Title
DetectGPT: Zero-Shot Machine-Generated Text Detection using Probability Curvature E. Mitchell Yoonho Lee Alexander Khazatsky Christopher D. Manning Chelsea Finn 151 633 0 26 Jan 2023
Affective Faces for Goal-Driven Dyadic Communication Scott Geng Revant Teotia Purva Tendulkar Sachit Menon Carl Vondrick VGen 57 20 0 26 Jan 2023
ClimaX: A foundation model for weather and climate Tung Nguyen Johannes Brandstetter Ashish Kapoor Jayesh K. Gupta Aditya Grover AI4Cl AI4CE 128 271 0 24 Jan 2023
Blacks is to Anger as Whites is to Joy? Understanding Latent Affective Bias in Large Pre-trained Neural Language Models Anoop Kadan P Deepak Sahely Bhadra Manjary P.Gangan L. LajishV. 41 2 0 21 Jan 2023
SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction Zhiqi Lin Youshan Miao Guodong Liu Xiaoxiang Shi Quanlu Zhang ... Xu Cao Cheng-Wu Li Mao Yang Lintao Zhang Lidong Zhou 68 6 0 21 Jan 2023
ExClaim: Explainable Neural Claim Verification Using Rationalization Sai Gurrapu Lifu Huang Feras A. Batarseh AAML 94 9 0 21 Jan 2023
Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness Shuaichen Chang Jun Wang Mingwen Dong Lin Pan Henghui Zhu ... William Yang Wang Zhiguo Wang Vittorio Castelli Patrick Ng Bing Xiang OOD 105 35 0 21 Jan 2023
Batch Prompting: Efficient Inference with Large Language Model APIs Zhoujun Cheng Jungo Kasai Tao Yu LRM 107 78 0 19 Jan 2023
Towards Models that Can See and Read Roy Ganz Oren Nuriel Aviad Aberdam Yair Kittenplon Shai Mazor Ron Litman 77 13 0 18 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 143 300 0 17 Jan 2023
Transformers as Algorithms: Generalization and Stability in In-context Learning Yingcong Li M. E. Ildiz Dimitris Papailiopoulos Samet Oymak 118 174 0 17 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 130 215 0 16 Jan 2023
Leveraging Large Language Models to Power Chatbots for Collecting User Self-Reported Data Jing Wei Sungdong Kim Hyunhoon Jung Young-Ho Kim 103 89 0 14 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Songlin Yang Yining Hong Hao Zhang Chuang Gan LRM VLM 118 41 0 12 Jan 2023
Language Cognition and Language Computation -- Human and Machine Language Understanding Shaonan Wang Nai Ding Nan Lin Jiajun Zhang Chengqing Zong 80 2 0 12 Jan 2023
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference R. Brath Daniel A. Keim Johannes Knittel Shimei Pan Pia Sommerauer Hendrik Strobelt 51 12 0 11 Jan 2023
Topics in Contextualised Attention Embeddings Mozhgan Talebpour A. G. S. D. Herrera Shoaib Jameel 71 2 0 11 Jan 2023
SantaCoder: don't reach for the stars! Loubna Ben Allal Raymond Li Denis Kocetkov Chenghao Mou Christopher Akiki ... Sean M. Hughes Daniel Fried Arjun Guha H. D. Vries Leandro von Werra 212 200 0 09 Jan 2023
MAQA: A Multimodal QA Benchmark for Negation Judith Yue Li Aren Jansen Qingqing Huang Joonseok Lee Ravi Ganti Dima Kuzmin 81 5 0 09 Jan 2023
Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers Chengyi Wang Sanyuan Chen Yu-Huan Wu Zi-Hua Zhang Long Zhou ... Huaming Wang Jinyu Li Lei He Sheng Zhao Furu Wei 205 727 0 05 Jan 2023
Second Thoughts are Best: Learning to Re-Align With Human Values from Text Edits Ruibo Liu Chenyan Jia Ge Zhang Ziyu Zhuang Tony X. Liu Soroush Vosoughi 208 36 0 01 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 249 169 0 31 Dec 2022
A Survey on In-context Learning Qingxiu Dong Lei Li Damai Dai Ce Zheng Jingyuan Ma ... Zhiyong Wu Baobao Chang Xu Sun Lei Li Zhifang Sui ReLM AIMat 167 547 0 31 Dec 2022
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports Katharina Jeblick B. Schachtner Jakob Dexl Andreas Mittermeier Anna Theresa Stüber ... Tobias Weber Philipp Wesp B. Sabel J. Ricke Michael Ingrisch LM&MA MedIm 178 403 0 30 Dec 2022
Cramming: Training a Language Model on a Single GPU in One Day Jonas Geiping Tom Goldstein MoE 122 91 0 28 Dec 2022
