Learning Structured Text Representations

25 May 2017

Yang Liu

Papers citing "Learning Structured Text Representations"

50 / 72 papers shown

Title
To be Continuous, or to be Discrete, Those are Bits of Questions Yiran Wang Masao Utiyama 53 2 0 12 Jun 2024
Learning Unbiased News Article Representations: A Knowledge-Infused Approach Sadia Kamal Jimmy Hartford Jeremy Willis A. Bagavathi 21 1 0 12 Sep 2023
Efficient Beam Tree Recursion Jishnu Ray Chowdhury Cornelia Caragea 32 3 0 20 Jul 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 27 7 0 08 Jul 2023
Structured Dialogue Discourse Parsing Ta-Chung Chi Alexander I. Rudnicky 41 11 0 26 Jun 2023
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification Abihith Kothapalli Ashkan Shahbazi Xinran Liu Robert Sheng Soheil Kolouri 3DPC 19 2 0 08 Jun 2023
Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues Chuyuan Li Patrick Huber Wen Xiao M. Amblard Chloé Braud Giuseppe Carenini 36 8 0 12 Feb 2023
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 32 2 0 15 Nov 2022
Improving Topic Segmentation by Injecting Discourse Dependencies Linzi Xing Patrick Huber Giuseppe Carenini 53 7 0 18 Sep 2022
More Interpretable Graph Similarity Computation via Maximum Common Subgraph Inference Zixun Lan Binjie Hong Ye Ma Fei Ma 32 13 0 09 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 36 10 0 25 Jul 2022
Discourse-Aware Graph Networks for Textual Logical Reasoning Yinya Huang Lemao Liu Kun Xu Meng Fang Liang Lin Xi Liang NAI 23 5 0 04 Jul 2022
Estimating the Personality of White-Box Language Models Saketh Reddy Karra S. Nguyen Theja Tulabandhula 27 50 0 25 Apr 2022
Learning with Latent Structures in Natural Language Processing: A Survey Zhaofeng Wu BDL DRL 18 4 0 03 Jan 2022
Testing the Robustness of a BiLSTM-based Structural Story Classifier Aftab Hussain Sai Durga Prasad Nanduri Sneha Seenuvasavarathan 26 0 0 03 Jan 2022
Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments Yu Zhang Qingrong Xia Shilin Zhou Yong-jia Jiang Guohong Fu Min Zhang 45 27 0 13 Oct 2021
To be Closer: Learning to Link up Aspects with Opinions Yuxiang Zhou L. Liao Yang Gao Zhanming Jie Wei Lu 35 35 0 17 Sep 2021
Speaker-Oriented Latent Structures for Dialogue-Based Relation Extraction Guoshun Nan Guoqing Luo Sicong Leng Yao Xiao Wei Lu 27 8 0 11 Sep 2021
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond Amir Feder Katherine A. Keith Emaad A. Manzoor Reid Pryzant Dhanya Sridhar ... Roi Reichart Margaret E. Roberts Brandon M Stewart Victor Veitch Diyi Yang CML 41 235 0 02 Sep 2021
Modeling Hierarchical Structures with Continuous Recursive Neural Networks Jishnu Ray Chowdhury Cornelia Caragea 24 15 0 10 Jun 2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization Yichen Jiang Asli Celikyilmaz P. Smolensky Paul Soulos Sudha Rao Hamid Palangi Roland Fernandez Caitlin Smith Joey Tianyi Zhou Jianfeng Gao 24 19 0 02 Jun 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 56 270 0 10 May 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers Wen Xiao Patrick Huber Giuseppe Carenini 26 14 0 14 Apr 2021
Attribute Alignment: Controlling Text Generation from Pre-trained Language Models Dian Yu Zhou Yu Kenji Sagae 21 37 0 20 Mar 2021
Unsupervised Learning of Discourse Structures using a Tree Autoencoder Patrick Huber Giuseppe Carenini 32 4 0 17 Dec 2020
