Code4Struct: Code Generation for Few-Shot Event Structure Prediction

23 October 2022

Heng Ji

Papers citing "Code4Struct: Code Generation for Few-Shot Event Structure Prediction"

50 / 53 papers shown

Title
a1: Steep Test-time Scaling Law via Environment Augmented Generation Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Yuyao Ge Jun Wan Yurong Wu Xueqi Cheng LRM 27 0 0 20 Apr 2025
Automated Archival Descriptions with Federated Intelligence of LLMs Jinghua Groppe Andreas Marquet Annabel Walz Sven Groppe 28 0 0 08 Apr 2025
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction Wenxuan Liu Z. Li Long Bai Yuxin Zuo Daozhu Xu Xiaolong Jin J. Guo Xueqi Cheng 51 1 0 04 Mar 2025
Predicting Through Generation: Why Generation Is Better for Prediction Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat Chun-Nam Yu Mojtaba Soltanalian Ivan Garibay O. Garibay Chen Chen Niloofar Yousefi AI4TS 60 0 0 25 Feb 2025
FIG: Forward-Inverse Generation for Low-Resource Domain-specific Event Detection Tanmay Parekh Yuxuan Dong Lucas Bandarkar Artin Kim I-Hung Hsu Kai-Wei Chang Nanyun Peng 41 0 0 24 Feb 2025
Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines Saurabh Srivastava Sweta Pati Ziyu Yao 41 0 0 22 Feb 2025
PoAct: Policy and Action Dual-Control Agent for Generalized Applications Guozhi Yuan Y. Liu Jingli Yang Wei Jia Kai Lin Yansong Gao Shan He Zilin Ding H. Li LLMAG 41 0 0 13 Jan 2025
Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models Zaifu Zhan Rui Zhang 78 4 0 16 Dec 2024
Explainable Behavior Cloning: Teaching Large Language Model Agents through Learning by Demonstration Yanchu Guan Dong Wang Y. Wang Haiqing Wang Renen Sun Chenyi Zhuang Jinjie Gu Zhixuan Chu LM&Ro LLMAG 33 0 0 30 Oct 2024
Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation S. Yang Hojun Cho Jiyoung Lee Sohee Yoon E. Choi Jaegul Choo Won Ik Cho 27 0 0 13 Oct 2024
NLP-Guided Synthesis: Transitioning from Sequential Programs to Distributed Programs Arun Sanjel Bikram Khanal Greg Speegle Pablo Rivas 16 0 0 10 Oct 2024
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives Xinliang Frederick Zhang Nick Beauchamp Lu Wang LRM AI4CE 27 3 0 07 Oct 2024
Aligning LLMs with Individual Preferences via Interaction Shujin Wu May Fung Cheng Qian Jeonghwan Kim Dilek Z. Hakkani-Tür Heng Ji 31 10 0 04 Oct 2024
Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments Omar Sharif Joseph Gatto Madhusudan Basak S. Preum 41 2 0 04 Oct 2024
Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science Aniket Pramanick Yufang Hou Saif M. Mohammad Iryna Gurevych 31 1 0 29 Sep 2024
Exploring Large Language Models for Product Attribute Value Identification Kassem Sabeh Mouna Kacimi Johann Gamper Robert Litschko Barbara Plank 40 2 0 19 Sep 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 31 7 0 19 Sep 2024
RUIE: Retrieval-based Unified Information Extraction using Large Language Model Xincheng Liao Junwen Duan Yixi Huang Jianxin Wang 38 1 0 18 Sep 2024
CodeGraph: Enhancing Graph Reasoning of LLMs with Code Qiaolong Cai Zhaowei Wang Shizhe Diao James Kwok Yangqiu Song LRM 48 2 0 25 Aug 2024
CHECKWHY: Causal Fact Verification via Argument Structure Jiasheng Si Yibo Zhao Yingjie Zhu Haiyang Zhu Wenpeng Lu Deyu Zhou CML HILM LRM 40 1 0 20 Aug 2024
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts Qingkai Zeng Yuyang Bai Zhaoxuan Tan Zhenyu Wu Shangbin Feng Meng-Long Jiang 23 3 0 17 Aug 2024
MAVEN-Fact: A Large-scale Event Factuality Detection Dataset Chunyang Li Hao Peng Xiaozhi Wang Y. Qi Lei Hou Bin Xu Juanzi Li HILM 35 1 0 22 Jul 2024
Cascading Large Language Models for Salient Event Graph Generation Xingwei Tan Yuxiang Zhou Gabriele Pergola Yulan He 58 0 0 26 Jun 2024
Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning Xinlu Zhang Z. Chen Xi Ye Xianjun Yang Lichang Chen William Yang Wang Linda R. Petzold LRM 59 10 0 30 May 2024
ADELIE: Aligning Large Language Models on Information Extraction Y. Qi Hao Peng Xiaozhi Wang Bin Xu Lei Hou Juanzi Li 32 7 0 08 May 2024
