Title
Can LLMs Learn New Concepts Incrementally without Forgetting? Junhao Zheng Shengjie Qiu Qianli Ma CLL 90 0 0 13 Feb 2024
A Dense Reward View on Aligning Text-to-Image Diffusion with Preference Shentao Yang Tianqi Chen Mingyuan Zhou EGVM 126 30 0 13 Feb 2024
Fine-Tuning Text-To-Image Diffusion Models for Class-Wise Spurious Feature Generation AprilPyone Maungmaung H. Nguyen Hitoshi Kiya Isao Echizen 83 6 0 13 Feb 2024
LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents Jae-Woo Choi Youngwoo Yoon Hyobin Ong Jaehong Kim Minsu Jang 72 18 0 13 Feb 2024
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data Mateusz Lajszczak Guillermo Cámbara Yang Li Fatih Beyhan Arent van Korlaar ... Bartosz Putrycz Soledad López Gambino Kayeon Yoo Elena Sokolova Thomas Drugman LM&MA 113 88 0 12 Feb 2024
Efficient and Scalable Fine-Tune of Language Models for Genome Understanding Huixin Zhan Ying Nian Wu Zijun Zhang ALM 42 1 0 12 Feb 2024
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets Israel Abebe Azime A. Tonja Tadesse Destaw Belay Mitiku Yohannes Fuge A. Wassie Eyasu Shiferaw Jada Yonas Chanie W. Sewunetie Seid Muhie Yimam 42 3 0 12 Feb 2024
Refined Direct Preference Optimization with Synthetic Data for Behavioral Alignment of LLMs Víctor Gallego SyDa 55 7 0 12 Feb 2024
Mercury: A Code Efficiency Benchmark for Code Large Language Models Mingzhe Du Anh Tuan Luu Bin Ji Qian Liu See-Kiong Ng ALM ELM OffRL 96 13 0 12 Feb 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model Ahmet Üstün Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 100 231 0 12 Feb 2024
Empowering Federated Learning for Massive Models with NVIDIA FLARE Holger R. Roth Ziyue Xu Yuan-Ting Hsieh Adithya Renduchintala Isaac Yang ... Camir Ricketts Daguang Xu Chester Chen Yan Cheng Andrew Feng AI4CE 46 5 0 12 Feb 2024
Task-conditioned adaptation of visual features in multi-task policy learning Pierre Marza L. Matignon Olivier Simonin Christian Wolf 99 3 0 12 Feb 2024
G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Xiaoxin He Yijun Tian Yifei Sun Nitesh Chawla T. Laurent Yann LeCun Xavier Bresson Bryan Hooi RALM 197 96 0 12 Feb 2024
T-RAG: Lessons from the LLM Trenches M. Fatehkia J. Lucas Sanjay Chawla LLMAG 87 22 0 12 Feb 2024
VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization Dongsheng Zhu Xunzhu Tang Weidong Han Jinghui Lu Yukun Zhao Guoliang Xing Junfeng Wang D. Yin VLM MLLM 90 10 0 12 Feb 2024
Sophia-in-Audition: Virtual Production with a Robot Performer Taotao Zhou Teng Xu Dong Zhang Yuyang Jiao Peijun Xu Yaoyu He Lan Xu Jingyi Yu 79 1 0 10 Feb 2024
Synthesizing CTA Image Data for Type-B Aortic Dissection using Stable Diffusion Models Ayman Abaid Muhammad Ali Farooq N. Hynes Peter Corcoran Ihsan Ullah MedIm DiffM 21 2 0 10 Feb 2024
Instruct Once, Chat Consistently in Multiple Rounds: An Efficient Tuning Framework for Dialogue Jian Wang Chak Tou Leong Jiashuo Wang Dongding Lin Wenjie Li Xiao-Yong Wei 87 9 0 10 Feb 2024
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning Rui Ye Wenhao Wang Jingyi Chai Dihan Li Zexi Li Yinda Xu Yaxin Du Yanfeng Wang Siheng Chen ALM FedML AIFin 101 98 0 10 Feb 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Dong Zhang Zhehuai Chen Eng Siong Chng 91 21 0 10 Feb 2024
UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction Yansong Ning Hao Liu LLMAG 94 7 0 10 Feb 2024
Reasoning Grasping via Multimodal Large Language Model Shiyu Jin Jinxuan Xu Yutian Lei Liangjun Zhang LRM 106 21 0 09 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning Shivalika Singh Freddie Vargus Daniel D'souza Börje F. Karlsson Abinaya Mahendiran ... Max Bartolo Julia Kreutzer Ahmet Üstün Marzieh Fadaee Sara Hooker 231 127 0 09 Feb 2024
Calibrating Long-form Generations from Large Language Models Yukun Huang Yixin Liu Raghuveer Thirukovalluru Arman Cohan Bhuwan Dhingra 69 15 0 09 Feb 2024
Large Language Models for Captioning and Retrieving Remote Sensing Images João Daniel Silva João Magalhães D. Tuia Bruno Martins 89 29 0 09 Feb 2024
