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Transforming Question Answering Datasets Into Natural Language Inference Datasets

9 September 2018

Papers citing "Transforming Question Answering Datasets Into Natural Language Inference Datasets"

50 / 109 papers shown

Title
ARGUS: Hallucination and Omission Evaluation in Video-LLMs Ruchit Rawal Reza Shirkavand Heng-Chiao Huang Gowthami Somepalli Tom Goldstein 53 0 0 09 Jun 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning Pieyi Zhang Richong Zhang Zhijie Nie VLM 143 0 0 23 Mar 2025
Multi-hop Evidence Pursuit Meets the Web: Team Papelo at FEVER 2024 Christopher Malon LRM 72 2 0 08 Nov 2024
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning Yu-Chen Lin Wei-Hua Li Jun-Cheng Chen Chu-Song Chen 65 1 0 10 Oct 2024
How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics Adrian Cosma Stefan Ruseti Mihai Dascalu Cornelia Caragea 61 3 0 04 Oct 2024
MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization Yuyan Chen Zhihao Wen Ge Fan Zhengyu Chen Wei Wu Dayiheng Liu Zhixu Li Bang Liu Yanghua Xiao 117 20 0 04 Jul 2024
GW-MoE: Resolving Uncertainty in MoE Router with Global Workspace Theory Haoze Wu Zihan Qiu Zili Wang Hang Zhao Jie Fu MoE 108 3 0 18 Jun 2024
Document-level Claim Extraction and Decontextualisation for Fact-Checking Zhenyun Deng Michael Schlichtkrull Andreas Vlachos HILM 94 4 0 05 Jun 2024
Accurate and Nuanced Open-QA Evaluation Through Textual Entailment Peiran Yao Denilson Barbosa ELM 93 8 0 26 May 2024
Lessons from the Use of Natural Language Inference (NLI) in Requirements Engineering Tasks Mohamad Fazelnia Viktoria Koscinski Spencer Herzog Mehdi Mirakhorli 97 13 0 24 Apr 2024
Robust and Scalable Model Editing for Large Language Models Yingfa Chen Zhengyan Zhang Xu Han Chaojun Xiao Zhiyuan Liu Chen Chen Kuai Li Tao Yang Maosong Sun KELM 57 2 0 26 Mar 2024
Advancing Parameter Efficiency in Fine-tuning via Representation Editing Muling Wu Tianlong Li Xiaohua Wang Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 96 26 0 23 Feb 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning Zhisheng Lin Han Fu Chenghao Liu Zhuo Li Jianling Sun MoE MoMe 89 6 0 23 Feb 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic Nathaniel Weir Kate Sanders Orion Weller Shreya Sharma Dongwei Jiang ... Bhavana Dalvi Oyvind Tafjord Peter Alexander Jansen Peter Clark Benjamin Van Durme 126 13 0 22 Feb 2024
HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts Hao Zhao Zihan Qiu Huijia Wu Zili Wang Zhaofeng He Jie Fu MoE 133 16 0 20 Feb 2024
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning Haeju Lee Minchan Jeong SeYoung Yun Kee-Eung Kim AAML VPVLM 92 3 0 13 Feb 2024
Task Contamination: Language Models May Not Be Few-Shot Anymore Changmao Li Jeffrey Flanigan 180 109 0 26 Dec 2023
Zero-Shot Fact-Checking with Semantic Triples and Knowledge Graphs Moy Yuan Andreas Vlachos 109 7 0 19 Dec 2023
RDR: the Recap, Deliberate, and Respond Method for Enhanced Language Understanding Yuxin Zi Hariram Veeramani Kaushik Roy Amit P. Sheth AI4TS 76 2 0 15 Dec 2023
A Bayesian approach for prompt optimization in pre-trained language models Antonio Sabbatella Andrea Ponti Antonio Candelieri I. Giordani Francesco Archetti 78 2 0 01 Dec 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data Mubashara Akhtar Abhilash Shankarampeta Vivek Gupta Arpit Patil O. Cocarascu Elena Simperl LRM ReLM LMTD ELM 98 27 0 03 Nov 2023
BabyStories: Can Reinforcement Learning Teach Baby Language Models to Write Better Stories? Xingmeng Zhao Tongnian Wang Sheri Osborn Anthony Rios 60 6 0 25 Oct 2023
Diversity Enhanced Narrative Question Generation for Storybooks Hokeun Yoon Jinyeong Bak 112 8 0 25 Oct 2023
Ask To The Point: Open-Domain Entity-Centric Question Generation Yuxiang Liu Jie Huang Kevin Chen-Chuan Chang 90 4 0 21 Oct 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning Hao Zhao Jie Fu Zhaofeng He 171 6 0 18 Oct 2023
