From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood

25 April 2017

Papers citing "From Language to Programs: Bridging Reinforcement Learning and Maximum Marginal Likelihood"

31 / 31 papers shown

Title
Semantic Parsing with Candidate Expressions for Knowledge Base Question Answering Daehwan Nam Gary Geunbae Lee 38 0 0 01 Oct 2024
Towards Unbiased Exploration in Partial Label Learning Zsolt Zombori Agapi Rissaki Kristóf Szabó Wolfgang Gatterbauer Michael Benedikt SSL UQCV 25 1 0 02 Jul 2023
A Framework for Bidirectional Decoding: Case Study in Morphological Inflection Marc E. Canby J. Hockenmaier 25 2 0 21 May 2023
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning Hung Le Yue Wang Akhilesh Deepak Gotmare Silvio Savarese S. Hoi SyDa ALM 129 237 0 05 Jul 2022
Inferring Rewards from Language in Context Jessy Lin Daniel Fried Dan Klein Anca Dragan LM&Ro 24 54 0 05 Apr 2022
LEMON: Language-Based Environment Manipulation via Execution-Guided Pre-training Qi Shi Qian Liu Bei Chen Yu Zhang Ting Liu Jian-Guang Lou 32 9 0 20 Jan 2022
On The Ingredients of an Effective Zero-shot Semantic Parser Pengcheng Yin John Wieting Avirup Sil Graham Neubig 47 15 0 15 Oct 2021
Enforcing Consistency in Weakly Supervised Semantic Parsing Nitish Gupta Sameer Singh Matt Gardner NAI 25 5 0 13 Jul 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs Zixuan Li Xiaolong Jin Saiping Guan Wei Li Jiafeng Guo Yuanzhuo Wang Xueqi Cheng 28 103 0 01 Jun 2021
Shellcode_IA32: A Dataset for Automatic Shellcode Generation Pietro Liguori Erfan Al-Hossami Domenico Cotroneo R. Natella B. Cukic Samira Shaikh 32 27 0 27 Apr 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 33 3 0 08 Apr 2021
Context Dependent Semantic Parsing: A Survey Zhuang Li Lizhen Qu Gholamreza Haffari 13 19 0 02 Nov 2020
Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning Yuncheng Hua Yuan-Fang Li Gholamreza Haffari Guilin Qi Tongtong Wu 39 36 0 29 Oct 2020
FLIN: A Flexible Natural Language Interface for Web Navigation Sahisnu Mazumder Oriana Riva LRM 48 23 0 24 Oct 2020
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing Ohad Rubin Jonathan Berant 135 150 0 23 Oct 2020
Sample Efficient Reinforcement Learning with REINFORCE Junzi Zhang Jongho Kim Brendan O'Donoghue Stephen P. Boyd 35 99 0 22 Oct 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 19 633 0 05 Apr 2020
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 32 596 0 04 Oct 2018
Learning to Generate Structured Queries from Natural Language with Indirect Supervision Ziwei Bai Bo Yu Bowen Wu Zhuoran Wang Baoxun Wang 18 3 0 10 Sep 2018
Multi-Hop Knowledge Graph Reasoning with Reward Shaping Xi Victoria Lin R. Socher Caiming Xiong LRM 10 329 0 31 Aug 2018
StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing Pengcheng Yin Chunting Zhou Junxian He Graham Neubig GNN 25 102 0 20 Jun 2018
The Web as a Knowledge-base for Answering Complex Questions Alon Talmor Jonathan Berant 22 557 0 18 Mar 2018
Variational Knowledge Graph Reasoning Wenhu Chen Wenhan Xiong Xifeng Yan William Yang Wang 26 109 0 17 Mar 2018
Learning to Organize Knowledge and Answer Questions with N-Gram Machines Fan Yang Jiazhong Nie William W. Cohen Ni Lao NAI 32 3 0 17 Nov 2017
An Encoder-Decoder Framework Translating Natural Language to Database Queries Ruichu Cai Boyan Xu Xiaoyan Yang Zhenjie Zhang Zijian Li Zhihao Liang 3DV 35 67 0 16 Nov 2017
Weakly-supervised Semantic Parsing with Abstract Examples Omer Goldman Veronica Latcinnik Udi Naveh Amir Globerson Jonathan Berant NAI 19 70 0 14 Nov 2017
Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning Victor Zhong Caiming Xiong R. Socher RALM 21 1,158 0 31 Aug 2017
Neural Sequence Model Training via $α$ -divergence Minimization Sotetsu Koyamada Yuta Kikuchi Atsunori Kanemura S. Maeda S. Ishii 65 0 0 30 Jun 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,502 0 25 Jan 2017
Simpler Context-Dependent Logical Forms via Model Projections R. Long Panupong Pasupat Percy Liang 202 102 0 16 Jun 2016
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,326 0 05 Jun 2016