Title
Who Needs Decoders? Efficient Estimation of Sequence-level Attributes Yassir Fathullah Puria Radmard Adian Liusie Mark Gales OODD 74 1 0 09 May 2023
The Current State of Summarization Fabian Retkowski 83 6 0 08 May 2023
How Do In-Context Examples Affect Compositional Generalization? Shengnan An Zeqi Lin Qiang Fu B. Chen Nanning Zheng Jian-Guang Lou Dongmei Zhang 126 55 0 08 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 117 47 0 08 May 2023
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation Gibbeum Lee Volker Hartmann Jongho Park Dimitris Papailiopoulos Kangwook Lee 88 67 0 08 May 2023
Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models Lei Wang Wanyu Xu Yihuai Lan Zhiqiang Hu Yunshi Lan Roy Ka-wei Lee Ee-Peng Lim ReLM LRM 158 358 0 06 May 2023
Towards Applying Powerful Large AI Models in Classroom Teaching: Opportunities, Challenges and Prospects Kehui Tan Tianqi Pang Chenyou Fan Song Yu 70 16 0 05 May 2023
Using ChatGPT for Entity Matching Ralph Peeters Christian Bizer AI4MH 113 29 0 05 May 2023
Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming Hanlin Zhang Jiani Huang Ziyang Li Mayur Naik Eric P. Xing ReLM LRM 87 28 0 05 May 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework Ruochen Zhao Xingxuan Li Shafiq Joty Chengwei Qin Lidong Bing LRM KELM 102 170 0 05 May 2023
Neuromodulation Gated Transformer Kobe Knowles Joshua Bensemann Diana Benavides-Prado Vithya Yogarajan Michael Witbrock Gillian Dobbie Yang Chen 70 0 0 05 May 2023
LLM2Loss: Leveraging Language Models for Explainable Model Diagnostics Shervin Ardeshir 73 0 0 04 May 2023
Generating Virtual On-body Accelerometer Data from Virtual Textual Descriptions for Human Activity Recognition Zi-Jian Leng Hyeokhyen Kwon Thomas Plötz 62 21 0 04 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 186 422 0 04 May 2023
Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision Zhiqing Sun Songlin Yang Qinhong Zhou Hongxin Zhang Zhenfang Chen David D. Cox Yiming Yang Chuang Gan SyDa ALM 163 339 0 04 May 2023
The Application of Affective Measures in Text-based Emotion Aware Recommender Systems John Kalung Leung Igor Griva W. Kennedy J. Kinser Sohyun Park Seoyoon Lee 120 2 0 04 May 2023
Should ChatGPT and Bard Share Revenue with Their Data Providers? A New Business Model for the AI Era Dong Zhang 46 3 0 04 May 2023
AutoML-GPT: Automatic Machine Learning with GPT Shujian Zhang Chengyue Gong Lemeng Wu Xingchao Liu Mi Zhou LLMAG 149 67 0 04 May 2023
Cheaply Evaluating Inference Efficiency Metrics for Autoregressive Transformer APIs Deepak Narayanan Keshav Santhanam Peter Henderson Rishi Bommasani Tony Lee Percy Liang 194 3 0 03 May 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes Lokesh Nagalapatti Chun-Liang Li Chih-Kuan Yeh Hootan Nakhost Yasuhisa Fujii Alexander Ratner Ranjay Krishna Chen-Yu Lee Tomas Pfister ALM 373 563 0 03 May 2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models Michele Focchi Fei Cheng Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li Sadao Kurohashi LRM 117 94 0 03 May 2023
A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training Nitay Calderon Subhabrata Mukherjee Roi Reichart Amir Kantor 102 17 0 03 May 2023
Psychologically-Inspired Causal Prompts Zhiheng Lyu Zhijing Jin Justus Mattern Rada Mihalcea Mrinmaya Sachan Bernhard Schoelkopf CML 70 0 0 02 May 2023
Don't Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner Zhengxiang Shi Aldo Lipani VLM CLL 94 22 0 02 May 2023
Finding Neurons in a Haystack: Case Studies with Sparse Probing Wes Gurnee Neel Nanda Matthew Pauly Katherine Harvey Dmitrii Troitskii Dimitris Bertsimas MILM 293 218 0 02 May 2023
How to Unleash the Power of Large Language Models for Few-shot Relation Extraction? Xin Xu Yuqi Zhu Xiaohan Wang Ningyu Zhang KELM LRM 131 55 0 02 May 2023
Mitigating Approximate Memorization in Language Models via Dissimilarity Learned Policy Aly M. Kassem 67 2 0 02 May 2023
