Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

14 March 2018

Oyvind Tafjord

Papers citing "Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge"

50 / 524 papers shown

Title
Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning Zhaorui Yang Tianyu Pang H. Feng Han Wang Wei Chen Minfeng Zhu Qian Liu ALM 37 35 0 21 Feb 2024
OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models Yang Liu Meng Xu Shuo Wang Liner Yang Haoyu Wang ... Cunliang Kong Yun-Nung Chen Yang Liu Maosong Sun Erhong Yang ELM LRM 38 1 0 21 Feb 2024
WKVQuant: Quantizing Weight and Key/Value Cache for Large Language Models Gains More Yuxuan Yue Zhihang Yuan Haojie Duanmu Sifan Zhou Jianlong Wu Liqiang Nie MQ 32 42 0 19 Feb 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning Zhihao Wen Jie Zhang Yuan Fang MoE 34 3 0 19 Feb 2024
Self-seeding and Multi-intent Self-instructing LLMs for Generating Intent-aware Information-Seeking dialogs Arian Askari Roxana Petcu Chuan Meng Mohammad Aliannejadi Amin Abolghasemi Evangelos Kanoulas Suzan Verberne 21 9 0 18 Feb 2024
Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning Ming Li Lichang Chen Jiuhai Chen Shwai He Jiuxiang Gu Dinesh Manocha 29 51 0 15 Feb 2024
Reinforcement Learning from Human Feedback with Active Queries Kaixuan Ji Jiafan He Quanquan Gu 24 17 0 14 Feb 2024
Large Language Models: A Survey Shervin Minaee Tomáš Mikolov Narjes Nikzad M. Asgari-Chenaghlu R. Socher Xavier Amatriain Jianfeng Gao ALM LM&MA ELM 134 371 0 09 Feb 2024
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization Zhikai Li Xuewen Liu Jing Zhang Qingyi Gu MQ 45 7 0 08 Feb 2024
The Effect of Sampling Temperature on Problem Solving in Large Language Models Matthew Renze Erhan Guven 55 74 0 07 Feb 2024
ReLU $^2$ Wins: Discovering Efficient Activation Functions for Sparse LLMs Zhengyan Zhang Yixin Song Guanghui Yu Xu Han Yankai Lin Chaojun Xiao Chenyang Song Zhiyuan Liu Zeyu Mi Maosong Sun 22 31 0 06 Feb 2024
CroissantLLM: A Truly Bilingual French-English Language Model Manuel Faysse Patrick Fernandes Nuno M. Guerreiro António Loison Duarte M. Alves ... François Yvon André F.T. Martins Gautier Viaud C´eline Hudelot Pierre Colombo 52 32 0 01 Feb 2024
SuperCLUE-Math6: Graded Multi-Step Math Reasoning Benchmark for LLMs in Chinese Liang Xu Hang Xue Lei Zhu Kangkang Zhao ReLM LRM ELM 13 8 0 22 Jan 2024
Knowledge Fusion of Large Language Models Fanqi Wan Xinting Huang Deng Cai Xiaojun Quan Wei Bi Shuming Shi MoMe 40 61 0 19 Jan 2024
Self-Rewarding Language Models Weizhe Yuan Richard Yuanzhe Pang Kyunghyun Cho Xian Li Sainbayar Sukhbaatar Jing Xu Jason Weston ReLM SyDa ALM LRM 239 298 0 18 Jan 2024
The Critique of Critique Shichao Sun Junlong Li Weizhe Yuan Ruifeng Yuan Wenjie Li Pengfei Liu ELM 40 0 0 09 Jan 2024
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws Nikhil Sardana Jacob P. Portes Sasha Doubov Jonathan Frankle LRM 240 69 0 31 Dec 2023
PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs Max Zimmer Megi Andoni Christoph Spiegel Sebastian Pokutta VLM 52 10 0 23 Dec 2023
Reasons to Reject? Aligning Language Models with Judgments Weiwen Xu Deng Cai Zhisong Zhang Wai Lam Shuming Shi ALM 21 14 0 22 Dec 2023
CORECODE: A Common Sense Annotated Dialogue Dataset with Benchmark Tasks for Chinese Large Language Models Dan Shi Chaobin You Jian-Tao Huang Taihao Li Deyi Xiong LRM 30 0 0 20 Dec 2023
Language Resources for Dutch Large Language Modelling Bram Vanroy MoE ALM 25 7 0 20 Dec 2023
Fluctuation-based Adaptive Structured Pruning for Large Language Models Yongqi An Xu Zhao Tao Yu Ming Tang Jinqiao Wang 31 42 0 19 Dec 2023
Demystifying Instruction Mixing for Fine-tuning Large Language Models Renxi Wang Haonan Li Minghao Wu Yuxia Wang Xudong Han Chiyu Zhang Timothy Baldwin 28 0 0 17 Dec 2023
Zebra: Extending Context Window with Layerwise Grouped Local-Global Attention Kaiqiang Song Xiaoyang Wang Sangwoo Cho Xiaoman Pan Dong Yu 34 7 0 14 Dec 2023
CBQ: Cross-Block Quantization for Large Language Models Xin Ding Xiaoyu Liu Zhijun Tu Yun-feng Zhang Wei Li ... Hanting Chen Yehui Tang Zhiwei Xiong Baoqun Yin Yunhe Wang MQ 36 13 0 13 Dec 2023
