Title
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 214 155 0 22 May 2023
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources Xingxuan Li Ruochen Zhao Yew Ken Chia Bosheng Ding Shafiq R. Joty Soujanya Poria Lidong Bing HILM BDL LRM 84 87 0 22 May 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization Chenhui Shen Liying Cheng Xuan-Phi Nguyen Yang You Lidong Bing ELM ALM 47 64 0 22 May 2023
Iterative Forward Tuning Boosts In-Context Learning in Language Models Jiaxi Yang Binyuan Hui Min Yang Bailin Wang Bowen Li Binhua Li Fei Huang Yongbin Li 41 16 0 22 May 2023
GPT-SW3: An Autoregressive Language Model for the Nordic Languages Ariel Ekgren Amaru Cuba Gyllensten Felix Stollenwerk Joey Öhman T. Isbister Evangelia Gogoulou F. Carlsson Alice Heiman Judit Casademont Magnus Sahlgren 27 13 0 22 May 2023
Meta-in-context learning in large language models Julian Coda-Forno Marcel Binz Zeynep Akata M. Botvinick Jane X. Wang Eric Schulz LRM 202 35 0 22 May 2023
Investigating Agency of LLMs in Human-AI Collaboration Tasks Ashish Sharma Sudha Rao Chris Brockett Akanksha Malhotra Nebojsa Jojic W. Dolan LLMAG 27 12 0 22 May 2023
Word Embeddings Are Steers for Language Models Chi Han Jialiang Xu Manling Li Yi Ren Fung Chenkai Sun Nan Jiang Tarek F. Abdelzaher Heng Ji LLMSV 29 27 0 22 May 2023
A Frustratingly Simple Decoding Method for Neural Text Generation Haoran Yang Deng Cai Huayang Li Wei Bi Wai Lam Shuming Shi 46 11 0 22 May 2023
Gene Set Summarization using Large Language Models marcin p. joachimiak J. H. Caufield N. Harris Hyeongsik Kim Christopher J. Mungall 29 18 0 21 May 2023
OntoType: Ontology-Guided and Pre-Trained Language Model Assisted Fine-Grained Entity Typing Tanay Komarlu Minhao Jiang Xuan Wang Jiawei Han 23 0 0 21 May 2023
Contextualizing Argument Quality Assessment with Relevant Knowledge D. Deshpande Zhivar Sourati Filip Ilievski Fred Morstatter 25 2 0 20 May 2023
Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding Augustin Toma Patrick R. Lawler Jimmy Ba Rahul G. Krishnan Barry Rubin Bo Wang LM&MA AI4MH ELM 20 29 0 19 May 2023
HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models Junyi Li Xiaoxue Cheng Wayne Xin Zhao J. Nie Ji-Rong Wen HILM VLM 25 232 0 19 May 2023
InstructIE: A Bilingual Instruction-based Information Extraction Dataset Honghao Gui Shuofei Qiao Jintian Zhang Hongbin Ye Mengshu Sun Lei Liang Jeff Z. Pan Huajun Chen Ningyu Zhang 34 7 0 19 May 2023
LLM-CXR: Instruction-Finetuned LLM for CXR Image Understanding and Generation Suhyeon Lee Won Jun Kim Jinho Chang Jong Chul Ye MedIm 32 47 0 19 May 2023
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models Sixing Yu J. P. Muñoz Ali Jannesari AI4CE 19 46 0 19 May 2023
Statistical Knowledge Assessment for Large Language Models Qingxiu Dong Jingjing Xu Lingpeng Kong Zhifang Sui Lei Li HILM 44 6 0 17 May 2023
Explaining black box text modules in natural language with language models Chandan Singh Aliyah R. Hsu Richard Antonello Shailee Jain Alexander G. Huth Bin-Xia Yu Jianfeng Gao MILM 34 47 0 17 May 2023
Small Models are Valuable Plug-ins for Large Language Models Canwen Xu Yichong Xu Shuohang Wang Yang Liu Chenguang Zhu Julian McAuley LLMAG 41 45 0 15 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 60 5 0 12 May 2023
ONCE: Boosting Content-based Recommendation with Both Open- and Closed-source Large Language Models Qijiong Liu Nuo Chen Tetsuya Sakai Xiao-Ming Wu 39 50 0 11 May 2023
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants A. Sun Varun Nair Elliot Schumacher Anitha Kannan 29 3 0 27 Apr 2023
Enhancing Chain-of-Thoughts Prompting with Iterative Bootstrapping in Large Language Models Jiashuo Sun Yi Luo Yeyun Gong Chen Lin Yelong Shen Jian Guo Nan Duan LRM 41 19 0 23 Apr 2023
Multi-step Jailbreaking Privacy Attacks on ChatGPT Haoran Li Dadi Guo Wei Fan Mingshi Xu Jie Huang Fanpu Meng Yangqiu Song SILM 47 321 0 11 Apr 2023
