Title
Language Models are Multilingual Chain-of-Thought Reasoners Freda Shi Mirac Suzgun Markus Freitag Xuezhi Wang Suraj Srivats ... Yi Tay Sebastian Ruder Denny Zhou Dipanjan Das Jason W. Wei ReLM LRM 276 369 0 06 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 293 100 0 06 Oct 2022
Efficiently Enhancing Zero-Shot Performance of Instruction Following Model via Retrieval of Soft Prompt Seonghyeon Ye Joel Jang Doyoung Kim Yongrae Jo Minjoon Seo VLM 106 2 0 06 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 123 25 0 06 Oct 2022
MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text Wenhu Chen Hexiang Hu Xi Chen Pat Verga William W. Cohen RALM 102 160 0 06 Oct 2022
Binding Language Models in Symbolic Languages Zhoujun Cheng Tianbao Xie Peng Shi Chengzu Li Rahul Nadkarni ... Dragomir R. Radev Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu LMTD 237 215 0 06 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 504 3,007 0 06 Oct 2022
Learning to Reason With Relational Abstractions A. Nam Mengye Ren Chelsea Finn James L. McClelland ReLM LRM 107 5 0 06 Oct 2022
Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Mohammad Reza Taesiri Finlay Macklon Yihe Wang Hengshuo Shen Cor-Paul Bezemer ELM LLMAG MLLM 90 13 0 05 Oct 2022
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model Jacob Eisenstein D. Andor Bernd Bohnet Michael Collins David M. Mimno LRM 308 25 0 05 Oct 2022
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 308 219 0 05 Oct 2022
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng Zhang Yuxiao Dong Jie Tang BDL LRM 409 1,103 0 05 Oct 2022
Decomposed Prompting: A Modular Approach for Solving Complex Tasks Tushar Khot H. Trivedi Matthew Finlayson Yao Fu Kyle Richardson Peter Clark Ashish Sabharwal ReLM LRM 192 452 0 05 Oct 2022
COMPS: Conceptual Minimal Pair Sentences for testing Robust Property Knowledge and its Inheritance in Pre-trained Language Models Kanishka Misra Julia Taylor Rayz Allyson Ettinger 132 10 0 05 Oct 2022
Text Characterization Toolkit Daniel Simig Tianlu Wang Verna Dankers Peter Henderson Khuyagbaatar Batsuren Dieuwke Hupkes Mona T. Diab 64 0 0 04 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 277 65 0 04 Oct 2022
ThinkSum: Probabilistic reasoning over sets using large language models Batu Mehmet Ozturkler Nikolay Malkin Zhen Wang Nebojsa Jojic ReLM LRM 140 22 0 04 Oct 2022
Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought Abulhair Saparov He He ELM LRM ReLM 307 315 0 03 Oct 2022
Robust Active Distillation Cenk Baykal Khoa Trinh Fotis Iliopoulos Gaurav Menghani Erik Vee 88 11 0 03 Oct 2022
ContraCLM: Contrastive Learning For Causal Language Model Nihal Jain Dejiao Zhang Wasi Uddin Ahmad Zijian Wang Feng Nan ... Ramesh Nallapati Baishakhi Ray Parminder Bhatia Xiaofei Ma Bing Xiang 81 17 0 03 Oct 2022
Towards a Unified View on Visual Parameter-Efficient Transfer Learning Bruce X. B. Yu Jianlong Chang Lin Liu Qi Tian Changan Chen VPVLM VLM 115 36 0 03 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 265 446 0 03 Oct 2022
A Non-monotonic Self-terminating Language Model Eugene Choi Kyunghyun Cho Cheolhyoung Lee LRM 42 0 0 03 Oct 2022
FRMT: A Benchmark for Few-Shot Region-Aware Machine Translation Parker Riley Timothy Dozat Jan A. Botha Xavier Garcia Dan Garrette Jason Riesa Orhan Firat Noah Constant 130 18 0 01 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 116 10 0 01 Oct 2022
FAIR for AI: An interdisciplinary and international community building perspective Eliu A. Huerta Ben Blaiszik L. C. Brinson Kristofer E Bouchard Daniel Madrigal Diaz ... Fotis Psomopoulos Avik Roy Oliver Rübel Zhizhen Zhao Ruike Zhu 66 46 0 30 Sep 2022
Differentially Private Bias-Term Fine-tuning of Foundation Models Zhiqi Bu Yu Wang Sheng Zha George Karypis 135 48 0 30 Sep 2022
