Title
Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning Ze-jie Chen Wei Chen Jia Xu Zhongyi Liu Wei Zhang RALM 23 4 0 10 Aug 2023
Extrapolating Large Language Models to Non-English by Aligning Languages Wenhao Zhu Yunzhe Lv Qingxiu Dong Fei Yuan Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li 45 66 0 09 Aug 2023
SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore Sewon Min Suchin Gururangan Eric Wallace Hannaneh Hajishirzi Noah A. Smith Luke Zettlemoyer AILaw 26 63 0 08 Aug 2023
In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning Xiaochuang Han 25 19 0 08 Aug 2023
Continual Pre-Training of Large Language Models: How to (re)warm your model? Kshitij Gupta Benjamin Thérien Adam Ibrahim Mats L. Richter Quentin G. Anthony Eugene Belilovsky Irina Rish Timothée Lesort KELM 35 99 0 08 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 15 9 0 08 Aug 2023
"Do Anything Now": Characterizing and Evaluating In-The-Wild Jailbreak Prompts on Large Language Models Xinyue Shen Zhenpeng Chen Michael Backes Yun Shen Yang Zhang SILM 40 249 0 07 Aug 2023
RecycleGPT: An Autoregressive Language Model with Recyclable Module Yu Jiang Qiaozhi He Xiaomin Zhuang Zhihua Wu Kunpeng Wang Wenlai Zhao Guangwen Yang KELM 28 3 0 07 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 71 351 0 07 Aug 2023
Text2KGBench: A Benchmark for Ontology-Driven Knowledge Graph Generation from Text Nandana Mihindukulasooriya Sanju Tiwari Carlos F. Enguix K. Lata 31 53 0 04 Aug 2023
The Unequal Opportunities of Large Language Models: Revealing Demographic Bias through Job Recommendations A. Salinas Parth Vipul Shah Yuzhong Huang Robert McCormack Fred Morstatter 34 34 0 03 Aug 2023
From Prompt Injections to SQL Injection Attacks: How Protected is Your LLM-Integrated Web Application? Rodrigo Pedro Daniel Castro Paulo Carreira Nuno Santos SILM AAML 41 51 0 03 Aug 2023
XNLP: An Interactive Demonstration System for Universal Structured NLP Hao Fei Meishan Zhang Hao Fei Tat-Seng Chua 42 1 0 03 Aug 2023
Local Large Language Models for Complex Structured Medical Tasks V. Bumgardner Aaron D. Mullen Samuel E. Armstrong Caylin D. Hickey Jeffrey A. Talbert 36 5 0 03 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 46 41 0 01 Aug 2023
ChatMOF: An Autonomous AI System for Predicting and Generating Metal-Organic Frameworks Y. Kang Jihan Kim AI4CE LLMAG 32 12 0 01 Aug 2023
Generative Models as a Complex Systems Science: How can we make sense of large language model behavior? Ari Holtzman Peter West Luke Zettlemoyer AI4CE 34 14 0 31 Jul 2023
ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs Yujia Qin Shi Liang Yining Ye Kunlun Zhu Lan Yan ... Jie Zhou Mark B. Gerstein Dahai Li Zhiyuan Liu Maosong Sun CLL ALM LLMAG ELM LM&MA 87 628 0 31 Jul 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 44 40 0 31 Jul 2023
NLLG Quarterly arXiv Report 06/23: What are the most influential current AI Papers? Steffen Eger Christoph Leiter Jonas Belouadi Ran Zhang Aida Kostikova Daniil Larionov Yanran Chen Vivian Fresen AI4CE 29 4 0 31 Jul 2023
Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks Kousik Rajesh Mrigank Raman M. A. Karim Pranit Chawla VLM 25 2 0 31 Jul 2023
AntGPT: Can Large Language Models Help Long-term Action Anticipation from Videos? Qi Zhao Shijie Wang Ce Zhang Changcheng Fu Minh Quan Do Nakul Agarwal Kwonjoon Lee Chen Sun LM&Ro 56 49 0 31 Jul 2023
UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed Integer Quadratic Programming Hao Lin Ke Wu Jie Li Jun Yu Li Wu-Jun Li 39 2 0 31 Jul 2023
SEED-Bench: Benchmarking Multimodal LLMs with Generative Comprehension Bohao Li Rui Wang Guangzhi Wang Yuying Ge Yixiao Ge Ying Shan MLLM ELM 32 502 0 30 Jul 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 42 131 0 29 Jul 2023
Med-Flamingo: a Multimodal Medical Few-shot Learner Michael Moor Qian Huang Shirley Wu Michihiro Yasunaga C. Zakka Yashodhara Dalmia E. Reis Pranav Rajpurkar J. Leskovec LM&MA MedIm 27 233 0 27 Jul 2023
