Title
Do's and Don'ts: Learning Desirable Skills with Instruction Videos Hyunseung Kim ByungKun Lee Hojoon Lee Dongyoon Hwang Donghu Kim Jaegul Choo 37 1 0 01 Jun 2024
Can't make an Omelette without Breaking some Eggs: Plausible Action Anticipation using Large Video-Language Models Himangi Mittal Nakul Agarwal Shao-Yuan Lo Kwonjoon Lee 30 13 0 30 May 2024
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding Kuo Liao Shuang Li Meng Zhao Liqun Liu Mengge Xue Zhenyu Hu Honglin Han Chengguo Yin 33 1 0 30 May 2024
Beyond Imitation: Learning Key Reasoning Steps from Dual Chain-of-Thoughts in Reasoning Distillation Chengwei Dai Kun Li Wei Zhou Song Hu LRM 36 5 0 30 May 2024
Dr-LLaVA: Visual Instruction Tuning with Symbolic Clinical Grounding Shenghuan Sun Gregory M. Goldgof Alexander Schubert Zhiqing Sun Thomas Hartvigsen A. Butte Ahmed Alaa LM&MA 27 4 0 29 May 2024
X-VILA: Cross-Modality Alignment for Large Language Model Hanrong Ye De-An Huang Yao Lu Zhiding Yu Wei Ping ... Jan Kautz Song Han Dan Xu Pavlo Molchanov Hongxu Yin MLLM VLM 40 29 0 29 May 2024
Kotlin ML Pack: Technical Report Sergey Titov Mikhail Evtikhiev Anton Shapkin Oleg Smirnov Sergei Boytsov ... Dariia Karaeva Maksim Sheptyakov Mikhail Arkhipov T. Bryksin Egor Bogomolov 27 0 0 29 May 2024
MetaToken: Detecting Hallucination in Image Descriptions by Meta Classification Laura Fieback Jakob Spiegelberg Hanno Gottschalk MLLM 57 5 0 29 May 2024
Nearest Neighbor Speculative Decoding for LLM Generation and Attribution Minghan Li Xilun Chen Ari Holtzman Beidi Chen Jimmy Lin Wen-tau Yih Xi Victoria Lin RALM BDL 108 10 0 29 May 2024
ReflectionCoder: Learning from Reflection Sequence for Enhanced One-off Code Generation Houxing Ren Mingjie Zhan Zhongyuan Wu Aojun Zhou Junting Pan Hongsheng Li SyDa 27 7 0 27 May 2024
CacheBlend: Fast Large Language Model Serving for RAG with Cached Knowledge Fusion Jiayi Yao Hanchen Li Yuhan Liu Siddhant Ray Yihua Cheng Qizheng Zhang Kuntai Du Shan Lu Junchen Jiang 42 14 0 26 May 2024
Towards Completeness-Oriented Tool Retrieval for Large Language Models Changle Qu Sunhao Dai Xiaochi Wei Hengyi Cai Shuaiqiang Wang Dawei Yin Jun Xu Jirong Wen KELM 22 7 0 25 May 2024
Scaling Laws for Discriminative Classification in Large Language Models Dean Wyatte Fatemeh Tahmasbi Ming Li Thomas Markovich 28 2 0 24 May 2024
Prompt-Aware Adapter: Towards Learning Adaptive Visual Tokens for Multimodal Large Language Models Yue Zhang Hehe Fan Yi Yang 43 3 0 24 May 2024
Learning Beyond Pattern Matching? Assaying Mathematical Understanding in LLMs Siyuan Guo Aniket Didolkar Nan Rosemary Ke Anirudh Goyal Ferenc Huszár Bernhard Schölkopf 37 3 0 24 May 2024
V-Zen: Efficient GUI Understanding and Precise Grounding With A Novel Multimodal LLM Abdur Rahman Rajat Chawla Muskaan Kumar Arkajit Datta Adarsh Jha NS Mukunda Ishaan Bhola 40 2 0 24 May 2024
Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement Xiyao Wang Jiuhai Chen Zhaoyang Wang Yuhang Zhou Yiyang Zhou ... Tianyi Zhou Tom Goldstein Parminder Bhatia Furong Huang Cao Xiao 58 33 0 24 May 2024
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration Yang Zhang Shixin Yang Chenjia Bai Fei Wu Xiu Li Zhen Wang Xuelong Li LLMAG 31 25 0 23 May 2024
A Survey on Vision-Language-Action Models for Embodied AI Yueen Ma Zixing Song Yuzheng Zhuang Jianye Hao Irwin King LM&Ro 67 41 0 23 May 2024
A social path to human-like artificial intelligence Edgar A. Duénez-Guzmán Suzanne Sadedin Jane X. Wang Kevin R. McKee Joel Z. Leibo GNN 18 28 0 22 May 2024
Learning Manipulation Skills through Robot Chain-of-Thought with Sparse Failure Guidance Kaifeng Zhang Zhao-Heng Yin Weirui Ye Yang Gao 57 3 0 22 May 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models Zhangyue Yin Qiushi Sun Qipeng Guo Zhiyuan Zeng Xiaonan Li ... Qinyuan Cheng Ding Wang Xiaofeng Mou Xipeng Qiu XuanJing Huang LRM 41 3 0 21 May 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Yinghui Li Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 38 44 0 21 May 2024
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data Xinyi Wang Grazziela Figueredo Ruizhe Li W. Zhang Weitong Chen Xin Chen MedIm ViT 41 2 0 21 May 2024
