UnifiedQA: Crossing Format Boundaries With a Single QA System

2 May 2020

Daniel Khashabi

Oyvind Tafjord

Papers citing "UnifiedQA: Crossing Format Boundaries With a Single QA System"

50 / 469 papers shown

Title
Improving LLM First-Token Predictions in Multiple-Choice Question Answering via Prefilling Attack Silvia Cappelletti Tobia Poppi Samuele Poppi Zheng-Xin Yong Diego Garcia-Olano Marcella Cornia Lorenzo Baraldi Rita Cucchiara KELM AAML 12 0 0 21 May 2025
Towards Developmentally Plausible Rewards: Communicative Success as a Learning Signal for Interactive Language Models Lennart Stöpler Rufat Asadli Mitja Nikolaus Ryan Cotterell Alex Warstadt LRM 51 0 0 09 May 2025
Developing A Framework to Support Human Evaluation of Bias in Generated Free Response Text Jennifer Healey Laurie Byrum Md Nadeem Akhtar Surabhi Bhargava Moumita Sinha 34 0 0 05 May 2025
LENSLLM: Unveiling Fine-Tuning Dynamics for LLM Selection Xinyue Zeng Haohui Wang Junhong Lin Jun Wu Tyler Cody Dawei Zhou 178 0 0 01 May 2025
DP2Unlearning: An Efficient and Guaranteed Unlearning Framework for LLMs Tamim Al Mahmud N. Jebreel Josep Domingo-Ferrer David Sánchez MU 32 0 0 18 Apr 2025
Video Summarization with Large Language Models Min Jung Lee Dayoung Gong Minsu Cho 39 0 0 15 Apr 2025
How Instruction and Reasoning Data shape Post-Training: Data Quality through the Lens of Layer-wise Gradients Ming Li Yong Li Ziyue Li Tianyi Zhou LRM 31 1 0 14 Apr 2025
RAISE: Reinforenced Adaptive Instruction Selection For Large Language Models Lv Qingsong Yangning Li Zihua Lan Zishan Xu Jiwei Tang Hai-Tao Zheng Wenhao Jiang Wanshi Xu Philip S. Yu 35 0 0 09 Apr 2025
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning Jia Zhang Chen-Xi Zhang Yong-Jin Liu Yi-Xuan Jin Xiao-Wen Yang Bo Zheng Yi Liu Lan-Zhe Guo 49 2 0 14 Mar 2025
Statistical Deficiency for Task Inclusion Estimation Loïc Fosse Frédéric Béchet Benoit Favre Géraldine Damnati Gwénolé Lecorvé Maxime Darrin Philippe Formont Pablo Piantanida 219 0 0 07 Mar 2025
From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning Eric Zhao Pranjal Awasthi Nika Haghtalab 58 0 0 07 Mar 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 78 8 0 21 Jan 2025
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang OSLM LRM 110 415 0 03 Jan 2025
MedCoT: Medical Chain of Thought via Hierarchical Expert Jiaxiang Liu Yuan Wang Jiawei Du Qiufeng Wang Zuozhu Liu LRM 93 9 0 18 Dec 2024
Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning Hang Zhou Yehui Tang Haochen Qin Yujie Yang Renren Jin Deyi Xiong Kai Han Yunhe Wang 65 2 0 21 Nov 2024
Multimodal Commonsense Knowledge Distillation for Visual Question Answering Shuo Yang Siwen Luo S. Han LRM 24 0 0 05 Nov 2024
Parameter-Efficient Fine-Tuning in Large Models: A Survey of Methodologies Liwen Wang Sheng Chen Linnan Jiang Shu Pan Runze Cai Sen Yang Fei Yang 52 3 0 24 Oct 2024
Concept-Reversed Winograd Schema Challenge: Evaluating and Improving Robust Reasoning in Large Language Models via Abstraction Kaiqiao Han Tianqing Fang Zhaowei Wang Yangqiu Song Mark Steedman LRM 42 4 0 15 Oct 2024
LINKED: Eliciting, Filtering and Integrating Knowledge in Large Language Model for Commonsense Reasoning Jiachun Li Pengfei Cao Chenhao Wang Zhuoran Jin Yubo Chen Kang Liu Xiaojian Jiang Jiexin Xu Jun Zhao LRM KELM 39 0 0 12 Oct 2024
NoVo: Norm Voting off Hallucinations with Attention Heads in Large Language Models Zheng Yi Ho Siyuan Liang Sen Zhang Yibing Zhan Dacheng Tao 34 2 0 11 Oct 2024
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering Francesco Maria Molfese Simone Conia Riccardo Orlando Roberto Navigli ReLM LRM RALM 30 1 0 07 Oct 2024
Images Speak Volumes: User-Centric Assessment of Image Generation for Accessible Communication Miriam Anschütz Tringa Sylaj Georg Groh 33 0 0 04 Oct 2024
Towards Robust Extractive Question Answering Models: Rethinking the Training Methodology Son Quoc Tran Matt Kretchmar OOD 19 0 0 29 Sep 2024
Meta-RTL: Reinforcement-Based Meta-Transfer Learning for Low-Resource Commonsense Reasoning Yu Fu Jie He Yifan Yang Qun Liu Deyi Xiong OffRL LRM 48 0 0 27 Sep 2024
