UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training

23 February 2022

Daniel Khashabi

Papers citing "UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training"

24 / 24 papers shown

Title
Paraphrasing in Affirmative Terms Improves Negation Understanding MohammadHossein Rezaei Eduardo Blanco 42 1 0 11 Jun 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking Zhenyun Deng M. Schlichtkrull Andreas Vlachos HILM 40 3 0 05 Jun 2024
Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey Xi Fang Weijie Xu Fiona Anting Tan Jiani Zhang Ziqing Hu Yanjun Qi Scott Nickleach Diego Socolinsky Srinivasan H. Sengamedu Christos Faloutsos LMTD ALM 37 65 0 27 Feb 2024
Tackling VQA with Pretrained Foundation Models without Further Training Alvin De Jun Tan Bingquan Shen MLLM 26 1 0 27 Sep 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models Siheng Li Cheng Yang Yichun Yin Xinyu Zhu Ze-Long Cheng Lifeng Shang Xin Jiang Qun Liu Yujiu Yang SyDa 27 3 0 12 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 27 2 0 02 Aug 2023
EMBRACE: Evaluation and Modifications for Boosting RACE M. Zyrianova Dmytro Kalpakchi Johan Boye 19 1 0 15 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 24 30 0 13 May 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation KAI-QING Zhou Kai Zheng Connor Pryor Yilin Shen Hongxia Jin Lise Getoor X. Wang 18 107 0 30 Jan 2023
Multitask Instruction-based Prompting for Fallacy Recognition Tariq Alhindi Tuhin Chakrabarty Elena Musi Smaranda Muresan LRM 10 30 0 24 Jan 2023
Rethinking with Retrieval: Faithful Large Language Model Inference Hangfeng He Hongming Zhang Dan Roth KELM LRM 141 156 0 31 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 31 0 19 Dec 2022
Improving Cross-task Generalization of Unified Table-to-text Models with Compositional Task Configurations Jifan Chen Yuhao Zhang Lan Liu Rui Dong Xinchi Chen Patrick K. L. Ng William Yang Wang Zhiheng Huang AI4CE 22 4 0 17 Dec 2022
Utilizing Background Knowledge for Robust Reasoning over Traffic Situations Jiarui Zhang Filip Ilievski Aravinda Kollaa Jonathan M Francis Kaixin Ma A. Oltramari 16 2 0 04 Dec 2022
Large Language Models with Controllable Working Memory Daliang Li A. S. Rawat Manzil Zaheer Xin Wang Michal Lukasik Andreas Veit Felix X. Yu Surinder Kumar KELM 50 151 0 09 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 27 34 0 01 Nov 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 21 59 0 06 Oct 2022
Forecasting Future World Events with Neural Networks Andy Zou Tristan Xiao Ryan Jia Joe Kwon Mantas Mazeika Richard Li Dawn Song Jacob Steinhardt Owain Evans Dan Hendrycks 22 22 0 30 Jun 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 57 294 0 10 May 2022
Meta-learning via Language Model In-context Tuning Yanda Chen Ruiqi Zhong Sheng Zha George Karypis He He 226 156 0 15 Oct 2021
Single-dataset Experts for Multi-dataset Question Answering Dan Friedman Ben Dodge Danqi Chen MoMe 121 26 0 28 Sep 2021
FLEX: Unifying Evaluation for Few-Shot NLP Jonathan Bragg Arman Cohan Kyle Lo Iz Beltagy 197 104 0 15 Jul 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 247 672 0 06 Jan 2021
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 207 807 0 13 Sep 2019