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Percy Liang Christopher Potts Matei A. Zaharia RALM KELM 124 269 0 28 Dec 2022
Hungry Hungry Hippos: Towards Language Modeling with State Space Models Daniel Y. Fu Tri Dao Khaled Kamal Saab A. Thomas Atri Rudra Christopher Ré 164 406 0 28 Dec 2022
Large Language Models Encode Clinical Knowledge K. Singhal Shekoofeh Azizi T. Tu S. S. Mahdavi Jason W. Wei ... A. Rajkomar Joelle Barral Christopher Semturs Alan Karthikesalingam Vivek Natarajan LM&MA ELM AI4MH 361 2,421 0 26 Dec 2022
OPT-IML: Scaling Language Model Instruction Meta Learning through the Lens of Generalization Srinivasan Iyer Xi Lin Ramakanth Pasunuru Todor Mihaylov Daniel Simig ... Jeff Wang Christopher Dewan Asli Celikyilmaz Luke Zettlemoyer Veselin Stoyanov ALM 214 268 0 22 Dec 2022
A Mathematical Framework for Learning Probability Distributions Hongkang Yang 113 7 0 22 Dec 2022
What do LLMs Know about Financial Markets? A Case Study on Reddit Market Sentiment Analysis Xiang Deng Vasilisa Bashlovkina Feng Han Simon Baumgartner Michael Bendersky 78 46 0 21 Dec 2022
Contrastive Language-Vision AI Models Pretrained on Web-Scraped Multimodal Data Exhibit Sexual Objectification Bias Robert Wolfe Yiwei Yang Billy Howe Aylin Caliskan DiffM 142 57 0 21 Dec 2022
From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models Jiaxian Guo Junnan Li Dongxu Li A. M. H. Tiong Boyang Albert Li Dacheng Tao Steven C. H. Hoi VLM MLLM 101 118 0 21 Dec 2022
ORCA: A Challenging Benchmark for Arabic Language Understanding AbdelRahim Elmadany El Moatez Billah Nagoudi Muhammad Abdul-Mageed ELM 111 46 0 21 Dec 2022
JASMINE: Arabic GPT Models for Few-Shot Learning El Moatez Billah Nagoudi Muhammad Abdul-Mageed AbdelRahim Elmadany Alcides Alcoba Inciarte Md. Tawkat Islam Khondaker 79 9 0 21 Dec 2022
Character-Aware Models Improve Visual Text Rendering Rosanne Liu Daniel H Garrette Chitwan Saharia William Chan Adam Roberts Sharan Narang Irina Blok R. Mical Mohammad Norouzi Noah Constant VLM 124 74 0 20 Dec 2022
A Length-Extrapolatable Transformer Yutao Sun Li Dong Barun Patra Shuming Ma Shaohan Huang Alon Benhaim Vishrav Chaudhary Xia Song Furu Wei 124 124 0 20 Dec 2022
A Survey of Deep Learning for Mathematical Reasoning Pan Lu Liang Qiu Wenhao Yu Sean Welleck Kai-Wei Chang ReLM LRM 135 150 0 20 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 164 611 0 20 Dec 2022
DePlot: One-shot visual language reasoning by plot-to-table translation Fangyu Liu Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Chenxi Pang Kenton Lee Mandar Joshi Wenhu Chen Nigel Collier Yasemin Altun VLM ReLM LRM 114 102 0 20 Dec 2022
Precise Zero-Shot Dense Retrieval without Relevance Labels Luyu Gao Xueguang Ma Jimmy J. Lin Jamie Callan RALM 109 342 0 20 Dec 2022
LAMBADA: Backward Chaining for Automated Reasoning in Natural Language Seyed Mehran Kazemi Najoung Kim Deepti Bhatia Xinyuan Xu Deepak Ramachandran LRM 122 81 0 20 Dec 2022
Little Red Riding Hood Goes Around the Globe:Crosslingual Story Planning and Generation with Large Language Models E. Razumovskaia Joshua Maynez Annie Louis Mirella Lapata Shashi Narayan LRM 71 5 0 20 Dec 2022
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization Hyunwoo J. Kim Jack Hessel Liwei Jiang Peter West Ximing Lu ... Ronan Le Bras Malihe Alikhani Gunhee Kim Maarten Sap Yejin Choi HILM 145 171 0 20 Dec 2022
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 97 250 0 20 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 219 645 0 20 Dec 2022
To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering Dheeru Dua Emma Strubell Sameer Singh Pat Verga OOD 101 3 0 20 Dec 2022
Data Curation Alone Can Stabilize In-context Learning Ting-Yun Chang Robin Jia 80 54 0 20 Dec 2022
True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4 Maksym Del Mark Fishel RALM ELM ReLM LRM 64 21 0 20 Dec 2022
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 165 351 0 20 Dec 2022