Title
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 120 30 0 17 May 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability Eleftheria Briakou Colin Cherry George F. Foster 83 60 0 17 May 2023
MemoryBank: Enhancing Large Language Models with Long-Term Memory Wanjun Zhong Lianghong Guo Qi-Fei Gao He Ye Yanlin Wang LLMAG RALM KELM 123 141 0 17 May 2023
Improving Language Model Negotiation with Self-Play and In-Context Learning from AI Feedback Yao Fu Hao-Chun Peng Tushar Khot Mirella Lapata LLMAG 114 186 0 17 May 2023
Reprompting: Automated Chain-of-Thought Prompt Inference Through Gibbs Sampling Weijia Xu Andrzej Banburski-Fahey Nebojsa Jojic ReLM LRM 96 35 0 17 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 137 37 0 17 May 2023
Knowledge Graph Completion Models are Few-shot Learners: An Empirical Study of Relation Labeling in E-commerce with LLMs Jiaoayan Chen Luyi Ma Xiaohan Li Nikhil Thakurdesai Jianpeng Xu Jason H. D. Cho Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 110 29 0 17 May 2023
Machine-Made Media: Monitoring the Mobilization of Machine-Generated Articles on Misinformation and Mainstream News Websites Hans W. A. Hanley Zakir Durumeric DeLMO 75 32 0 16 May 2023
Sasha: Creative Goal-Oriented Reasoning in Smart Homes with Large Language Models Evan King Haoxiang Yu Sangsu Lee Christine Julien LM&Ro 36 20 0 16 May 2023
SpecInfer: Accelerating Generative Large Language Model Serving with Tree-based Speculative Inference and Verification Xupeng Miao Gabriele Oliaro Zhihao Zhang Xinhao Cheng Zeyu Wang ... Chunan Shi Zhuoming Chen Daiyaan Arfeen Reyna Abhyankar Zhihao Jia LRM 154 157 0 16 May 2023
SatLM: Satisfiability-Aided Language Models Using Declarative Prompting Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett ReLM ReCod LRM 108 73 0 16 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured Data Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 174 301 0 16 May 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting Xiaoying Zhang Baolin Peng Kun Li Jingyan Zhou Helen M. Meng 139 46 0 15 May 2023
Measuring Cross-Lingual Transferability of Multilingual Transformers on Sentence Classification Zewen Chi Heyan Huang Xian-Ling Mao 138 0 0 15 May 2023
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation Models Zhimin Chen Longlong Jing Yingwei Li Bing Li 122 34 0 15 May 2023
Text Classification via Large Language Models Xiaofei Sun Xiaoya Li Jiwei Li Leilei Gan Shangwei Guo Tianwei Zhang Guoyin Wang RALM LRM 106 151 0 15 May 2023
C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models Yuzhen Huang Yuzhuo Bai Zhihao Zhu Junlei Zhang Jinghan Zhang ... Yikai Zhang Jiayi Lei Yao Fu Maosong Sun Junxian He ELM LRM 176 552 0 15 May 2023
Symbol tuning improves in-context learning in language models Jerry W. Wei Le Hou Andrew Kyle Lampinen Xiangning Chen Da Huang ... Xinyun Chen Yifeng Lu Denny Zhou Tengyu Ma Quoc V. Le LRM 90 80 0 15 May 2023
Parameter-Efficient Fine-Tuning with Layer Pruning on Free-Text Sequence-to-Sequence Modeling Y. Zhu Xuebing Yang Yuanyuan Wu Wensheng Zhang MedIm 52 2 0 15 May 2023
STORYWARS: A Dataset and Instruction Tuning Baselines for Collaborative Story Understanding and Generation Yulun Du Lydia B. Chilton 90 8 0 14 May 2023
Make Prompt-based Black-Box Tuning Colorful: Boosting Model Generalization from Three Orthogonal Perspectives Qiushi Sun Chengcheng Han Nuo Chen Renyu Zhu Jing Gong Xiang Li Ming Gao VLM 56 9 0 14 May 2023
Leveraging Large Language Models in Conversational Recommender Systems Luke Friedman Sameer Ahuja David Allen Zhenning Tan Hakim Sidahmed ... Ajay Patel Harsh Lara Brian Chu Zexiang Chen Manoj Kumar Tiwari 122 110 0 13 May 2023
NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models Yongchao Chen Rujul Gandhi Yang Zhang Chuchu Fan 98 57 0 12 May 2023
Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation Jizhi Zhang Keqin Bao Yang Zhang Wenjie Wang Fuli Feng Xiangnan He LRM ALM 101 168 0 12 May 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development Ilias Chalkidis Nicolas Garneau Catalina Goanta Daniel Martin Katz Anders Søgaard AILaw ELM 70 64 0 12 May 2023
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers L. Yu Daniel Simig Colin Flaherty Armen Aghajanyan Luke Zettlemoyer M. Lewis 127 93 0 12 May 2023
An Inverse Scaling Law for CLIP Training Xianhang Li Zeyu Wang Cihang Xie VLM CLIP 125 58 0 11 May 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting Haoyang Huang Tianyi Tang Dongdong Zhang Wayne Xin Zhao Ting Song Yan Xia Furu Wei LRM 116 179 0 11 May 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models Ehsan Kamalloo Nouha Dziri C. Clarke Davood Rafiei ELM 98 110 0 11 May 2023
Active Retrieval Augmented Generation Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 121 295 0 11 May 2023
Spear Phishing With Large Language Models Julian Hazell 70 51 0 11 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 67 2 0 11 May 2023
How to Index Item IDs for Recommendation Foundation Models Wenyue Hua Shuyuan Xu Yingqiang Ge Yongfeng Zhang 98 117 0 11 May 2023
Do LLMs Understand User Preferences? Evaluating LLMs On User Rating Prediction Wang-Cheng Kang Jianmo Ni Nikhil Mehta M. Sathiamoorthy Lichan Hong Ed H. Chi D. Cheng 68 123 0 10 May 2023
Bot or Human? Detecting ChatGPT Imposters with A Single Question Hong Wang Xuan Luo Weizhi Wang Xifeng Yan DeLMO 70 27 0 10 May 2023
LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM Wenhui Hua Brian Williams Davood Shamsi 53 3 0 10 May 2023
Alternating Gradient Descent and Mixture-of-Experts for Integrated Multimodal Perception Hassan Akbari Dan Kondratyuk Huayu Chen Rachel Hornung Haoran Wang Hartwig Adam VLM MoE 110 14 0 10 May 2023
Automatic Evaluation of Attribution by Large Language Models Xiang Yue Boshi Wang Ziru Chen Kai Zhang Yu-Chuan Su Huan Sun ALM LRM HILM 91 58 0 10 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 125 22 0 10 May 2023
A Glimpse in ChatGPT Capabilities and its impact for AI research Frank Joublin Antonello Ceravola Joerg Deigmoeller Michael Gienger M. Franzius Julian Eggert SILM AI4MH ALM ELM 75 15 0 10 May 2023
ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base Siyu Yuan Jiangjie Chen Changzhi Sun Jiaqing Liang Yanghua Xiao Deqing Yang 99 16 0 10 May 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen Wei Shi Ziquan Fu Sijie Cheng Lei Li Yanghua Xiao 95 51 0 10 May 2023
Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment Eshaan Tanwar Subhabrata Dutta Manish Borthakur Tanmoy Chakraborty 107 57 0 10 May 2023
CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors Peng Li Tianxiang Sun Qiong Tang Hang Yan Yuanbin Wu Xuanjing Huang Technology SyDa 91 77 0 09 May 2023
TidyBot: Personalized Robot Assistance with Large Language Models Jimmy Wu Rika Antonova Adam Kan Marion Lepert Andy Zeng Shuran Song Jeannette Bohg Szymon Rusinkiewicz Thomas Funkhouser LM&Ro 132 308 0 09 May 2023
Large Language Model Programs Imanol Schlag Sainbayar Sukhbaatar Asli Celikyilmaz Wen-tau Yih Jason Weston Jürgen Schmidhuber Xian Li LRM 94 15 0 09 May 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning Siyu Yuan Jiangjie Chen Ziquan Fu Xuyang Ge Soham Shah C. R. Jankowski Yanghua Xiao Deqing Yang 116 56 0 09 May 2023
SUR-adapter: Enhancing Text-to-Image Pre-trained Diffusion Models with Large Language Models Shan Zhong Zhongzhan Huang Wushao Wen Jinghui Qin Liang Lin 112 41 0 09 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve Xiaonan Li Xipeng Qiu ReLM KELM LRM AI4MH 93 37 0 09 May 2023
Read, Diagnose and Chat: Towards Explainable and Interactive LLMs-Augmented Depression Detection in Social Media Wei Qin Zetong Chen Lei Wang Yunshi Lan Wei Ren Richang Hong AI4MH 88 21 0 09 May 2023