Title
Multitask Vision-Language Prompt Tuning Sheng Shen Shijia Yang Tianjun Zhang Bohan Zhai Joseph E. Gonzalez Kurt Keutzer Trevor Darrell VLM VPVLM 104 52 0 21 Nov 2022
Unsupervised Explanation Generation via Correct Instantiations Sijie Cheng Zhiyong Wu Jiangjie Chen Zhixing Li Yang Liu Lingpeng Kong ReLM LRM 78 5 0 21 Nov 2022
PAL: Program-aided Language Models Luyu Gao Aman Madaan Shuyan Zhou Uri Alon Pengfei Liu Yiming Yang Jamie Callan Graham Neubig ReLM LRM 116 462 0 18 Nov 2022
Visual Programming: Compositional visual reasoning without training Tanmay Gupta Aniruddha Kembhavi ReLM VLM LRM 153 439 0 18 Nov 2022
Prompting PaLM for Translation: Assessing Strategies and Performance David Vilar Markus Freitag Colin Cherry Jiaming Luo Viresh Ratnakar George F. Foster LRM 114 167 0 16 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 123 782 0 16 Nov 2022
QAmeleon: Multilingual QA with Only 5 Examples Priyanka Agrawal Chris Alberti Fantine Huot Joshua Maynez Ji Ma Sebastian Ruder Kuzman Ganchev Dipanjan Das Mirella Lapata 65 30 0 15 Nov 2022
Teaching Algorithmic Reasoning via In-context Learning Hattie Zhou Azade Nova Hugo Larochelle Rameswar Panda Behnam Neyshabur Hanie Sedghi LRM ReLM 111 117 0 15 Nov 2022
Logical Tasks for Measuring Extrapolation and Rule Comprehension Ippei Fujisawa Ryota Kanai ELM LRM 66 4 0 14 Nov 2022
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding Mirac Suzgun Luke Melas-Kyriazi Dan Jurafsky 72 46 0 14 Nov 2022
UGIF: UI Grounded Instruction Following S. Venkatesh Partha P. Talukdar S. Narayanan 125 12 0 14 Nov 2022
Towards a Mathematics Formalisation Assistant using Large Language Models Ayush Agrawal Siddhartha Gadgil Navin Goyal Ashvni Narayanan Anand Tadipatri 82 17 0 14 Nov 2022
Metaphors We Learn By Roland Memisevic 52 0 0 11 Nov 2022
Complex Reading Comprehension Through Question Decomposition Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari ReLM 74 10 0 07 Nov 2022
Measuring Progress on Scalable Oversight for Large Language Models Sam Bowman Jeeyoon Hyun Ethan Perez Edwin Chen Craig Pettit ... Tristan Hume Yuntao Bai Zac Hatfield-Dodds Benjamin Mann Jared Kaplan ALM ELM 100 132 0 04 Nov 2022
Inverse scaling can become U-shaped Jason W. Wei Najoung Kim Yi Tay Quoc V. Le LRM 102 64 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 195 903 0 03 Nov 2022
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation Yanyang Li Jianqiao Zhao Michael R. Lyu Liwei Wang 60 16 0 03 Nov 2022
PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales Peifeng Wang Aaron Chan Filip Ilievski Muhao Chen Xiang Ren LRM ReLM 103 65 0 03 Nov 2022
Natural Language Deduction with Incomplete Information Zayne Sprague Kaj Bostrom Swarat Chaudhuri Greg Durrett LRM 93 17 0 01 Nov 2022
ClassActionPrediction: A Challenging Benchmark for Legal Judgment Prediction of Class Action Cases in the US Gil Semo Dor Bernsohn Ben Hagag Gila Hayat Joel Niklaus AILaw ELM 95 20 0 01 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 110 35 0 01 Nov 2022
Generating Sequences by Learning to Self-Correct Sean Welleck Ximing Lu Peter West Faeze Brahman T. Shen Daniel Khashabi Yejin Choi LRM 108 237 0 31 Oct 2022
Trade-off Between Efficiency and Consistency for Removal-based Explanations Yifan Zhang Haowei He Zhiyuan Tan Yang Yuan FAtt 82 4 0 31 Oct 2022
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees Tengxiao Liu Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng Zhang LRM 75 14 0 31 Oct 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts Ben Zhou Kyle Richardson Xiaodong Yu Dan Roth ReLM 99 22 0 30 Oct 2022
