Title
Does Synthetic Data Generation of LLMs Help Clinical Text Mining? Ruixiang Tang Xiaotian Han Xiaoqian Jiang Xia Hu LM&MA AI4MH SyDa 24 171 0 08 Mar 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 19 493 0 07 Mar 2023
Extracting Accurate Materials Data from Research Papers with Conversational Language Models and Prompt Engineering Maciej P. Polak Dane Morgan 67 155 0 07 Mar 2023
CroCoSum: A Benchmark Dataset for Cross-Lingual Code-Switched Summarization Ruochen Zhang Carsten Eickhoff 40 5 0 07 Mar 2023
Abstract Visual Reasoning Enabled by Language Giacomo Camposampiero Loic Houmard Benjamin Estermann Joël Mathys Roger Wattenhofer LRM 34 12 0 07 Mar 2023
IFAN: An Explainability-Focused Interaction Framework for Humans and NLP Models Edoardo Mosca Daryna Dementieva Tohid Ebrahim Ajdari Maximilian Kummeth Kirill Gringauz Yutong Zhou Georg Groh 19 8 0 06 Mar 2023
OpenICL: An Open-Source Framework for In-context Learning Zhenyu Wu Yaoxiang Wang Jiacheng Ye Jiangtao Feng Jingjing Xu Yu Qiao Zhiyong Wu 21 49 0 06 Mar 2023
Prismer: A Vision-Language Model with Multi-Task Experts Shikun Liu Linxi Fan Edward Johns Zhiding Yu Chaowei Xiao Anima Anandkumar VLM MLLM 34 21 0 04 Mar 2023
Investigating the Translation Performance of a Large Multilingual Language Model: the Case of BLOOM Rachel Bawden François Yvon VLM LRM 25 59 0 03 Mar 2023
A Framework for Neurosymbolic Robot Action Planning using Large Language Models Alessio Capitanelli Fulvio Mastrogiovanni LM&Ro LLMAG 13 6 0 01 Mar 2023
Competence-Based Analysis of Language Models Adam Davies Jize Jiang Chengxiang Zhai ELM 21 4 0 01 Mar 2023
EvoPrompting: Language Models for Code-Level Neural Architecture Search Angelica Chen David Dohan David R. So VLM LRM 11 82 0 28 Feb 2023
Zero-Shot Cross-Lingual Summarization via Large Language Models Jiaan Wang Yunlong Liang Fandong Meng Beiqi Zou Zhixu Li Jianfeng Qu Jie Zhou ELM 19 27 0 28 Feb 2023
TabGenie: A Toolkit for Table-to-Text Generation Zdeněk Kasner E. Garanina Ondvrej Plátek Ondrej Dusek LMTD 8 8 0 27 Feb 2023
The ROOTS Search Tool: Data Transparency for LLMs Aleksandra Piktus Christopher Akiki Paulo Villegas Hugo Laurenccon Gérard Dupont A. Luccioni Yacine Jernite Anna Rogers VLM 20 29 0 27 Feb 2023
Full Stack Optimization of Transformer Inference: a Survey Sehoon Kim Coleman Hooper Thanakul Wattanawong Minwoo Kang Ruohan Yan ... Qijing Huang Kurt Keutzer Michael W. Mahoney Y. Shao A. Gholami MQ 26 100 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 8 12,159 0 27 Feb 2023
AugGPT: Leveraging ChatGPT for Text Data Augmentation Haixing Dai Zheng Liu Wenxiong Liao Xiaoke Huang Yihan Cao ... Lichao Sun Quanzheng Li Dinggang Shen Tianming Liu Xiang Li 36 148 0 25 Feb 2023
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages Asim Ersoy Gerson Vizcarra T. Mayeesha Benjamin Muller 16 2 0 23 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 24 118 0 23 Feb 2023
Natural Language Processing in the Legal Domain Daniel Martin Katz D. Hartung Lauritz Gerlach Abhik Jana M. Bommarito ELM AILaw 4 54 0 23 Feb 2023
How Does In-Context Learning Help Prompt Tuning? Simeng Sun Yang Liu Dan Iter Chenguang Zhu Mohit Iyyer VLM 18 17 0 22 Feb 2023
Guiding Large Language Models via Directional Stimulus Prompting Zekun Li Baolin Peng Pengcheng He Michel Galley Jianfeng Gao Xi Yan LLMAG LRM LM&Ro 29 94 0 22 Feb 2023
On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective Jindong Wang Xixu Hu Wenxin Hou Hao Chen Runkai Zheng ... Weirong Ye Xiubo Geng Binxing Jiao Yue Zhang Xingxu Xie AI4MH 39 219 0 22 Feb 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 19 15 0 17 Feb 2023