CPS-LLM: Large Language Model based Safe Usage Plan Generator for Human-in-the-Loop Human-in-the-Plant Cyber-Physical System Ayan Banerjee Aranyak Maity Payal Kamboj Sandeep K. S. Gupta 16 4 0 19 May 2024
Lean Attention: Hardware-Aware Scalable Attention Mechanism for the Decode-Phase of Transformers Rya Sanovar Srikant Bharadwaj Renée St. Amant Victor Rühle Saravan Rajmohan 49 6 0 17 May 2024
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks Xuanfan Ni Piji Li ELM LRM 26 8 0 16 May 2024
Chameleon: Mixed-Modal Early-Fusion Foundation Models Chameleon Team MLLM 55 253 0 16 May 2024
Contextual Emotion Recognition using Large Vision Language Models Yasaman Etesam Özge Nilay Yalçin Chuxuan Zhang Angelica Lim VLM 69 3 0 14 May 2024
SpeechVerse: A Large-scale Generalizable Audio Language Model Nilaksh Das Saket Dingliwal S. Ronanki Rohit Paturi David Huang ... Monica Sunkara S. Srinivasan Kyu J. Han Katrin Kirchhoff Katrin Kirchhoff 39 37 0 14 May 2024
OpenLLM-Ro -- Technical Report on Open-source Romanian LLMs Mihai Masala Denis C. Ilie-Ablachim D. Corlatescu Miruna Zavelca Marius Leordeanu Horia Velicu Marius Popescu Mihai Dascalu Traian Rebedea 33 2 0 13 May 2024
MUD: Towards a Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling Sidong Feng Suyu Ma Han Wang David Kong Chunyang Chen 32 9 0 11 May 2024
The Ghanaian NLP Landscape: A First Look Sheriff Issaka Zhaoyi Zhang Mihir Heda Keyi Wang Yinka Ajibola Ryan DeMar Xuefeng Du 31 1 0 10 May 2024
CANAL -- Cyber Activity News Alerting Language Model: Empirical Approach vs. Expensive LLM Urjitkumar Patel Fang-Chun Yeh Chinmay Gondhalekar 19 3 0 10 May 2024
A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models Wenqi Fan Yujuan Ding Liang-bo Ning Shijie Wang Hengyun Li Dawei Yin Tat-Seng Chua Qing Li RALM 3DV 38 178 0 10 May 2024
Hypothesis Testing Prompting Improves Deductive Reasoning in Large Language Models Yitian Li Jidong Tian Hao He Yaohui Jin LRM ReLM 27 0 0 09 May 2024
Large Language Models for Cyber Security: A Systematic Literature Review HanXiang Xu Shenao Wang Ningke Li K. Wang Yanjie Zhao Kai Chen Ting Yu Yang Janet Liu H. Wang 29 23 0 08 May 2024
HAFFormer: A Hierarchical Attention-Free Framework for Alzheimer's Disease Detection From Spontaneous Speech Zhongren Dong Zixing Zhang Weixiang Xu Jing Han Jianjun Ou Björn W. Schuller 35 1 0 07 May 2024
To Each (Textual Sequence) Its Own: Improving Memorized-Data Unlearning in Large Language Models George-Octavian Barbulescu Peter Triantafillou MU 29 16 0 06 May 2024
Language Evolution for Evading Social Media Regulation via LLM-based Multi-agent Simulation Jinyu Cai Jialong Li Mingyue Zhang Munan Li Chen-Shu Wang Kenji Tei LLMAG 38 6 0 05 May 2024
On the test-time zero-shot generalization of vision-language models: Do we really need prompt learning? Maxime Zanella Ismail Ben Ayed VLM MLLM 35 22 0 03 May 2024
What Drives Performance in Multilingual Language Models? Sina Bagheri Nezhad Ameeta Agrawal LRM 35 9 0 29 Apr 2024
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions Jordan Meadows Tamsin James André Freitas ReLM LRM AI4CE 31 1 0 29 Apr 2024
Hallucination of Multimodal Large Language Models: A Survey Zechen Bai Pichao Wang Tianjun Xiao Tong He Zongbo Han Zheng Zhang Mike Zheng Shou VLM LRM 80 139 0 29 Apr 2024
ir_explain: a Python Library of Explainable IR Methods S. Harsh Agarwal Venktesh V Avishek Anand Swastik Mohanty Debapriyo Majumdar Mandar Mitra XAI 60 1 0 29 Apr 2024
Temporal Scaling Law for Large Language Models Yizhe Xiong Xiansheng Chen Xin Ye Hui Chen Zijia Lin ... Zhenpeng Su Jianwei Niu Jianwei Niu J. Han Guiguang Ding 36 9 0 27 Apr 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 93 9 0 26 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 67 45 0 23 Apr 2024
Insights into Alignment: Evaluating DPO and its Variants Across Multiple Tasks Amir Saeidi Shivanshu Verma Chitta Baral Chitta Baral ALM 30 22 0 23 Apr 2024
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation Chao Jin Zili Zhang Xuanlin Jiang Fangyue Liu Xin Liu Xuanzhe Liu Xin Jin 32 36 0 18 Apr 2024