On-the-fly Definition Augmentation of LLMs for Biomedical NER Monica Munnangi Sergey Feldman Byron C. Wallace Silvio Amir Tom Hope Aakanksha Naik 32 11 0 29 Mar 2024
Improving Event Definition Following For Zero-Shot Event Detection Zefan Cai Po-Nien Kung Ashima Suvarna Mingyu Derek Ma Hritik Bansal Baobao Chang P. Brantingham Wei Wang Nanyun Peng 29 8 0 05 Mar 2024
Using LLMs for the Extraction and Normalization of Product Attribute Values Alexander Brinkmann Nick Baumann Christian Bizer 24 10 0 04 Mar 2024
Formulation Comparison for Timeline Construction using LLMs Kimihiro Hasegawa Nikhil Kandukuri Susan Holm Yukari Yamakawa Teruko Mitamura 41 0 0 01 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction Chenhao Fang Xiaohan Li Zezhong Fan Jianpeng Xu Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 17 36 0 29 Feb 2024
C-ICL: Contrastive In-context Learning for Information Extraction Ying Mo Jiahao Liu Jian Yang Qifan Wang Shun Zhang Jingang Wang Zhoujun Li 46 15 0 17 Feb 2024
Executable Code Actions Elicit Better LLM Agents Xingyao Wang Yangyi Chen Lifan Yuan Yizhe Zhang Yunzhu Li Hao Peng Heng Ji ELM LLMAG LM&Ro 32 128 0 01 Feb 2024
Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Task Linghan Zheng Hui Liu Xiaojun Lin Jiayuan Dong Yue Sheng Gang Shi Zhiwei Liu Hongwei Chen 19 0 0 16 Jan 2024
Promptly Predicting Structures: The Return of Inference Maitrey Mehta Valentina Pyatkin Vivek Srikumar 45 3 0 12 Jan 2024
Towards Truly Zero-shot Compositional Visual Reasoning with LLMs as Programmers Aleksandar Stanić Sergi Caelles Michael Tschannen LRM VLM 27 9 0 03 Jan 2024
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents Ke Yang Jiateng Liu John Wu Chaoqi Yang Yi Ren Fung ... Xu Cao Xingyao Wang Yiquan Wang Heng Ji Chengxiang Zhai LLMAG ELM 20 73 0 01 Jan 2024
Large Language Models for Generative Information Extraction: A Survey Derong Xu Wei-neng Chen Wenjun Peng Chao Zhang Tong Bill Xu Xiangyu Zhao Xian Wu Yefeng Zheng Yang Wang Enhong Chen 38 144 0 29 Dec 2023
Unit Test Generation using Generative AI : A Comparative Performance Analysis of Autogeneration Tools Shreya Bhatia Tarushi Gandhi Dhruv Kumar Pankaj Jalote LM&MA 11 21 0 17 Dec 2023
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs Yunsheng Ma Can Cui Xu Cao Wenqian Ye Peiran Liu ... Rohit Gupta Kyungtae Han Aniket Bera James M. Rehg Ziran Wang 24 42 0 07 Dec 2023
RESIN-EDITOR: A Schema-guided Hierarchical Event Graph Visualizer and Editor Khanh Duy Nguyen Zixuan Zhang Reece Suchocki Sha Li Martha Palmer S. Brown Jiawei Han Heng Ji 31 2 0 05 Dec 2023
ViStruct: Visual Structural Knowledge Extraction via Curriculum Guided Code-Vision Representation Yangyi Chen Xingyao Wang Manling Li Derek Hoiem Heng Ji 30 11 0 22 Nov 2023
TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction Kuan-Hao Huang I-Hung Hsu Tanmay Parekh Zhiyu Xie Zixuan Zhang Premkumar Natarajan Kai-Wei Chang Nanyun Peng Heng Ji 24 16 0 16 Nov 2023
Retrieval-Augmented Code Generation for Universal Information Extraction Yucan Guo Zixuan Li Xiaolong Jin Yantao Liu Yutao Zeng ... Xiang Li Pan Yang Long Bai J. Guo Xueqi Cheng 103 31 0 06 Nov 2023
Defining a New NLP Playground Sha Li Chi Han Pengfei Yu Carl N. Edwards Manling Li ... Yi Ren Fung Charles Yu Joel R. Tetreault Eduard H. Hovy Heng Ji 33 5 0 31 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 30 75 0 05 Oct 2023
LeTI: Learning to Generate from Textual Interactions Xingyao Wang Hao Peng Reyhaneh Jabbarvand Heng Ji 25 30 0 17 May 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 135 0 15 Mar 2023
A Survey on Natural Language Processing for Programming Qingfu Zhu Xianzhen Luo Fang Liu Cuiyun Gao Wanxiang Che 23 1 0 12 Dec 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 120 622 0 22 Sep 2022
A Survey on Open Information Extraction from Rule-based Model to Large Language Model Pai Liu Wenya Gao Wenjie Dong Lin Ai Wen Dong Songfang Huang Zongsheng Li Ehsan Hoque Julia Hirschberg Yue Zhang 32 2 0 18 Aug 2022