Title
SiRA: Sparse Mixture of Low Rank Adaptation Yun Zhu Nevan Wichers Chu-Cheng Lin Xinyi Wang Tianlong Chen ... Han Lu Canoee Liu Liangchen Luo Jindong Chen Lei Meng MoE 33 27 0 15 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Chenyu You Yingbo Zhou Semih Yavuz LRM 27 6 0 31 Oct 2023
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA Jonathan Tonglet Manon Reusens Philipp Borchert Bart Baesens 44 5 0 10 Oct 2023
BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models Haoxiang Luo Jian Luo Athanasios V. Vasilakos 34 9 0 10 Oct 2023
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model Cheng Qian Chenyan Xiong Zhenghao Liu Zhiyuan Liu LRM 31 12 0 08 Oct 2023
HopPG: Self-Iterative Program Generation for Multi-Hop Question Answering over Heterogeneous Knowledge Yingyao Wang Yongwei Zhou Chaoqun Duan Junwei Bao T. Zhao 20 3 0 22 Aug 2023
Extending the Frontier of ChatGPT: Code Generation and Debugging Fardin Ahsan Sakib Saadat Hasan Khan A. Karim ALM LLMAG ELM 29 41 0 17 Jul 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 18 29 0 30 May 2023
TheoremQA: A Theorem-driven Question Answering dataset Wenhu Chen Ming Yin Max W.F. Ku Pan Lu Yixin Wan Xueguang Ma Jianyu Xu Xinyi Wang Tony Xia AIMat 38 124 0 21 May 2023
S $^3$ HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering Fangyu Lei Xiang Li Yifan Wei Shizhu He Yiming Huang Jun Zhao Kang Liu RALM 40 15 0 19 May 2023
Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering Fangkai Yang Pu Zhao Zezhong Wang Lu Wang Jue Zhang Mohit Garg Qingwei Lin Saravan Rajmohan Dongmei Zhang 37 47 0 19 May 2023
Multi-View Graph Representation Learning for Answering Hybrid Numerical Reasoning Question Yifan Wei Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu AIMat 29 10 0 05 May 2023
Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs Jinyang Li Binyuan Hui Ge Qu Jiaxi Yang Binhua Li ... Guoliang Li Kevin C. C. Chang Fei Huang Reynold Cheng Yongbin Li LMTD 59 363 0 04 May 2023
BloombergGPT: A Large Language Model for Finance Shijie Wu Ozan Irsoy Steven Lu Vadim Dabravolski Mark Dredze Sebastian Gehrmann P. Kambadur David S. Rosenberg Gideon Mann AIFin 93 789 0 30 Mar 2023
Semi-Structured Object Sequence Encoders V. Rudramurthy Riyaz Ahmad Bhat Chulaka Gunasekara Siva Sankalp Patel H. Wan Tejas I. Dhamecha Danish Contractor Marina Danilevsky 61 0 0 03 Jan 2023
A Survey on Table-and-Text HybridQA: Concepts, Methods, Challenges and Future Directions Dingzirui Wang Longxu Dou Wanxiang Che 36 5 0 27 Dec 2022
DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data Xiao Li Sichen Liu Kaiwen Shi Jiangzhou Ju Yuzhong Qu Gong Cheng AIMat RALM LRM 32 16 0 23 Nov 2022
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks Wenhu Chen Xueguang Ma Xinyi Wang William W. Cohen ReLM ReCod LRM 101 741 0 22 Nov 2022
Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems Jialiang Xu Mengyu Zhou Xinyi He Shi Han Dongmei Zhang AAML ELM AIMat 20 6 0 14 Nov 2022
MuGER $^2$ : Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering Yingyao Wang Junwei Bao Chaoqun Duan Youzheng Wu Xiaodong He T. Zhao 27 14 0 19 Oct 2022
ELASTIC: Numerical Reasoning with Adaptive Symbolic Compiler Jiaxin Zhang Yashar Moshfeghi AIMat 27 18 0 18 Oct 2022
Table-To-Text generation and pre-training with TabT5 Ewa Andrejczuk Julian Martin Eisenschlos Francesco Piccinno Syrine Krichene Yasemin Altun LMTD 34 31 0 17 Oct 2022
Large Language Models are few(1)-shot Table Reasoners Wenhu Chen LMTD ReLM LRM 22 138 0 13 Oct 2022
ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering Zhiyu Zoey Chen Shiyang Li Charese Smiley Zhiqiang Ma Sameena Shah William Yang Wang AIMat LRM AI4CE 34 100 0 07 Oct 2022
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning Pan Lu Liang Qiu Kai-Wei Chang Ying Nian Wu Song-Chun Zhu Tanmay Rajpurohit Peter Clark Ashwin Kalyan ReLM LRM 55 269 0 29 Sep 2022
Answering Numerical Reasoning Questions in Table-Text Hybrid Contents with Graph-based Encoder and Tree-based Decoder Fangyu Lei Shizhu He Xiang Li Jun Zhao Kang Liu AIMat LMTD 31 23 0 16 Sep 2022
ScreenQA: Large-Scale Question-Answer Pairs over Mobile App Screenshots Yu-Chung Hsiao Fedir Zubach Maria Wang Jindong Chen Victor Carbune Jason Lin Maria Wang Yun Zhu Jindong Chen RALM 160 26 0 16 Sep 2022
Towards Complex Document Understanding By Discrete Reasoning Fengbin Zhu Wenqiang Lei Fuli Feng Chao Wang Haozhou Zhang Tat-Seng Chua 31 43 0 25 Jul 2022
A Survey on Table Question Answering: Recent Advances Nengzheng Jin Joanna Siebert Dongfang Li Qingcai Chen LMTD 52 42 0 12 Jul 2022
A Robustly Optimized Long Text to Math Models for Numerical Reasoning On FinQA Renhui Zhang Youwei Zhang Yao Yu AIMat 16 1 0 29 Jun 2022
A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA Bin Wang Jiangzhou Ju Yunlin Mao Xinyu Dai Shujian Huang Jiajun Chen AIMat 33 3 0 17 Jun 2022
MultiHiertt: Numerical Reasoning over Multi Hierarchical Tabular and Textual Data Yilun Zhao Yunxiang Li Chenying Li Rui Zhang AIMat 39 97 0 03 Jun 2022
Towards Fine-grained Causal Reasoning and QA Linyi Yang Zhen Wang Yuxiang Wu Jie Yang Yue Zhang 41 15 0 15 Apr 2022
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining Zhoujun Cheng Haoyu Dong Ran Jia Pengfei Wu Shi Han Fan Cheng Dongmei Zhang AIMat ReLM LMTD LRM 29 27 0 15 Sep 2021
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation Zhoujun Cheng Haoyu Dong Zhiruo Wang Ran Jia Jiaqi Guo Yan Gao Shi Han Jian-Guang Lou Dongmei Zhang LMTD 21 84 0 15 Aug 2021