite: High-efficiency Deployment of Large Language Models on Mobile Phone GPUs Luchang Li Sheng Qian Jie Lu Lunxi Yuan Rui Wang Qin Xie 47 9 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 41 1 0 29 Mar 2024
MANGO: A Benchmark for Evaluating Mapping and Navigation Abilities of Large Language Models Peng Ding Jiading Fang Peng Li Kangrui Wang Xiaochen Zhou Mo Yu Jing Li Matthew R. Walter Hongyuan Mei RALM ELM 48 6 0 29 Mar 2024
Towards a Robust Retrieval-Based Summarization System Shengjie Liu Jing Wu Jingyuan Bao Wenyi Wang N. Hovakimyan Christopher G. Healey RALM 33 9 0 29 Mar 2024
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection Ali Behrouz Michele Santacatterina Ramin Zabih 50 31 0 29 Mar 2024
Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving Akshay Gopalkrishnan Ross Greer Mohan M. Trivedi VLM 46 22 0 28 Mar 2024
AlloyBERT: Alloy Property Prediction with Large Language Models Akshat Chaudhari Chakradhar Guntuboina Hongshuo Huang A. Farimani 37 4 0 28 Mar 2024
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation Zhongliang Zhou Jielu Zhang Zihan Guan Mengxuan Hu Ni Lao Lan Mu Sheng Li Gengchen Mai VLM 49 12 0 28 Mar 2024
A Review of Multi-Modal Large Language and Vision Models Kilian Carolan Laura Fennelly Alan F. Smeaton VLM 22 22 0 28 Mar 2024
Mixed Preference Optimization: Reinforcement Learning with Data Selection and Better Reference Model Qi Gou Cam-Tu Nguyen 35 8 0 28 Mar 2024
BP4ER: Bootstrap Prompting for Explicit Reasoning in Medical Dialogue Generation Yuhong He Yongqi Zhang Shizhu He Jun Wan LRM 44 1 0 28 Mar 2024
Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models Jiaxing Chen Yuxuan Liu Dehu Li Xiang An Weimo Deng Ziyong Feng Yongle Zhao Yin Xie LRM 46 14 0 28 Mar 2024
Fine-Tuning Language Models with Reward Learning on Policy Hao Lang Fei Huang Yongbin Li ALM 37 5 0 28 Mar 2024
Knowledge Boundary and Persona Dynamic Shape A Better Social Media Agent Junkai Zhou Liang Pang Ya Jing Jia Gu Huawei Shen Xueqi Cheng 36 1 0 28 Mar 2024
Disentangling Length from Quality in Direct Preference Optimization Ryan Park Rafael Rafailov Stefano Ermon Chelsea Finn ALM 53 106 0 28 Mar 2024
SCALE: Constructing Structured Natural Language Comment Trees for Software Vulnerability Detection Xinjie Wen Cuiyun Gao Shuzheng Gao Yang Xiao Michael R. Lyu 35 5 0 28 Mar 2024
RH20T-P: A Primitive-Level Robotic Dataset Towards Composable Generalization Agents Zeren Chen Zhelun Shi Xiaoya Lu Lehan He Sucheng Qian ... Zhen-fei Yin Jing Shao Jing Shao Cewu Lu Cewu Lu 38 5 0 28 Mar 2024
LITA: Language Instructed Temporal-Localization Assistant De-An Huang Shijia Liao Subhashree Radhakrishnan Hongxu Yin Pavlo Molchanov Zhiding Yu Jan Kautz VLM 45 49 0 27 Mar 2024
IDGenRec: LLM-RecSys Alignment with Textual ID Learning Juntao Tan Shuyuan Xu Wenyue Hua Yingqiang Ge Zelong Li Yongfeng Zhang 51 23 0 27 Mar 2024
ReflectSumm: A Benchmark for Course Reflection Summarization Yang Zhong Mohamed S. Elaraby Diane Litman A. Butt Muhsin Menekse 31 1 0 27 Mar 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller Yanyu Li Xian Liu Anil Kag Ju Hu Yerlan Idelbayev Dhritiman Sagar Yanzhi Wang Sergey Tulyakov Jian Ren 45 15 0 27 Mar 2024
ObjectDrop: Bootstrapping Counterfactuals for Photorealistic Object Removal and Insertion Daniel Winter Matan Cohen Shlomi Fruchter Yael Pritch Alex Rav-Acha Yedid Hoshen DiffM 48 27 0 27 Mar 2024
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models Yanwei Li Yuechen Zhang Chengyao Wang Zhisheng Zhong Yixin Chen Ruihang Chu Shaoteng Liu Jiaya Jia VLM MLLM MoE 42 213 0 27 Mar 2024
ImageNet-D: Benchmarking Neural Network Robustness on Diffusion Synthetic Object Chenshuang Zhang Fei Pan Junmo Kim In So Kweon Chengzhi Mao 57 9 1 27 Mar 2024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding Xintong Wang Jingheng Pan Liang Ding Christian Biemann MLLM 40 52 0 27 Mar 2024
Non-Linear Inference Time Intervention: Improving LLM Truthfulness Jakub Hoscilowicz Adam Wiacek Jan Chojnacki Adam Cieślak Leszek Michon Vitalii Urbanevych Artur Janicki KELM 30 2 0 27 Mar 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users Yejin Kim Scott Rome Kevin Foley Mayur Nankani Rimon Melamed Javier Morales Abhay Yadav Maria Peifer Sardar Hamidian H. H. Huang 53 0 0 27 Mar 2024
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding Run Shao Zhaoyang Zhang Chao Tao Yunsheng Zhang Chengli Peng Haifeng Li VLM 40 5 0 27 Mar 2024
An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM Wonkyun Kim Changin Choi Wonseok Lee Wonjong Rhee VLM 47 51 0 27 Mar 2024
Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval Shengjie Ma Chong Chen Qi Chu Jiaxin Mao AILaw ELM 42 9 0 27 Mar 2024