DREAM: Improving Situational QA by First Elaborating the Situation

16 December 2021

Yuling Gu

Papers citing "DREAM: Improving Situational QA by First Elaborating the Situation"

31 / 31 papers shown

Title
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 738 9,267 0 28 Jan 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 77 699 0 16 Dec 2021
Contextualized Scene Imagination for Generative Commonsense Reasoning Peifeng Wang Jonathan Zamora Junfeng Liu Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 65 16 0 12 Dec 2021
Show Your Work: Scratchpads for Intermediate Computation with Language Models Maxwell Nye Anders Andreassen Guy Gur-Ari Henryk Michalewski Jacob Austin ... Aitor Lewkowycz Maarten Bosma D. Luan Charles Sutton Augustus Odena ReLM LRM 159 737 0 30 Nov 2021
Think about it! Improving defeasible reasoning by first modeling the question scenario Cencheng Shen Niket Tandon Ha Trinh Peter Clark Yiming Yang Eduard H. Hovy LRM ReLM 68 31 0 24 Oct 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 113 321 0 15 Oct 2021
General-Purpose Question-Answering with Macaw Oyvind Tafjord Peter Clark SyDa ELM MLLM 56 60 0 06 Sep 2021
Towards General Natural Language Understanding with Probabilistic Worldbuilding Abulhair Saparov Tom Michael Mitchell 59 6 0 06 May 2021
How Many Data Points is a Prompt Worth? Teven Le Scao Alexander M. Rush VLM 143 302 0 15 Mar 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 314 366 0 01 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 358 1,370 0 17 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 213 4,244 0 01 Jan 2021
Moral Stories: Situated Reasoning about Norms, Intents, Actions, and their Consequences Denis Emelin Ronan Le Bras Jena D. Hwang Maxwell Forbes Yejin Choi LRM 99 129 0 31 Dec 2020
Social Chemistry 101: Learning to Reason about Social and Moral Norms Maxwell Forbes Jena D. Hwang Vered Shwartz Maarten Sap Yejin Choi 50 266 0 01 Nov 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Jena D. Hwang Chandra Bhagavatula Ronan Le Bras Jeff Da Keisuke Sakaguchi Antoine Bosselut Yejin Choi 73 409 0 12 Oct 2020
Inquisitive Question Generation for High Level Text Comprehension Wei-Jen Ko Tengyang Chen Yiyan Huang Greg Durrett Junyi Jessy Li 28 48 0 04 Oct 2020
Aligning AI With Shared Human Values Dan Hendrycks Collin Burns Steven Basart Andrew Critch Jingkai Li D. Song Jacob Steinhardt 137 548 0 05 Aug 2020
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines Marius Mosbach Maksym Andriushchenko Dietrich Klakow 144 357 0 08 Jun 2020
BERT-kNN: Adding a kNN Search Component to Pretrained Language Models for Better QA Nora Kassner Hinrich Schütze RALM 72 68 0 02 May 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 120 735 0 02 May 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 61 262 0 11 Apr 2020
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 92 222 0 10 Feb 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 123 1,402 0 28 Nov 2019
Generalization through Memorization: Nearest Neighbor Language Models Urvashi Khandelwal Omer Levy Dan Jurafsky Luke Zettlemoyer M. Lewis RALM 146 837 0 01 Nov 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 371 20,053 0 23 Oct 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 63 115 0 16 Aug 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 74 564 0 06 Jun 2019
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 64 116 0 31 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.5K 94,511 0 11 Oct 2018
Modeling Naive Psychology of Characters in Simple Commonsense Stories Hannah Rashkin Antoine Bosselut Maarten Sap Kevin Knight Yejin Choi 43 103 0 16 May 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform Matt Gardner Joel Grus Mark Neumann Oyvind Tafjord Pradeep Dasigi Nelson F. Liu Matthew E. Peters Michael Schmitz Luke Zettlemoyer VLM 76 1,281 0 20 Mar 2018