VPGTrans: Transfer Visual Prompt Generator across LLMs Ao Zhang Hao Fei Yuan Yao Wei Ji Li Li Zhiyuan Liu Tat-Seng Chua MLLM VLM 92 89 0 02 May 2023
Complex Logical Reasoning over Knowledge Graphs using Large Language Models Nurendra Choudhary Chandan K. Reddy LRM 112 25 0 02 May 2023
RadAdapt: Radiology Report Summarization via Lightweight Domain Adaptation of Large Language Models Dave Van Veen Cara Van Uden Maayane Attias Anuj Pareek Christian Blüthgen ... Jean-Benoit Delbrouck Juan Manuel Zambrano Chaves C. Langlotz Akshay S. Chaudhari John M. Pauly LM&MA 87 29 0 02 May 2023
Learning to Reason and Memorize with Self-Notes Jack Lanchantin Shubham Toshniwal Jason Weston Arthur Szlam Sainbayar Sukhbaatar ReLM LRM LLMAG 160 30 0 01 May 2023
Self-Evaluation Guided Beam Search for Reasoning Yuxi Xie Kenji Kawaguchi Yiran Zhao Xu Zhao MingSung Kan Junxian He Qizhe Xie LRM 281 159 0 01 May 2023
Are Emergent Abilities of Large Language Models a Mirage? Rylan Schaeffer Alycia Lee Oluwasanmi Koyejo LRM 165 439 0 28 Apr 2023
MLCopilot: Unleashing the Power of Large Language Models in Solving Machine Learning Tasks Lei Zhang Yuge Zhang Kan Ren Dongsheng Li Yuqing Yang LLMAG 99 41 0 28 Apr 2023
ResiDual: Transformer with Dual Residual Connections Shufang Xie Huishuai Zhang Junliang Guo Xu Tan Jiang Bian Hany Awadalla Arul Menezes Tao Qin Rui Yan 103 20 0 28 Apr 2023
Outline, Then Details: Syntactically Guided Coarse-To-Fine Code Generation Wenqing Zheng S. Sharan Ajay Jaiswal Kevin Wang Yihan Xi Dejia Xu Zhangyang Wang 135 27 0 28 Apr 2023
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions Minghao Wu Abdul Waheed Chiyu Zhang Muhammad Abdul-Mageed Alham Fikri Aji ALM 213 128 0 27 Apr 2023
CONSCENDI: A Contrastive and Scenario-Guided Distillation Approach to Guardrail Models for Virtual Assistants A. Sun Varun Nair Elliot Schumacher Anitha Kannan 90 3 0 27 Apr 2023
q2d: Turning Questions into Dialogs to Teach Models How to Search Yonatan Bitton Shlomi Cohen-Ganor Ido Hakimi Yoad Lewenberg Roee Aharoni Enav Weinreb 97 4 0 27 Apr 2023
Controlled Text Generation with Natural Language Instructions Wangchunshu Zhou Yuchen Eleanor Jiang Ethan Gotlieb Wilcox Ryan Cotterell Mrinmaya Sachan 227 92 0 27 Apr 2023
Federated Prompting and Chain-of-Thought Reasoning for Improving LLMs Answering Xiangyang Liu Tianqi Pang Chenyou Fan FedML LRM 91 27 0 27 Apr 2023
Exploiting Simulated User Feedback for Conversational Search: Ranking, Rewriting, and Beyond Paul Owoicho Ivan Sekulić Mohammad Aliannejadi Jeffrey Stephen Dalton Fabio Crestani 120 34 0 26 Apr 2023
TR0N: Translator Networks for 0-Shot Plug-and-Play Conditional Generation Zhaoyan Liu Noël Vouitsis S. Gorti Jimmy Ba Gabriel Loaiza-Ganem ViT 78 1 0 26 Apr 2023
Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond Jingfeng Yang Hongye Jin Ruixiang Tang Xiaotian Han Qizhang Feng Haoming Jiang Bing Yin Helen Zhou LM&MA 223 687 0 26 Apr 2023
Multimodal Grounding for Embodied AI via Augmented Reality Headsets for Natural Language Driven Task Planning Selma Wanna Fabian Parra R. Valner Karl Kruusamäe Mitch Pryor LM&Ro 77 2 0 26 Apr 2023
The Roles of Symbols in Neural-based AI: They are Not What You Think! D. Silver Tom Michael Mitchell 18 4 0 26 Apr 2023
Multidimensional Evaluation for Text Style Transfer Using ChatGPT Huiyuan Lai Antonio Toral Malvina Nissim 99 17 0 26 Apr 2023
Neuro-symbolic Zero-Shot Code Cloning with Cross-Language Intermediate Representation Krishnam Hasija Shrishti Pradhan Manasi Patwardhan Raveendra Kumar Medicherla Lovekesh Vig Ravindra Naik 67 2 0 26 Apr 2023
The Closeness of In-Context Learning and Weight Shifting for Softmax Regression Shuai Li Zhao Song Yu Xia Tong Yu Dinesh Manocha 84 43 0 26 Apr 2023
SAFE: Machine Unlearning With Shard Graphs Yonatan Dukler Benjamin Bowman Alessandro Achille Aditya Golatkar A. Swaminathan Stefano Soatto MU 89 26 0 25 Apr 2023