Title
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation Kibum Kim Kanghoon Yoon Jaeyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 39 15 0 16 Oct 2023
Generative Calibration for In-context Learning Zhongtao Jiang Yuanzhe Zhang Cao Liu Jun Zhao Kang Liu 178 18 0 16 Oct 2023
Repetition In Repetition Out: Towards Understanding Neural Text Degeneration from the Data Perspective Huayang Li Tian Lan Z. Fu Deng Cai Lemao Liu Nigel Collier Taro Watanabe Yixuan Su 46 15 0 16 Oct 2023
AdaLomo: Low-memory Optimization with Adaptive Learning Rate Kai Lv Hang Yan Qipeng Guo Haijun Lv Xipeng Qiu ODL 32 21 0 16 Oct 2023
Let's reward step by step: Step-Level reward model as the Navigators for Reasoning Qianli Ma Haotian Zhou Tingkai Liu Jianbo Yuan Pengfei Liu Yang You Hongxia Yang LRM 40 45 0 16 Oct 2023
Bridging Code Semantic and LLMs: Semantic Chain-of-Thought Prompting for Code Generation Yingwei Ma Yue Yu Shanshan Li Yu Jiang Yong Guo Yuanliang Zhang Yutao Xie Xiangke Liao 36 5 0 16 Oct 2023
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models Tao Fan Yan Kang Guoqiang Ma Weijing Chen Wenbin Wei Lixin Fan Qiang Yang 45 62 0 16 Oct 2023
Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance Jesse Zhang Jiahui Zhang Karl Pertsch Ziyi Liu Xiang Ren Minsuk Chang Shao-Hua Sun Joseph J Lim LLMAG LM&Ro 115 61 0 16 Oct 2023
Assessing the Reliability of Large Language Model Knowledge Weixuan Wang Barry Haddow Alexandra Birch Wei Peng KELM HILM 80 15 0 15 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 42 1 0 15 Oct 2023
Beyond Segmentation: Road Network Generation with Multi-Modal LLMs Sumedh Rasal Sanjay K. Boddhu 50 5 0 15 Oct 2023
DPZero: Private Fine-Tuning of Language Models without Backpropagation Liang Zhang Bingcong Li K. K. Thekumparampil Sewoong Oh Niao He 33 11 0 14 Oct 2023
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning Jun Chen Deyao Zhu Xiaoqian Shen Xiang Li Zechun Liu Pengchuan Zhang Raghuraman Krishnamoorthi Vikas Chandra Yunyang Xiong Mohamed Elhoseiny MLLM 168 448 0 14 Oct 2023
Large Language Model Unlearning Yuanshun Yao Xiaojun Xu Yang Liu MU 54 116 0 14 Oct 2023
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 32 0 0 13 Oct 2023
Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents Hyungjoo Chae Yongho Song Kai Tzu-iunn Ong Taeyoon Kwon Minjin Kim Youngjae Yu Dongha Lee Dongyeop Kang Jinyoung Yeo LRM 34 39 0 13 Oct 2023
User Inference Attacks on Large Language Models Nikhil Kandpal Krishna Pillutla Alina Oprea Peter Kairouz Christopher A. Choquette-Choo Zheng Xu SILM AAML 76 15 0 13 Oct 2023
QUIK: Towards End-to-End 4-Bit Inference on Generative Large Language Models Saleh Ashkboos Ilia Markov Elias Frantar Tingxuan Zhong Xincheng Wang Jie Ren Torsten Hoefler Dan Alistarh MQ SyDa 126 22 0 13 Oct 2023
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs Yuxin Zhang Lirui Zhao Mingbao Lin Yunyun Sun Yiwu Yao Xingjia Han Jared Tanner Shiwei Liu Rongrong Ji SyDa 45 40 0 13 Oct 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection Pengyu Wang Linyang Li Ke Ren Botian Jiang Dong Zhang Xipeng Qiu DeLMO 39 52 0 13 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon Sercan O. Arik Yanfei Chen Tomas Pfister 27 2 0 12 Oct 2023
Toward Joint Language Modeling for Speech Units and Text Ju-Chieh Chou Chung-Ming Chien Wei-Ning Hsu Karen Livescu Arun Babu Alexis Conneau Alexei Baevski Michael Auli VLM 33 20 0 12 Oct 2023
HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science Yu Song Santiago Miret Huan Zhang Bang Liu ALM 32 19 0 12 Oct 2023
DistillSpec: Improving Speculative Decoding via Knowledge Distillation Yongchao Zhou Kaifeng Lyu A. S. Rawat A. Menon Afshin Rostamizadeh Sanjiv Kumar Jean-François Kagy Rishabh Agarwal 55 84 0 12 Oct 2023
Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu Rongxue Li Wei Ji Tao Lin LLMAG LRM 50 3 0 12 Oct 2023