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation B. Rappazzo Yingheng Wang Aaron Ferber Carla P. Gomes VLM 23 0 0 23 Sep 2024
From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models Shengsheng Qian Zuyi Zhou Dizhan Xue Bing Wang Changsheng Xu LRM 39 1 0 19 Sep 2024
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 30 0 0 23 Aug 2024
Differentiating Choices via Commonality for Multiple-Choice Question Answering Wenqing Deng Zhe Wang Kewen Wang Shirui Pan Xiaowang Zhang Zhiyong Feng 47 0 0 21 Aug 2024
Instruction Finetuning for Leaderboard Generation from Empirical AI Research Salomon Kabongo Jennifer D'Souza ALM 29 0 0 19 Aug 2024
An Efficient Inference Framework for Early-exit Large Language Models Ruijie Miao Yihan Yan Xinshuo Yao Tong Yang 32 0 0 25 Jul 2024
Reporting and Analysing the Environmental Impact of Language Models on the Example of Commonsense Question Answering with External Knowledge Aida Usmanova Junbo Huang Debayan Banerjee Ricardo Usbeck 30 1 0 24 Jul 2024
Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models Nishanth Madhusudhan Sathwik Tejaswi Madhusudhan Vikas Yadav Masoud Hashemi 21 5 0 23 Jul 2024
$$\textit{GeoHard}$: Towards Measuring Class-wise Hardness through Modelling Class Semantics$ $\textit{GeoHard}$ : Towards Measuring Class-wise Hardness through Modelling Class Semantics Fengyu Cai Xinran Zhao Hongming Zhang Iryna Gurevych Heinz Koeppl 34 0 0 17 Jul 2024
CodeV: Empowering LLMs with HDL Generation through Multi-Level Summarization Yang Zhao Di Huang Chongxiao Li Pengwei Jin Muxin Song ... Rui Zhang Xingui Hu Yunji Chen Qi Guo Xing Hu 79 22 0 15 Jul 2024
Is Your Large Language Model Knowledgeable or a Choices-Only Cheater? Nishant Balepur Rachel Rudinger 50 6 0 02 Jul 2024
How to Train Your Fact Verifier: Knowledge Transfer with Multimodal Open Models Jaeyoung Lee Ximing Lu Jack Hessel Faeze Brahman Youngjae Yu Yonatan Bisk Yejin Choi Saadia Gabriel 38 3 0 29 Jun 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback Ju-Seung Byun Jiyun Chun Jihyung Kil Andrew Perrault ReLM LRM 39 2 0 25 Jun 2024
ProMotion: Prototypes As Motion Learners Yawen Lu Dongfang Liu Qifan Wang Cheng Han Yiming Cui Zhiwen Cao Xueling Zhang Yingjie Victor Chen Heng Fan DiffM 46 2 0 07 Jun 2024
Benchmark Data Contamination of Large Language Models: A Survey Cheng Xu Shuhao Guan Derek Greene Mohand-Tahar Kechadi ELM ALM 40 41 0 06 Jun 2024
Exploring the Latest LLMs for Leaderboard Extraction Salomon Kabongo Jennifer D'Souza Sören Auer 42 2 0 06 Jun 2024
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning Cheng Tan Jingxuan Wei Linzhuang Sun Zhangyang Gao Siyuan Li Bihui Yu Ruifeng Guo Stan Z. Li ReLM LRM 3DV 72 6 0 31 May 2024
From Symbolic Tasks to Code Generation: Diversification Yields Better Task Performers Dylan Zhang Justin Wang Francois Charton 38 0 0 30 May 2024
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models Yutao Zhu Zhaoheng Huang Zhicheng Dou Ji-Rong Wen RALM 56 5 0 30 May 2024
Instruction Tuning With Loss Over Instructions Zhengyan Shi Adam X. Yang Bin Wu Laurence Aitchison Emine Yilmaz Aldo Lipani ALM 24 21 0 23 May 2024
MAML-en-LLM: Model Agnostic Meta-Training of LLMs for Improved In-Context Learning Sanchit Sinha Yuguang Yue Victor Soto Mayank Kulkarni Jianhua Lu Aidong Zhang LRM 46 4 0 19 May 2024
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling Guangmin Zheng Jin Wang Xiaobing Zhou Xuejie Zhang LRM 38 2 0 16 May 2024
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning Ruiting Dai Yuqiao Tan Lisi Mo Shuang Liang Guohao Huo Jiayi Luo Yao Cheng ReLM RALM LRM 43 0 0 09 May 2024
Transfer Learning Enhanced Single-choice Decision for Multi-choice Question Answering Chenhao Cui Yufan Jiang Shuangzhi Wu Zhoujun Li FaML 35 0 0 27 Apr 2024
Empowering Large Language Models for Textual Data Augmentation Yichuan Li Kaize Ding Jianling Wang Kyumin Lee 32 10 0 26 Apr 2024
Cantor: Inspiring Multimodal Chain-of-Thought of MLLM Timin Gao Peixian Chen Mengdan Zhang Chaoyou Fu Yunhang Shen ... Shengchuan Zhang Xiawu Zheng Xing Sun Liujuan Cao Rongrong Ji MLLM LRM 51 18 0 24 Apr 2024