Title
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent Xiaonan Nie Yi Liu Fangcheng Fu Jinbao Xue Dian Jiao Xupeng Miao Yangyu Tao Bin Cui MoE 36 17 0 06 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 27 60 0 03 Mar 2023
Ask and You Shall Receive (a Graph Drawing): Testing ChatGPT's Potential to Apply Graph Layout Algorithms Sara Di Bartolomeo Giorgio Severi V. Schetinger Cody Dunne 46 8 0 03 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
Preference Transformer: Modeling Human Preferences using Transformers for RL Changyeon Kim Jongjin Park Jinwoo Shin Honglak Lee Pieter Abbeel Kimin Lee OffRL 41 62 0 02 Mar 2023
Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents Wenlong Huang Fei Xia Dhruv Shah Danny Driess Andy Zeng ... Pete Florence Igor Mordatch Sergey Levine Karol Hausman Brian Ichter LM&Ro 32 43 0 01 Mar 2023
Investigating the Effectiveness of Task-Agnostic Prefix Prompt for Instruction Following Seonghyeon Ye Hyeonbin Hwang Sohee Yang Hyeongu Yun Yireun Kim Minjoon Seo LRM 32 34 0 28 Feb 2023
Large Language Models Are State-of-the-Art Evaluators of Translation Quality Tom Kocmi C. Federmann ELM 59 341 0 28 Feb 2023
A Survey on Long Text Modeling with Transformers Zican Dong Tianyi Tang Lunyi Li Wayne Xin Zhao VLM 26 54 0 28 Feb 2023
Goal Driven Discovery of Distributional Differences via Language Descriptions Ruiqi Zhong Peter Zhang Steve Li Jinwoo Ahn Dan Klein Jacob Steinhardt 49 49 0 28 Feb 2023
Reward Design with Language Models Minae Kwon Sang Michael Xie Kalesha Bullard Dorsa Sadigh LM&Ro 44 202 0 27 Feb 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 88 12,418 0 27 Feb 2023
Human-in-the-Loop Schema Induction Tianyi Zhang Isaac Tham Zhaoyi Hou J. Ren Liyang Zhou ... Heng Ji Martha Palmer S. Brown Reece Suchocki Chris Callison-Burch 24 16 0 25 Feb 2023
Spanish Built Factual Freectianary (Spanish-BFF): the first AI-generated free dictionary Miguel Ortega-Martín Óscar García-Sierra Alfonso Ardoiz J. C. Armenteros Jorge Álvarez Adrián Alonso 44 2 0 24 Feb 2023
CARE: Collaborative AI-Assisted Reading Environment Dennis Zyska Nils Dycke Jan Buchmann Ilia Kuznetsov Iryna Gurevych 19 6 0 24 Feb 2023
Factual Consistency Oriented Speech Recognition Naoyuki Kanda Takuya Yoshioka Yang Liu 43 0 0 24 Feb 2023
Testing AI on language comprehension tasks reveals insensitivity to underlying meaning Vittoria Dentella Fritz Guenther Elliot Murphy G. Marcus Evelina Leivada ELM 40 27 0 23 Feb 2023
Not what you've signed up for: Compromising Real-World LLM-Integrated Applications with Indirect Prompt Injection Kai Greshake Sahar Abdelnabi Shailesh Mishra C. Endres Thorsten Holz Mario Fritz SILM 63 443 0 23 Feb 2023
Sentence Simplification via Large Language Models Yutao Feng Jipeng Qiang Yun Li Yunhao Yuan Yi Zhu 28 17 0 23 Feb 2023
Conversational Text-to-SQL: An Odyssey into State-of-the-Art and Challenges Ahead S. Parthasarathi Lu Zeng Dilek Z. Hakkani-Tür 52 2 0 21 Feb 2023
ChatGPT: Jack of all trades, master of none Jan Kocoñ Igor Cichecki Oliwier Kaszyca Mateusz Kochanek Dominika Szydło ... Maciej Piasecki Lukasz Radliñski Konrad Wojtasik Stanislaw Wo'zniak Przemyslaw Kazienko AI4MH 42 528 0 21 Feb 2023
Can ChatGPT Understand Too? A Comparative Study on ChatGPT and Fine-tuned BERT Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao AI4MH 66 238 0 19 Feb 2023
Machine Love Joel Lehman 28 5 0 18 Feb 2023
Bounding the Capabilities of Large Language Models in Open Text Generation with Prompt Constraints Albert Lu Hongxin Zhang Yanzhe Zhang Xuezhi Wang Diyi Yang LRM 35 28 0 17 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 36 15 0 17 Feb 2023