Context Compression for Auto-regressive Transformers with Sentinel Tokens Siyu Ren Qi Jia Kenny Q. Zhu 24 11 0 12 Oct 2023
Composite Backdoor Attacks Against Large Language Models Hai Huang Zhengyu Zhao Michael Backes Yun Shen Yang Zhang AAML 46 42 0 11 Oct 2023
LLM4Vis: Explainable Visualization Recommendation using ChatGPT Lei Wang Songheng Zhang Yun Wang Ee-Peng Lim Yong Wang LRM 36 39 0 11 Oct 2023
Transformers for Green Semantic Communication: Less Energy, More Semantics Shubhabrata Mukherjee Cory Beard Sejun Song 40 1 0 11 Oct 2023
Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models Luiza Amador Pozzobon Beyza Ermis Patrick Lewis Sara Hooker 64 20 0 11 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng Zhang Yue Zhang HILM KELM 55 188 0 11 Oct 2023
Multimodal Graph Learning for Generative Tasks Minji Yoon Jing Yu Koh Bryan Hooi Ruslan Salakhutdinov 35 8 0 11 Oct 2023
How Do Large Language Models Capture the Ever-changing World Knowledge? A Review of Recent Advances Zihan Zhang Meng Fang Lingxi Chen Mohammad-Reza Namazi-Rad Jun Wang KELM 29 21 0 11 Oct 2023
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources Zhikai Li Xiaoxuan Liu Banghua Zhu Zhen Dong Qingyi Gu Kurt Keutzer MQ 37 7 0 11 Oct 2023
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency E. Zelikman Wanjing Anya Ma Jasmine E. Tran Diyi Yang Jason D. Yeatman Nick Haber AI4Ed 32 9 0 10 Oct 2023
Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning Mengzhou Xia Tianyu Gao Zhiyuan Zeng Danqi Chen 55 278 0 10 Oct 2023
Understanding the Effects of RLHF on LLM Generalisation and Diversity Robert Kirk Ishita Mediratta Christoforos Nalmpantis Jelena Luketina Eric Hambro Edward Grefenstette Roberta Raileanu AI4CE ALM 121 127 0 10 Oct 2023
Hexa: Self-Improving for Knowledge-Grounded Dialogue System DaeJin Jo D. W. Nam Gunsoo Han Kyoung-Woon On Taehwan Kwon Seungeun Rho Sungwoong Kim 19 0 0 10 Oct 2023
A Semantic Invariant Robust Watermark for Large Language Models Aiwei Liu Leyi Pan Xuming Hu Shiao Meng Lijie Wen WaLM 60 58 0 10 Oct 2023
Compressing Context to Enhance Inference Efficiency of Large Language Models Yucheng Li Bo Dong Chenghua Lin Frank Guerin 19 60 0 09 Oct 2023
LLM for SoC Security: A Paradigm Shift Dipayan Saha Shams Tarek Katayoon Yahyaei S. Saha Jingbo Zhou M. Tehranipoor Farimah Farahmandi 88 48 0 09 Oct 2023
NEFTune: Noisy Embeddings Improve Instruction Finetuning Neel Jain Ping Yeh-Chiang Yuxin Wen John Kirchenbauer Hong-Min Chu ... Avi Schwarzschild Aniruddha Saha Micah Goldblum Jonas Geiping Tom Goldstein 31 77 0 09 Oct 2023
GraphLLM: Boosting Graph Reasoning Ability of Large Language Model Ziwei Chai Tianjie Zhang Liang Wu Kaiqiao Han Xiaohai Hu Xuanwen Huang Yang Yang AI4MH LRM 25 59 0 09 Oct 2023
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 35 1 0 09 Oct 2023
Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces Usashi Chatterjee Amit Gajbhiye Steven Schockaert 34 3 0 09 Oct 2023
Parrot Mind: Towards Explaining the Complex Task Reasoning of Pretrained Large Language Models with Template-Content Structure Haotong Yang Fanxu Meng Zhouchen Lin Muhan Zhang LRM 48 2 0 09 Oct 2023
Empower Nested Boolean Logic via Self-Supervised Curriculum Learning Hongqiu Wu Linfeng Liu Haizhen Zhao Min Zhang LRM AI4CE NAI ELM 48 7 0 09 Oct 2023
Negative Object Presence Evaluation (NOPE) to Measure Object Hallucination in Vision-Language Models Holy Lovenia Wenliang Dai Samuel Cahyawijaya Ziwei Ji Pascale Fung MLLM 41 52 0 09 Oct 2023
Explainable Claim Verification via Knowledge-Grounded Reasoning with Large Language Models Haoran Wang Kai Shu LRM 50 22 0 08 Oct 2023
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data Tianyang Zhong Wei Zhao Yutong Zhang Yi Pan Peixin Dong ... Dinggang Shen Jun-Feng Han Tianming Liu Jun Liu Tuo Zhang MedIm LM&MA 55 14 0 08 Oct 2023