BaRDa: A Belief and Reasoning Dataset that Separates Factual Accuracy and Reasoning Ability Peter Clark Bhavana Dalvi Oyvind Tafjord 25 2 0 12 Dec 2023
Rethinking Compression: Reduced Order Modelling of Latent Features in Large Language Models Arnav Chavan Nahush Lele Deepak Gupta 29 1 0 12 Dec 2023
Rethinking the Instruction Quality: LIFT is What You Need Yang Xu Yongqiang Yao Yufan Huang Mengnan Qi Maoquan Wang Bin Gu Neel Sundaresan ALM 24 35 0 12 Dec 2023
Video-Bench: A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models Munan Ning Bin Zhu Yujia Xie Bin Lin Jiaxi Cui Lu Yuan Dongdong Chen Li-ming Yuan ELM MLLM 27 58 0 27 Nov 2023
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning Han Guo P. Greengard Eric P. Xing Yoon Kim MQ 36 43 0 20 Nov 2023
Fake Alignment: Are LLMs Really Aligned Well? Yixu Wang Yan Teng Kexin Huang Chengqi Lyu Songyang Zhang Wenwei Zhang Xingjun Ma Yu-Gang Jiang Yu Qiao Yingchun Wang 35 15 0 10 Nov 2023
Mirror: A Universal Framework for Various Information Extraction Tasks Tong Zhu Junfei Ren Zijian Yu Mengsong Wu Guoliang Zhang Xiaoye Qu Wenliang Chen Zhefeng Wang Baoxing Huai Min Zhang 31 14 0 09 Nov 2023
Knowing What LLMs DO NOT Know: A Simple Yet Effective Self-Detection Method Yukun Zhao Lingyong Yan Weiwei Sun Guoliang Xing Chong Meng Shuaiqiang Wang Zhicong Cheng Zhaochun Ren Dawei Yin 29 35 0 27 Oct 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models Yifan Hou Jiaoda Li Yu Fei Alessandro Stolfo Wangchunshu Zhou Guangtao Zeng Antoine Bosselut Mrinmaya Sachan LRM 30 40 0 23 Oct 2023
PromptCBLUE: A Chinese Prompt Tuning Benchmark for the Medical Domain Wei-wei Zhu Xiaoling Wang Huanran Zheng Mosha Chen Buzhou Tang ELM LM&MA 21 33 0 22 Oct 2023
Instruction Tuning with Human Curriculum Bruce W. Lee Hyunsoo Cho Kang Min Yoo 45 3 0 14 Oct 2023
Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs Yuxin Zhang Lirui Zhao Mingbao Lin Yunyun Sun Yiwu Yao Xingjia Han Jared Tanner Shiwei Liu Rongrong Ji SyDa 42 40 0 13 Oct 2023
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources Zhikai Li Xiaoxuan Liu Banghua Zhu Zhen Dong Qingyi Gu Kurt Keutzer MQ 32 7 0 11 Oct 2023
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity Lu Yin You Wu Zhenyu (Allen) Zhang Cheng-Yu Hsieh Yaqing Wang ... Mykola Pechenizkiy Yi Liang Michael Bendersky Zhangyang Wang Shiwei Liu 28 78 0 08 Oct 2023
Jointly Training Large Autoregressive Multimodal Models Emanuele Aiello L. Yu Yixin Nie Armen Aghajanyan Barlas Oğuz 19 29 0 27 Sep 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh V. Chawla Panpan Xu AI4CE 37 44 0 27 Sep 2023
Rethinking Channel Dimensions to Isolate Outliers for Low-bit Weight Quantization of Large Language Models Jung Hwan Heo Jeonghoon Kim Beomseok Kwon Byeongwook Kim Se Jung Kwon Dongsoo Lee MQ 43 9 0 27 Sep 2023
Knowledge Sanitization of Large Language Models Yoichi Ishibashi Hidetoshi Shimodaira KELM 33 19 0 21 Sep 2023
BTLM-3B-8K: 7B Parameter Performance in a 3B Parameter Model Nolan Dey Daria Soboleva Faisal Al-Khateeb Bowen Yang Ribhu Pathria ... Robert Myers Jacob Robert Steeves Natalia Vassilieva Marvin Tom Joel Hestness MoE 24 14 0 20 Sep 2023
FLM-101B: An Open LLM and How to Train It with $100K Budget$ Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Xuying Meng ... LI DU Bowen Qin Zheng-Wei Zhang Aixin Sun Yequan Wang 60 21 0 07 Sep 2023
NUPES : Non-Uniform Post-Training Quantization via Power Exponent Search Edouard Yvinec Arnaud Dapogny Kévin Bailly MQ 24 6 0 10 Aug 2023
Sci-CoT: Leveraging Large Language Models for Enhanced Knowledge Distillation in Small Models for Scientific QA Yuhan Ma Haiqi Jiang Chenyou Fan LRM 31 14 0 09 Aug 2023
RecycleGPT: An Autoregressive Language Model with Recyclable Module Yu Jiang Qiaozhi He Xiaomin Zhuang Zhihua Wu Kunpeng Wang Wenlai Zhao Guangwen Yang KELM 28 3 0 07 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback Viet Dac Lai Chien Van Nguyen Nghia Trung Ngo Thuat Nguyen Franck Dernoncourt Ryan A. Rossi Thien Huu Nguyen ALM 42 130 0 29 Jul 2023