Title
Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation Jessica Huynh Cathy Jiao Prakhar Gupta Shikib Mehri Payal Bajaj Vishrav Chaudhary M. Eskénazi ELM LM&MA 31 16 0 27 Jan 2023
Projected Subnetworks Scale Adaptation Siddhartha Datta N. Shadbolt VLM CLL 28 0 0 27 Jan 2023
Interactive-Chain-Prompting: Ambiguity Resolution for Crosslingual Conditional Generation with Interaction Jonathan Pilault Xavier Garcia Arthur Bravzinskas Orhan Firat AI4CE LRM 19 17 0 24 Jan 2023
Prompting Large Language Model for Machine Translation: A Case Study Biao Zhang Barry Haddow Alexandra Birch LRM 27 275 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 29 209 0 16 Jan 2023
Progress measures for grokking via mechanistic interpretability Neel Nanda Lawrence Chan Tom Lieberum Jess Smith Jacob Steinhardt 49 383 0 12 Jan 2023
Can Large Language Models Change User Preference Adversarially? Varshini Subhash AAML 40 8 0 05 Jan 2023
How would Stance Detection Techniques Evolve after the Launch of ChatGPT? Bowen Zhang Daijun Ding Liwen Jing 36 106 0 30 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 48 2,185 0 26 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 47 42 0 21 Dec 2022
Crowd Score: A Method for the Evaluation of Jokes using Large Language Model AI Voters as Judges Fabrício Góes Zisen Zhou Piotr Sawicki M. Grzes Daniel Brown 19 9 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 32 107 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 33 7 0 21 Dec 2022
Evaluation for Change Rishi Bommasani ELM 40 0 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 22 5 0 20 Dec 2022
Towards Reasoning in Large Language Models: A Survey Jie Huang Kevin Chen-Chuan Chang LM&MA ELM LRM 29 586 0 20 Dec 2022
Data Curation Alone Can Stabilize In-context Learning Ting-Yun Chang Robin Jia 27 51 0 20 Dec 2022
Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering Zhiyong Wu Yaoxiang Wang Jiacheng Ye Lingpeng Kong 41 119 0 20 Dec 2022
Large Language Models Are Reasoning Teachers Namgyu Ho Laura Schmid Se-Young Yun ReLM ELM LRM 37 317 0 20 Dec 2022
KNIFE: Distilling Reasoning Knowledge From Free-Text Rationales Aaron Chan Zhiyuan Zeng Wyatt Lake Brihi Joshi Hanjie Chen Xiang Ren ReLM LRM 37 1 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 71 311 0 19 Dec 2022
Emergent Analogical Reasoning in Large Language Models Taylor Webb K. Holyoak Hongjing Lu ReLM ELM LRM AI4CE 38 291 0 19 Dec 2022
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale Hritik Bansal Karthik Gopalakrishnan Saket Dingliwal S. Bodapati Katrin Kirchhoff Dan Roth LRM 30 48 0 18 Dec 2022
Efficient Self-supervised Learning with Contextualized Target Representations for Vision, Speech and Language Alexei Baevski Arun Babu Wei-Ning Hsu Michael Auli VLM SSL 32 92 0 14 Dec 2022
Despite "super-human" performance, current LLMs are unsuited for decisions about ethics and safety Joshua Albrecht Ellie Kitanidis Abraham J. Fetterman ELM ReLM ALM LRM 27 17 0 13 Dec 2022
Thinking Fast and Slow in Large Language Models Thilo Hagendorff Sarah Fabi Michal Kosinski LLMAG LRM 12 137 0 10 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 44 4 0 07 Dec 2022
Talking About Large Language Models Murray Shanahan AI4CE 23 242 0 07 Dec 2022
Spuriosity Rankings: Sorting Data to Measure and Mitigate Biases Mazda Moayeri Wenxiao Wang Sahil Singla S. Feizi 69 14 0 05 Dec 2022
Distilling Reasoning Capabilities into Smaller Language Models Kumar Shridhar Alessandro Stolfo Mrinmaya Sachan LRM ReLM 25 158 0 01 Dec 2022
Explicit Knowledge Transfer for Weakly-Supervised Code Generation Zhangir Azerbayev Ansong Ni Hailey Schoelkopf Dragomir R. Radev 26 4 0 30 Nov 2022
Understanding BLOOM: An empirical study on diverse NLP tasks Parag Dakle Sai Krishna Rallabandi Preethi Raghavan AI4CE 39 3 0 27 Nov 2022
GPT-3-driven pedagogical agents for training children's curious question-asking skills Rania Abdelghani Yen-Hsiang Wang Xingdi Yuan Tong Wang Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 42 100 0 25 Nov 2022
TorchScale: Transformers at Scale Shuming Ma Hongyu Wang Shaohan Huang Wenhui Wang Zewen Chi ... Alon Benhaim Barun Patra Vishrav Chaudhary Xia Song Furu Wei AI4CE 22 10 0 23 Nov 2022
Deanthropomorphising NLP: Can a Language Model Be Conscious? Matthew Shardlow Piotr Przybyła 29 5 0 21 Nov 2022
Interpretable Scientific Discovery with Symbolic Regression: A Review N. Makke S. Chawla 38 93 0 20 Nov 2022
Efficient Transformers with Dynamic Token Pooling Piotr Nawrot J. Chorowski Adrian Lañcucki E. Ponti 20 42 0 17 Nov 2022
Teaching Algorithmic Reasoning via In-context Learning Hattie Zhou Azade Nova Hugo Larochelle Rameswar Panda Behnam Neyshabur Hanie Sedghi LRM ReLM 35 108 0 15 Nov 2022
Logical Tasks for Measuring Extrapolation and Rule Comprehension Ippei Fujisawa Ryota Kanai ELM LRM 28 4 0 14 Nov 2022
EVA: Exploring the Limits of Masked Visual Representation Learning at Scale Yuxin Fang Wen Wang Binhui Xie Quan-Sen Sun Ledell Yu Wu Xinggang Wang Tiejun Huang Xinlong Wang Yue Cao VLM CLIP 87 679 0 14 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 24 123 0 11 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 118 2,315 0 09 Nov 2022
Active Example Selection for In-Context Learning Yiming Zhang Shi Feng Chenhao Tan SILM LRM 32 187 0 08 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
Inverse scaling can become U-shaped Jason W. Wei Najoung Kim Yi Tay Quoc V. Le LRM 29 60 0 03 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 21 834 0 03 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 21 59 0 03 Nov 2022
Towards Better Out-of-Distribution Generalization of Neural Algorithmic Reasoning Tasks Sadegh Mahdavi Kevin Swersky Thomas Kipf Milad Hashemi Christos Thrampoulidis Renjie Liao LRM OOD NAI 49 25 0 01 Nov 2022
Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 small Kevin Wang Alexandre Variengien Arthur Conmy Buck Shlegeris Jacob Steinhardt 212 497 0 01 Nov 2022
Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 Irina Bigoulaeva Rachneet Sachdeva Harish Tayyar Madabushi Aline Villavicencio Iryna Gurevych LRM 53 5 0 31 Oct 2022