GLoRE: Evaluating Logical Reasoning of Large Language Models Hanmeng Liu Zhiyang Teng Ruoxi Ning Jian Liu Qiji Zhou Yuexin Zhang Yue Zhang ReLM ELM LRM 177 8 0 13 Oct 2023
No that's not what I meant: Handling Third Position Repair in Conversational Question Answering Vevake Balaraman Arash Eshghi Ioannis Konstas Ioannis V. Papaioannou KELM 53 4 0 31 Jul 2023
WebArena: A Realistic Web Environment for Building Autonomous Agents Shuyan Zhou Frank F. Xu Hao Zhu Xuhui Zhou Robert Lo ... Tianyue Ou Yonatan Bisk Daniel Fried Uri Alon Graham Neubig LLMAG 241 539 0 25 Jul 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care Tong Xiang Liangzhi Li Wangyue Li Min‐Jun Bai Lu Wei Bowen Wang Noa Garcia 101 5 0 04 Jul 2023
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning Zihang Xu Ziqing Yang Yiming Cui Shijin Wang LRM ReLM MLLM 97 6 0 27 Jun 2023
SituatedGen: Incorporating Geographical and Temporal Contexts into Generative Commonsense Reasoning Yunxiang Zhang Xiaojun Wan AILaw LRM 109 8 0 21 Jun 2023
No Strong Feelings One Way or Another: Re-operationalizing Neutrality in Natural Language Inference Animesh Nighojkar Antonio Laverghetta John Licato 66 4 0 16 Jun 2023
FERMAT: An Alternative to Accuracy for Numerical Reasoning Jasivan Sivakumar N. Moosavi ReLM LRM 95 4 0 27 May 2023
Modularized Zero-shot VQA with Pre-trained Models Rui Cao Jing Jiang LRM 98 3 0 27 May 2023
AlignScore: Evaluating Factual Consistency with a Unified Alignment Function Yuheng Zha Yichi Yang Ruichen Li Zhiting Hu HILM 134 214 0 26 May 2023
Language Models with Rationality Nora Kassner Oyvind Tafjord Ashish Sabharwal Kyle Richardson Hinrich Schütze Peter Clark ReLM KELM LRM 128 17 0 23 May 2023
Learning Easily Updated General Purpose Text Representations with Adaptable Task-Specific Prefixes Kuan-Hao Huang L Tan Rui Hou Sinong Wang Amjad Almahairi Ruty Rinott AI4CE 80 0 0 22 May 2023
TaskWeb: Selecting Better Source Tasks for Multi-task NLP Joongwon Kim Akari Asai Gabriel Ilharco Hannaneh Hajishirzi 102 12 0 22 May 2023
Zero-shot Faithful Factual Error Correction Kung-Hsiang Huang Hou Pong Chan Heng Ji KELM HILM 128 32 0 13 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 115 24 0 12 May 2023
Who's the Best Detective? LLMs vs. MLs in Detecting Incoherent Fourth Grade Math Answers Felipe Urrutia R. Araya 69 3 0 21 Apr 2023
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task Zihao Wu Lu Zhang Chao-Yang Cao Xiao-Xing Yu Haixing Dai ... Quanzheng Li Dinggang Shen Xiang Li Dajiang Zhu Tianming Liu LM&MA 79 39 0 18 Apr 2023
Multitask Prompt Tuning Enables Parameter-Efficient Transfer Learning Zhen Wang Yikang Shen Leonid Karlinsky Rogerio Feris Huan Sun Yoon Kim VLM VPVLM 114 122 0 06 Mar 2023
Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding Haoxuan You Rui Sun Zhecan Wang Kai-Wei Chang Shih-Fu Chang 58 6 0 14 Dec 2022
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models Jinze Bai Rui Men Han Yang Xuancheng Ren Kai Dang ... Wenhang Ge Jianxin Ma Junyang Lin Jingren Zhou Chang Zhou 96 16 0 08 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman Baolin Peng Michel Galley Sudha Rao Bill Dolan Snigdha Chaturvedi Jianfeng Gao HILM 75 5 0 04 Dec 2022
Leveraging Data Recasting to Enhance Tabular Reasoning Aashna Jena Vivek Gupta Manish Shrivastava Julian Martin Eisenschlos LMTD 64 6 0 23 Nov 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference E. Mitchell Joseph J. Noh Siyan Li William S. Armstrong Ananth Agarwal Patrick Liu Chelsea Finn Christopher D. Manning 90 36 0 21 Nov 2022
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning Xiangyu Peng Chen Xing Prafulla Kumar Choubey Chien-Sheng Wu Caiming Xiong VLM 137 12 0 23 Oct 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning Oyvind Tafjord Bhavana Dalvi Peter Clark ReLM KELM LRM 160 56 0 21 Oct 2022