Explaining Veracity Predictions with Evidence Summarization: A Multi-Task Model Approach R. Çekinel Pinar Senkul AAML 108 3 0 09 Feb 2024
Human Aesthetic Preference-Based Large Text-to-Image Model Personalization: Kandinsky Generation as an Example Aven Le Zhou Yu-Ao Wang Wei Wu Kang Zhang 50 1 0 09 Feb 2024
CultureLLM: Incorporating Cultural Differences into Large Language Models Cheng-rong Li Mengzhou Chen Jindong Wang Sunayana Sitaram Xing Xie VLM 127 23 0 09 Feb 2024
ViGoR: Improving Visual Grounding of Large Vision Language Models with Fine-Grained Reward Modeling Siming Yan Min Bai Weifeng Chen Xiong Zhou Qixing Huang Erran L. Li VLM 50 20 0 09 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomas Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 248 426 0 09 Feb 2024
Randomness Is All You Need: Semantic Traversal of Problem-Solution Spaces with Large Language Models Thomas Sandholm Sayandev Mukherjee Bernardo A. Huberman 29 2 0 08 Feb 2024
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models Hainiu Xu Runcong Zhao Lixing Zhu Bin Liang Yulan He 158 25 0 08 Feb 2024
Collaborative Control for Geometry-Conditioned PBR Image Generation Shimon Vainer Mark Boss Mathias Parger Konstantin Kutsy Dante De Nigris Ciara Rowles Nicolas Perony Simon Donné DiffM 65 13 0 08 Feb 2024
Efficient Stagewise Pretraining via Progressive Subnetworks Abhishek Panigrahi Nikunj Saunshi Kaifeng Lyu Sobhan Miryoosefi Sashank J. Reddi Satyen Kale Sanjiv Kumar 65 6 0 08 Feb 2024
FACT-GPT: Fact-Checking Augmentation via Claim Matching with LLMs Eun Cheol Choi Emilio Ferrara HILM 101 27 0 08 Feb 2024
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation Xianghe Pang Shuo Tang Rui Ye Yuxin Xiong Bolun Zhang Yanfeng Wang Siheng Chen 194 36 0 08 Feb 2024
Question Aware Vision Transformer for Multimodal Reasoning Roy Ganz Yair Kittenplon Aviad Aberdam Elad Ben Avraham Oren Nuriel Shai Mazor Ron Litman 108 23 0 08 Feb 2024
Everybody Prune Now: Structured Pruning of LLMs with only Forward Passes Lucio Dery Steven Kolawole Jean-Francois Kagey Virginia Smith Graham Neubig Ameet Talwalkar 112 36 0 08 Feb 2024
Scaling Up LLM Reviews for Google Ads Content Moderation Wei Qiao Tushar Dogra Otilia Stretcu Yu-Han Lyu Tiantian Fang ... Chih-Chun Chia Ariel Fuxman Fangzhou Wang Ranjay Krishna Mehmet Tek 75 13 0 07 Feb 2024
SALAD-Bench: A Hierarchical and Comprehensive Safety Benchmark for Large Language Models Lijun Li Bowen Dong Ruohui Wang Xuhao Hu Wangmeng Zuo Dahua Lin Yu Qiao Jing Shao ELM 129 106 0 07 Feb 2024
Asymptotics of feature learning in two-layer networks after one gradient-step Hugo Cui Luca Pesce Yatin Dandi Florent Krzakala Yue M. Lu Lenka Zdeborová Bruno Loureiro MLT 135 19 0 07 Feb 2024
ConvLoRA and AdaBN based Domain Adaptation via Self-Training Sidra Aleem J. Dietlmeier Eric Arazo Suzanne Little 57 10 0 07 Feb 2024
L4Q: Parameter Efficient Quantization-Aware Fine-Tuning on Large Language Models Hyesung Jeon Yulhwa Kim Jae-Joon Kim MQ 62 5 0 07 Feb 2024
RA-Rec: An Efficient ID Representation Alignment Framework for LLM-based Recommendation Xiaohan Yu Li Zhang Xin Zhao Yue Wang Zhongrui Ma 76 11 0 07 Feb 2024
Dual-View Visual Contextualization for Web Navigation Jihyung Kil Chan Hee Song Boyuan Zheng Xiang Deng Yu-Chuan Su Wei-Lun Chao EgoV 54 15 0 06 Feb 2024
Learning to Extract Structured Entities Using Language Models Haolun Wu Ye Yuan Liana Mikaelyan Alexander Meulemans Xue Liu James Hensman Bhaskar Mitra 100 4 0 06 Feb 2024
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text Nate Gruver Anuroop Sriram Andrea Madotto A. Wilson C. L. Zitnick Zachary W. Ulissi 69 67 0 06 Feb 2024
The Hedgehog & the Porcupine: Expressive Linear Attentions with Softmax Mimicry Michael Zhang Kush S. Bhatia Hermann Kumbong Christopher Ré 80 54 0 06 Feb 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text Dor Bernsohn Gil Semo Yaron Vazana Gila Hayat Ben Hagag Joel Niklaus Rohit Saha Kyryl Truskovskyi AILaw 68 18 0 06 Feb 2024
Training Language Models to Generate Text with Citations via Fine-grained Rewards Chengyu Huang Zeqiu Wu Yushi Hu Wenya Wang HILM LRM 138 30 0 06 Feb 2024