Speculative Decoding with Big Little Decoder Sehoon Kim K. Mangalam Suhong Moon Jitendra Malik Michael W. Mahoney A. Gholami Kurt Keutzer MoE 13 96 0 15 Feb 2023
Dictionary-based Phrase-level Prompting of Large Language Models for Machine Translation Marjan Ghazvininejad Hila Gonen Luke Zettlemoyer 24 72 0 15 Feb 2023
Team Triple-Check at Factify 2: Parameter-Efficient Large Foundation Models with Feature Representations for Multi-Modal Fact Verification Wei-Wei Du Hongfa Wu Wei-Yao Wang Wen-Chih Peng 11 5 0 12 Feb 2023
In-Context Learning with Many Demonstration Examples Mukai Li Shansan Gong Jiangtao Feng Yiheng Xu Jinchao Zhang Zhiyong Wu Lingpeng Kong 32 32 0 09 Feb 2023
Flexible, Model-Agnostic Method for Materials Data Extraction from Text Using General Purpose Language Models Maciej P. Polak S. Modi Anna Latosinska Jinming Zhang Ching-Wen Wang Shanonan Wang Ayan Deep Hazra Dane Morgan 14 21 0 09 Feb 2023
Offsite-Tuning: Transfer Learning without Full Model Guangxuan Xiao Ji Lin Song Han 32 66 0 09 Feb 2023
GPTScore: Evaluate as You Desire Jinlan Fu See-Kiong Ng Zhengbao Jiang Pengfei Liu LM&MA ALM ELM 15 260 0 08 Feb 2023
Grounding Large Language Models in Interactive Environments with Online Reinforcement Learning Thomas Carta Clément Romac Thomas Wolf Sylvain Lamprier Olivier Sigaud Pierre-Yves Oudeyer LM&Ro LLMAG 17 178 0 06 Feb 2023
Regulating ChatGPT and other Large Generative AI Models P. Hacker A. Engel M. Mauer AILaw 12 324 0 05 Feb 2023
Evaluating Large Language Models in Theory of Mind Tasks Michal Kosinskihttps://www.semanticscholar.org/me/account LLMAG LRM 8 94 0 04 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 Anji Liu Xiaojian Ma Yitao Liang LM&Ro LLMAG 52 313 0 03 Feb 2023
IC3: Image Captioning by Committee Consensus David M. Chan Austin Myers Sudheendra Vijayanarasimhan David A. Ross John F. Canny 19 17 0 02 Feb 2023
Mathematical Capabilities of ChatGPT Simon Frieder Luca Pinchetti Alexis Chevalier Ryan-Rhys Griffiths Tommaso Salvatori Thomas Lukasiewicz P. Petersen Julius Berner ELM AI4MH 14 395 0 31 Jan 2023
The Flan Collection: Designing Data and Methods for Effective Instruction Tuning Shayne Longpre Le Hou Tu Vu Albert Webson Hyung Won Chung ... Denny Zhou Quoc V. Le Barret Zoph Jason W. Wei Adam Roberts ALM 22 621 0 31 Jan 2023
Adaptive Machine Translation with Large Language Models Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way AI4CE 14 73 0 30 Jan 2023
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity Terry Yue Zhuo Yujin Huang Chunyang Chen Zhenchang Xing SILM 12 99 0 30 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 48 573 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 28 10 0 29 Jan 2023
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language Models Davis Liang Hila Gonen Yuning Mao Rui Hou Naman Goyal Marjan Ghazvininejad Luke Zettlemoyer Madian Khabsa 12 72 0 25 Jan 2023
AttMEMO : Accelerating Transformers with Memoization on Big Memory Systems Yuan Feng Hyeran Jeon F. Blagojevic Cyril Guyot Qing Li Dong Li GNN 19 3 0 23 Jan 2023
Msanii: High Fidelity Music Synthesis on a Shoestring Budget Kinyugo Maina 19 5 0 16 Jan 2023
Improving Reliability of Fine-tuning with Block-wise Optimisation Basel Barakat Qiang Huang 14 1 0 15 Jan 2023
In BLOOM: Creativity and Affinity in Artificial Lyrics and Art Evan Crothers H. Viktor Nathalie Japkowicz 22 3 0 13 Jan 2023
GPT as Knowledge Worker: A Zero-Shot Evaluation of (AI)CPA Capabilities Jillian Bommarito M. Bommarito Daniel Martin Katz Jessica Katz ELM 9 52 0 11 Jan 2023
Data Distillation: A Survey Noveen Sachdeva Julian McAuley DD 22 73 0 11 Jan 2023