Solving Math Word Problems via Cooperative Reasoning induced Language Models Xinyu Zhu Junjie Wang Lin Zhang Yuxiang Zhang Ruyi Gan Jiaxing Zhang Yujiu Yang ReLM LRM 139 84 0 28 Oct 2022
Towards Language-driven Scientific AI José Manuél Gómez-Pérez 40 0 0 27 Oct 2022
Can language models handle recursively nested grammatical structures? A case study on comparing models and humans Andrew Kyle Lampinen ReLM ELM 121 36 0 27 Oct 2022
Broken Neural Scaling Laws Ethan Caballero Kshitij Gupta Irina Rish David M. Krueger 102 76 0 26 Oct 2022
Same Pre-training Loss, Better Downstream: Implicit Bias Matters for Language Models Hong Liu Sang Michael Xie Zhiyuan Li Tengyu Ma AI4CE 126 55 0 25 Oct 2022
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen Alexandros Papangelis Chenyang Tao Andrew Rosenbaum Seokhwan Kim Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 108 35 0 25 Oct 2022
XRICL: Cross-lingual Retrieval-Augmented In-Context Learning for Cross-lingual Text-to-SQL Semantic Parsing Peng Shi Rui Zhang Richard He Bai Jimmy J. Lin RALM 98 45 0 25 Oct 2022
Does Self-Rationalization Improve Robustness to Spurious Correlations? Alexis Ross Matthew E. Peters Ana Marasović LRM 104 13 0 24 Oct 2022
TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Bases Yiheng Shu Zhiwei Yu Yuhan Li Börje F. Karlsson Tingting Ma Yuzhong Qu Chin-Yew Lin 81 74 0 24 Oct 2022
Towards Generalizable and Robust Text-to-SQL Parsing Chang Gao Bowen Li Wenxuan Zhang W. Lam Binhua Li Fei Huang Luo Si Yongbin Li 107 8 0 23 Oct 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning Oyvind Tafjord Bhavana Dalvi Peter Clark ReLM KELM LRM 158 54 0 21 Oct 2022
WikiWhy: Answering and Explaining Cause-and-Effect Questions Matthew Ho Aditya Sharma Justin Chang Michael Stephen Saxon Sharon Levy Yujie Lu William Yang Wang ReLM KELM LRM 152 19 0 21 Oct 2022
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications Christo Kurisummoottil Thomas Walid Saad 76 34 0 21 Oct 2022
A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models Alessandro Stolfo Zhijing Jin Kumar Shridhar Bernhard Schölkopf Mrinmaya Sachan ELM OOD LRM 127 66 0 21 Oct 2022
Large Language Models Can Self-Improve Jiaxin Huang S. Gu Le Hou Yuexin Wu Xuezhi Wang Hongkun Yu Jiawei Han ReLM AI4MH LRM 213 617 0 20 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 277 3,175 0 20 Oct 2022
Transcending Scaling Laws with 0.1% Extra Compute Yi Tay Jason W. Wei Hyung Won Chung Vinh Q. Tran David R. So ... Donald Metzler Slav Petrov N. Houlsby Quoc V. Le Mostafa Dehghani LRM 109 71 0 20 Oct 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin Tiejun Zhao Chin-Yew Lin Nan Duan LRM CoGe 72 2 0 20 Oct 2022
Transformers Learn Shortcuts to Automata Bingbin Liu Jordan T. Ash Surbhi Goel A. Krishnamurthy Cyril Zhang OffRL LRM 159 178 0 19 Oct 2022
Robustness of Demonstration-based Learning Under Limited Data Scenario Hongxin Zhang Yanzhe Zhang Ruiyi Zhang Diyi Yang 88 15 0 19 Oct 2022
CPL: Counterfactual Prompt Learning for Vision and Language Models Xuehai He Diji Yang Weixi Feng Tsu-Jui Fu Arjun Reddy Akula Varun Jampani P. Narayana Sugato Basu William Yang Wang Xinze Wang VPVLM VLM 89 15 0 19 Oct 2022
JECC: Commonsense Reasoning Tasks Derived from Interactive Fictions Mo Yu Yi Gu Xiaoxiao Guo Yufei Feng Xiao-Dan Zhu Michael A. Greenspan Murray Campbell Chuang Gan LRM 63 0 0 18 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 77 8 0 18 Oct 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 94 204 0 17 Oct 2022