MESED: A Multi-modal Entity Set Expansion Dataset with Fine-grained Semantic Classes and Hard Negative Entities Yong Li Tingwei Lu Hai-Tao Zheng Tianyu Yu Shulin Huang Haitao Zheng Rui Zhang Jun Yuan 56 10 0 27 Jul 2023
Learning Multi-modal Representations by Watching Hundreds of Surgical Video Lectures Kun Yuan V. Srivastav Tong Yu Joël L. Lavanchy Pietro Mascagni Pietro Mascagni N. Padoy Nicolas Padoy 37 20 0 27 Jul 2023
Three Bricks to Consolidate Watermarks for Large Language Models Pierre Fernandez Antoine Chaffin Karim Tit Vivien Chappelier Teddy Furon WaLM 21 47 0 26 Jul 2023
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Xuhai Xu Bingsheng Yao Yu Dong Saadia Gabriel Hongfeng Yu James A. Hendler Marzyeh Ghassemi A. Dey Dakuo Wang LM&MA CLL AI4MH 48 64 0 26 Jul 2023
Low-Parameter Federated Learning with Large Language Models Jing Jiang Xiangyang Liu Chenyou Fan 33 24 0 26 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang Fahad Shahbaz Khan VLM 38 118 0 25 Jul 2023
Fashion Matrix: Editing Photos by Just Talking Zheng Chong Xujie Zhang Fuwei Zhao Zhenyu Xie Xiaodan Liang DiffM 23 2 0 25 Jul 2023
Evaluating the Ripple Effects of Knowledge Editing in Language Models Roi Cohen Eden Biran Ori Yoran Amir Globerson Mor Geva KELM 42 157 0 24 Jul 2023
RLCD: Reinforcement Learning from Contrastive Distillation for Language Model Alignment Kevin Kaichuang Yang Dan Klein Asli Celikyilmaz Nanyun Peng Yuandong Tian ALM 36 30 0 24 Jul 2023
In-Context Learning Learns Label Relationships but Is Not Conventional Learning Jannik Kossen Y. Gal Tom Rainforth 42 28 0 23 Jul 2023
Transferability of Convolutional Neural Networks in Stationary Learning Tasks Damian Owerko Charilaos I. Kanatsoulis Jennifer Bondarchuk Donald J. Bucci Alejandro Ribeiro BDL 36 0 0 21 Jul 2023
Generator-Retriever-Generator Approach for Open-Domain Question Answering Abdelrahman Abdallah Adam Jatowt RALM 36 10 0 21 Jul 2023
A LLM Assisted Exploitation of AI-Guardian Nicholas Carlini ELM SILM 24 15 0 20 Jul 2023
PASTA: Pretrained Action-State Transformer Agents Raphael Boige Yannis Flet-Berliac Arthur Flajolet Guillaume Richard Thomas Pierrot LM&Ro OffRL 40 5 0 20 Jul 2023
Vesper: A Compact and Effective Pretrained Model for Speech Emotion Recognition Weidong Chen Xiaofen Xing Peihao Chen Xiangmin Xu VLM 33 35 0 20 Jul 2023
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI Jianguo Zhang Kun Qian Zhiwei Liu Shelby Heinecke Rui Meng Ye Liu Zhou Yu Huan Wang Silvio Savarese Caiming Xiong 39 22 0 19 Jul 2023
CValues: Measuring the Values of Chinese Large Language Models from Safety to Responsibility Guohai Xu Jiayi Liu Mingshi Yan Haotian Xu Jinghui Si ... Rong Zhang Ji Zhang Chao Peng Feiyan Huang Jingren Zhou ALM ELM 36 74 0 19 Jul 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 126 11,099 0 18 Jul 2023
TableGPT: Towards Unifying Tables, Nature Language and Commands into One GPT Liangyu Zha Junlin Zhou Liyao Li Rui Wang Qingyi Huang ... Xing-yan Deng J. Xu Haobo Wang Gang Chen Jun Zhao RALM LMTD 32 42 0 17 Jul 2023
Retentive Network: A Successor to Transformer for Large Language Models Yutao Sun Li Dong Shaohan Huang Shuming Ma Yuqing Xia Jilong Xue Jianyong Wang Furu Wei LRM 78 304 0 17 Jul 2023
BuboGPT: Enabling Visual Grounding in Multi-Modal LLMs Yang Zhao Zhijie Lin Daquan Zhou Zilong Huang Jiashi Feng Bingyi Kang MLLM 44 107 0 17 Jul 2023
Mini-Giants: "Small" Language Models and Open Source Win-Win Zhengping Zhou Lezhi Li Xinxi Chen Andy Li SyDa ALM MoE 32 6 0 17 Jul 2023
Comparative Performance Evaluation of Large Language Models for Extracting Molecular Interactions and Pathway Knowledge Gilchan Park Byung-Jun Yoon Xihaier Luo Vanessa López-Marrero Shinjae Yoo Francis J. Alexander 38 10 0 17 Jul 2023
GeoGPT: Understanding and Processing Geospatial Tasks through An Autonomous GPT Yifan Zhang Cheng Wei Shangyou Wu Zhengting He Wenhao Yu 41 29 0 16 Jul 2023