Neural Language Modeling by Jointly Learning Syntax and Lexicon

2 November 2017

Aaron Courville

Papers citing "Neural Language Modeling by Jointly Learning Syntax and Lexicon"

30 / 30 papers shown

Title
TRA: Better Length Generalisation with Threshold Relative Attention Mattia Opper Roland Fernandez P. Smolensky Jianfeng Gao 43 0 0 29 Mar 2025
Improving Unsupervised Constituency Parsing via Maximizing Semantic Information Junjie Chen Xiangheng He Yusuke Miyao Danushka Bollegala 38 0 0 03 Oct 2024
Unsupervised Chunking with Hierarchical RNN Zijun Wu Anup Anand Deshmukh Yongkang Wu Jimmy Lin Lili Mou 23 3 0 10 Sep 2023
LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model Hao Fei Shengqiong Wu Jingye Li Bobo Li Fei Li Libo Qin Meishan Zhang M. Zhang Tat-Seng Chua 26 76 0 13 Apr 2023
Re-evaluating the Need for Multimodal Signals in Unsupervised Grammar Induction Boyi Li Rodolfo Corona K. Mangalam Catherine Chen Daniel Flaherty Serge J. Belongie Kilian Q. Weinberger Jitendra Malik Trevor Darrell Dan Klein 13 1 0 20 Dec 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models Taeuk Kim 37 1 0 15 Sep 2022
Unsupervised Slot Schema Induction for Task-oriented Dialog Dian Yu Mingqiu Wang Yuan Cao Izhak Shafran Laurent El Shafey H. Soltau 36 13 0 09 May 2022
Dependency-based Mixture Language Models Zhixian Yang Xiaojun Wan 41 2 0 19 Mar 2022
Low-Rank Constraints for Fast Inference in Structured Models Justin T. Chiu Yuntian Deng Alexander M. Rush BDL 27 13 0 08 Jan 2022
Linguistic Frameworks Go Toe-to-Toe at Neuro-Symbolic Language Modeling Jakob Prange Nathan Schneider Lingpeng Kong 19 9 0 15 Dec 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 17 44 0 20 Oct 2021
Co-training an Unsupervised Constituency Parser with Weak Supervision Nickil Maveli Shay B. Cohen SSL 41 3 0 05 Oct 2021
The Limitations of Limited Context for Constituency Parsing Yuchen Li Andrej Risteski 24 4 0 03 Jun 2021
Learning Syntax from Naturally-Occurring Bracketings Tianze Shi Ozan Irsoy Igor Malioutov Lillian Lee 22 5 0 28 Apr 2021
PCFGs Can Do Better: Inducing Probabilistic Context-Free Grammars with Many Symbols Songlin Yang Yanpeng Zhao Kewei Tu 18 22 0 28 Apr 2021
A Systematic Review of Reproducibility Research in Natural Language Processing Anya Belz Shubham Agarwal Anastasia Shimorina Ehud Reiter AI4CE 18 58 0 14 Mar 2021
Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees Jiangang Bai Yujing Wang Yiren Chen Yaming Yang Jing Bai J. Yu Yunhai Tong 37 104 0 07 Mar 2021
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption Hongyin Luo Shang-Wen Li James R. Glass BDL MedIm 6 9 0 19 May 2020
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation Noe Casas José A. R. Fonollosa Marta R. Costa-jussá 19 11 0 05 Apr 2020
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction Taeuk Kim Jihun Choi Daniel Edmiston Sang-goo Lee 22 90 0 30 Jan 2020
Dynamic Prosody Generation for Speech Synthesis using Linguistics-Driven Acoustic Embedding Selection Shubhi Tyagi M. Nicolis Jonas Rohnke Thomas Drugman Jaime Lorenzo-Trueba 21 32 0 02 Dec 2019
PaLM: A Hybrid Parser and Language Model Hao Peng Roy Schwartz Noah A. Smith AIMat 18 15 0 04 Sep 2019
The Unbearable Weight of Generating Artificial Errors for Grammatical Error Correction Phu Mon Htut Joel R. Tetreault 16 12 0 21 Jul 2019
Generating Sentences from Disentangled Syntactic and Semantic Spaces Yu Bao Hao Zhou Shujian Huang Lei Li Lili Mou Olga Vechtomova Xinyu Dai Jiajun Chen DRL 13 107 0 06 Jul 2019
Finding Syntactic Representations in Neural Stacks William Merrill Lenny Khazan Noah Amsel Sophie Hao S. Mendelsohn Robert Frank 19 6 0 04 Jun 2019
Learning to Discover, Ground and Use Words with Segmental Neural Language Models Kazuya Kawakami Chris Dyer Phil Blunsom VLM 15 11 0 23 Nov 2018
Ordered Neurons: Integrating Tree Structures into Recurrent Neural Networks Yikang Shen Shawn Tan Alessandro Sordoni Aaron Courville 23 322 0 22 Oct 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 35 200 0 30 Aug 2018
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance Yikang Shen Zhouhan Lin Athul Paul Jacob Alessandro Sordoni Aaron Courville Yoshua Bengio 17 91 0 11 Jun 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016