Auditing large language models: a three-layered approach Jakob Mokander Jonas Schuett Hannah Rose Kirk Luciano Floridi AILaw MLAU 50 196 0 16 Feb 2023
Tuning computer vision models with task rewards André Susano Pinto Alexander Kolesnikov Yuge Shi Lucas Beyer Xiaohua Zhai VLM 32 40 0 16 Feb 2023
When Demonstrations Meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning Siliang Zeng Chenliang Li Alfredo García Min-Fong Hong OffRL 34 13 0 15 Feb 2023
Guiding Pretraining in Reinforcement Learning with Large Language Models Yuqing Du Olivia Watkins Zihan Wang Cédric Colas Trevor Darrell Pieter Abbeel Abhishek Gupta Jacob Andreas LM&Ro 25 175 0 13 Feb 2023
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks Daniel Kang Xuechen Li Ion Stoica Carlos Guestrin Matei A. Zaharia Tatsunori Hashimoto AAML 30 238 0 11 Feb 2023
Synthesizing Human Gaze Feedback for Improved NLP Performance Varun Khurana Yaman Kumar Singla Nora Hollenstein R. Kumar Balaji Krishnamurthy 18 15 0 11 Feb 2023
The Re-Label Method For Data-Centric Machine Learning Tonglei Guo NoLa 39 2 0 09 Feb 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 38 9 0 08 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
Fair Diffusion: Instructing Text-to-Image Generation Models on Fairness Felix Friedrich Manuel Brack Lukas Struppek Dominik Hintersdorf P. Schramowski Sasha Luccioni Kristian Kersting 38 120 0 07 Feb 2023
ChatGPT and Software Testing Education: Promises & Perils Sajed Jalil Suzzana Rafi Thomas D. Latoza Kevin Moran Wing Lam ELM 36 173 0 07 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 46 173 0 06 Feb 2023
Efficient Online Reinforcement Learning with Offline Data Philip J. Ball Laura M. Smith Ilya Kostrikov Sergey Levine OffRL OnRL 45 163 0 06 Feb 2023
The Gradient of Generative AI Release: Methods and Considerations Irene Solaiman 36 98 0 05 Feb 2023
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining Zekun Qi Runpei Dong Guo Fan Zheng Ge Xiangyu Zhang Kaisheng Ma Li Yi 48 118 0 05 Feb 2023
Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers K. Choromanski Shanda Li Valerii Likhosherstov Kumar Avinava Dubey Shengjie Luo Di He Yiming Yang Tamás Sarlós Thomas Weingarten Adrian Weller 39 8 0 03 Feb 2023
AdaptDiffuser: Diffusion Models as Adaptive Self-evolving Planners Zhixuan Liang Yao Mu Mingyu Ding Fei Ni Masayoshi Tomizuka Ping Luo 80 101 0 03 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 60 318 0 03 Feb 2023
Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment Hao Liu Wilson Yan Pieter Abbeel 34 25 0 02 Feb 2023
Inform the uninformed: Improving Online Informed Consent Reading with an AI-Powered Chatbot Ziang Xiao T. Li Karrie Karahalios Hari Sundaram 36 34 0 02 Feb 2023
A Survey of Deep Learning: From Activations to Transformers Johannes Schneider Michalis Vlachos ViT MedIm AI4TS AI4CE 50 10 0 01 Feb 2023
Grading Conversational Responses Of Chatbots Grant Rosario David Noever AI4MH 43 4 0 01 Feb 2023
Large Language Models Can Be Easily Distracted by Irrelevant Context Freda Shi Xinyun Chen Kanishka Misra Nathan Scales David Dohan Ed H. Chi Nathanael Scharli Denny Zhou ReLM RALM LRM 38 541 0 31 Jan 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 46 404 0 31 Jan 2023
Benchmarking Large Language Models for News Summarization Tianyi Zhang Faisal Ladhak Esin Durmus Percy Liang Kathleen McKeown Tatsunori B. Hashimoto ELM 43 487 0 31 Jan 2023