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis Wenhao Zhu Hongyi Liu Qingxiu Dong Jingjing Xu Shujian Huang Lingpeng Kong Jiajun Chen Lei Li LRM 31 140 0 10 Apr 2023
OpenAGI: When LLM Meets Domain Experts Yingqiang Ge Wenyue Hua Kai Mei Jianchao Ji Juntao Tan Shuyuan Xu Zelong Li Yongfeng Zhang VLM LRM 38 211 0 10 Apr 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models Pengfei Li Jianyi Yang M. A. Islam Shaolei Ren 83 122 0 06 Apr 2023
Error Analysis Prompting Enables Human-Like Translation Evaluation in Large Language Models Qingyu Lu Baopu Qiu Liang Ding Liping Xie Tom Kocmi Dacheng Tao LRM ALM ELM 26 107 0 24 Mar 2023
VideoXum: Cross-modal Visual and Textural Summarization of Videos Jingyang Lin Hang Hua Ming Chen Yikang Li Jenhao Hsiao C. Ho Jiebo Luo 28 30 0 21 Mar 2023
Prophet: Prompting Large Language Models with Complementary Answer Heuristics for Knowledge-based Visual Question Answering Zhou Yu Xuecheng Ouyang Zhenwei Shao Mei Wang Jun Yu MLLM 94 11 0 03 Mar 2023
Versatile User Identification in Extended Reality using Pretrained Similarity-Learning Christian Rack Konstantin Kobs Tamara Fernando Andreas Hotho Marc Latoschik 20 5 0 15 Feb 2023
CodeLMSec Benchmark: Systematically Evaluating and Finding Security Vulnerabilities in Black-Box Code Language Models Hossein Hajipour Keno Hassler Thorsten Holz Lea Schonherr Mario Fritz ELM 40 20 0 08 Feb 2023
Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents Zihao Wang Shaofei Cai Guanzhou Chen Guy Van den Broeck Xiaojian Ma Yitao Liang LM&Ro LLMAG 60 315 0 03 Feb 2023
The geometry of hidden representations of large transformer models L. Valeriani Diego Doimo F. Cuturello A. Laio A. Ansuini Alberto Cazzaniga MILM 21 48 0 01 Feb 2023
The Touché23-ValueEval Dataset for Identifying Human Values behind Arguments Nailia Mirzakhmedova Johannes Kiesel Milad Alshomary Maximilian Heinrich Nicolas Handke ... Mohammad Ali Sadraei Ehsaneddin Asgari Lea Kawaletz Henning Wachsmuth Benno Stein 26 38 0 31 Jan 2023
REPLUG: Retrieval-Augmented Black-Box Language Models Weijia Shi Sewon Min Michihiro Yasunaga Minjoon Seo Rich James M. Lewis Luke Zettlemoyer Wen-tau Yih RALM VLM KELM 65 580 0 30 Jan 2023
Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes Vahan Arsenyan Spartak Bughdaryan Fadi Shaya Kent Small Davit Shahnazaryan 35 10 0 29 Jan 2023
BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing Jiali Wei Ming Fan Wenjing Jiao Wuxia Jin Ting Liu AAML 29 10 0 25 Jan 2023
Tensor Networks Meet Neural Networks: A Survey and Future Perspectives Maolin Wang Y. Pan Zenglin Xu Xiangli Yang Guangxi Li A. Cichocki Andrzej Cichocki 55 19 0 22 Jan 2023
Commentary Generation from Data Records of Multiplayer Strategy Esports Game Zihan Wang Naoki Yoshinaga 16 0 0 21 Dec 2022
Geographic and Geopolitical Biases of Language Models Fahim Faisal Antonios Anastasopoulos 22 20 0 20 Dec 2022
Norm of Word Embedding Encodes Information Gain Momose Oyama Sho Yokoi Hidetoshi Shimodaira 17 11 0 19 Dec 2022
Evaluating Step-by-Step Reasoning through Symbolic Verification Yi-Fan Zhang Hanlin Zhang Li Erran Li Eric P. Xing ReLM LRM 19 8 0 16 Dec 2022
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Minlie Huang 53 23 0 30 Nov 2022
Language Generation Models Can Cause Harm: So What Can We Do About It? An Actionable Survey Sachin Kumar Vidhisha Balachandran Lucille Njoo Antonios Anastasopoulos Yulia Tsvetkov ELM 77 85 0 14 Oct 2022
The Open-World Lottery Ticket Hypothesis for OOD Intent Classification Yunhua Zhou Pengyu Wang Peiju Liu Yuxin Wang Xipeng Qiu 21 2 0 13 Oct 2022
Formal Semantic Geometry over Transformer-based Variational AutoEncoder Yingji Zhang Danilo S. Carvalho Ian Pratt-Hartmann André Freitas 26 4 0 12 Oct 2022
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 231 446 0 23 Aug 2022
PANDA: Prompt Transfer Meets Knowledge Distillation for Efficient Model Adaptation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao VLM CLL 32 41 0 22 Aug 2022