Summarizing text to embed qualitative data into visualizations R. Brath 15 1 0 29 Sep 2022
Compositional Semantic Parsing with Large Language Models Andrew Drozdov Nathanael Scharli Ekin Akyuurek Nathan Scales Xinying Song Xinyun Chen Olivier Bousquet Denny Zhou ReLM LRM 271 94 0 29 Sep 2022
Spotlight: Mobile UI Understanding using Vision-Language Models with a Focus Gang Li Yang Li 115 70 0 29 Sep 2022
DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing Yanjun Gao Dmitriy Dligach Timothy A. Miller John R. Caskey Brihat Sharma M. Churpek Majid Afshar ELM LRM 106 21 0 29 Sep 2022
ButterflyFlow: Building Invertible Layers with Butterfly Matrices Chenlin Meng Linqi Zhou Kristy Choi Tri Dao Stefano Ermon TPM 169 12 0 28 Sep 2022
EditEval: An Instruction-Based Benchmark for Text Improvements Jane Dwivedi-Yu Timo Schick Zhengbao Jiang Maria Lomeli Patrick Lewis Gautier Izacard Edouard Grave Sebastian Riedel Fabio Petroni 104 28 0 27 Sep 2022
Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour Fangyu Liu Julian Martin Eisenschlos Jeremy R. Cole Nigel Collier 96 4 0 26 Sep 2022
Can Large Language Models Truly Understand Prompts? A Case Study with Negated Prompts Joel Jang Seonghyeon Ye Minjoon Seo ELM LRM 164 64 0 26 Sep 2022
Learning to Drop Out: An Adversarial Approach to Training Sequence VAEs Ðorðe Miladinovic Kumar Shridhar Kushal Kumar Jain Max B. Paulus J. M. Buhmann Mrinmaya Sachan Carl Allen DRL 110 5 0 26 Sep 2022
News Summarization and Evaluation in the Era of GPT-3 Tanya Goyal Junyi Jessy Li Greg Durrett ELM 138 412 0 26 Sep 2022
Re-contextualizing Fairness in NLP: The Case of India Shaily Bhatt Sunipa Dev Partha P. Talukdar Shachi Dave Vinodkumar Prabhakaran 113 61 0 25 Sep 2022
WinoDict: Probing language models for in-context word acquisition Julian Martin Eisenschlos Jeremy R. Cole Fangyu Liu William W. Cohen KELM 65 13 0 25 Sep 2022
Multiple-Choice Question Generation: Towards an Automated Assessment Framework Vatsal Raina Mark Gales AI4Ed ELM 75 35 0 23 Sep 2022
Predicting the Future of AI with AI: High-quality link prediction in an exponentially growing knowledge network Mario Krenn L. Buffoni B. Coutinho S. Eppel J. Foster ... Ngoc M. Tran Francisco Valente Yangxinyu Xie Rose Yu Michael K Kopp 104 51 0 23 Sep 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 80 9 0 23 Sep 2022
Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation Xuesu Xiao Tingnan Zhang K. Choromanski Edward J. Lee Anthony G. Francis ... Leila Takayama Roy Frostig Jie Tan Carolina Parada Vikas Sindhwani 162 55 0 22 Sep 2022
WeLM: A Well-Read Pre-trained Language Model for Chinese Hui Su Xiao Zhou Houjin Yu Xiaoyu Shen Yuwen Chen Zilin Zhu Yang Yu Jie Zhou 95 23 0 21 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 388 341 0 21 Sep 2022
Open-vocabulary Queryable Scene Representations for Real World Planning Boyuan Chen F. Xia Brian Ichter Kanishka Rao K. Gopalakrishnan Michael S. Ryoo Austin Stone Daniel Kappler LM&Ro 221 187 0 20 Sep 2022
Enabling Conversational Interaction with Mobile UI using Large Language Models Bryan Wang Gang Li Yang Li 219 146 0 18 Sep 2022
Hydra Attention: Efficient Attention with Many Heads Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Judy Hoffman 156 80 0 15 Sep 2022
PaLI: A Jointly-Scaled Multilingual Language-Image Model Xi Chen Tianlin Li Soravit Changpinyo A. Piergiovanni Piotr Padlewski ... Andreas Steiner A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut MLLM VLM 238 742 0 14 Sep 2022
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest Jack Hessel Ana Marasović Jena D. Hwang Lillian Lee Jeff Da Rowan Zellers Robert Mankoff Yejin Choi VLM 123 91 0 13 Sep 2022