Coarse-to-Fine Entity Representations for Document-level Relation Extraction Damai Dai Jingjing Ren Shuang Zeng Baobao Chang Zhifang Sui AI4TS 21 3 0 04 Dec 2020
Neural Latent Dependency Model for Sequence Labeling Yang Zhou Yong-jia Jiang Zechuan Hu Kewei Tu BDL 11 1 0 10 Nov 2020
Unleashing the Power of Neural Discourse Parsers -- A Context and Structure Aware Approach Using Large Scale Pretraining Grigorii Guz Patrick Huber Giuseppe Carenini 35 11 0 06 Nov 2020
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing Chunchuan Lyu Shay B. Cohen Ivan Titov 38 11 0 23 Oct 2020
Document-Level Relation Extraction with Adaptive Thresholding and Localized Context Pooling Wenxuan Zhou Kevin Huang Tengyu Ma Jing Huang 24 273 0 21 Oct 2020
Context-Guided BERT for Targeted Aspect-Based Sentiment Analysis Zhengxuan Wu Desmond C. Ong 29 77 0 15 Oct 2020
Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Rahul Aralikatte Mostafa Abdou Heather Lent Daniel Hershcovich Anders Søgaard 9 2 0 12 Oct 2020
Structured Self-Attention Weights Encode Semantics in Sentiment Analysis Zhengxuan Wu Thanh-Son Nguyen Desmond C. Ong MILM 26 18 0 10 Oct 2020
Learning Binary Decision Trees by Argmin Differentiation Valentina Zantedeschi Matt J. Kusner Vlad Niculae 26 13 0 09 Oct 2020
Understanding the Mechanics of SPIGOT: Surrogate Gradients for Latent Structure Learning Tsvetomila Mihaylova Vlad Niculae André F. T. Martins SyDa 29 7 0 05 Oct 2020
Efficient Computation of Expectations under Spanning Tree Distributions Ran Zmigrod Tim Vieira Ryan Cotterell 6 12 0 29 Aug 2020
A Generative Approach to Titling and Clustering Wikipedia Sections Anjalie Field S. Rothe Simon Baumgartner Cong Yu Abe Ittycheriah 32 4 0 22 May 2020
Reasoning with Latent Structure Refinement for Document-Level Relation Extraction Guoshun Nan Zhijiang Guo Ivan Sekulić Wei Lu 39 273 0 13 May 2020
Exploring Controllable Text Generation Techniques Shrimai Prabhumoye A. Black Ruslan Salakhutdinov AI4CE 158 85 0 04 May 2020
Hierarchical Encoders for Modeling and Interpreting Screenplays G. Bhat Avneesh Singh Saluja Melody Dye Jan Florjanczyk 12 5 0 30 Apr 2020
StructSum: Summarization via Structured Representations Vidhisha Balachandran Artidoro Pagnoni Jay Yoon Lee Dheeraj Rajagopal J. Carbonell Yulia Tsvetkov 11 9 0 01 Mar 2020
LP-SparseMAP: Differentiable Relaxed Optimization for Sparse Structured Prediction Vlad Niculae André F. T. Martins TPM 24 19 0 13 Jan 2020
Not All Attention Is Needed: Gated Attention Network for Sequence Data Lanqing Xue Xiaopeng Li N. Zhang 30 30 0 01 Dec 2019
Zero-shot Chinese Discourse Dependency Parsing via Cross-lingual Mapping Yi Cheng Sujian Li 17 10 0 27 Nov 2019
Predicting Discourse Structure using Distant Supervision from Sentiment Patrick Huber Giuseppe Carenini 15 26 0 30 Oct 2019
Attention Interpretability Across NLP Tasks Shikhar Vashishth Shyam Upadhyay Gaurav Singh Tomar Manaal Faruqui XAI MILM 42 176 0 24 Sep 2019
Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) Heng Gong Xiaocheng Feng Bing Qin Ting Liu LMTD 20 56 0 05 Sep 2019
Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations Mingda Chen Zewei Chu Kevin Gimpel 19 46 0 31 Aug 2019
TDAM: a Topic-Dependent Attention Model for Sentiment Analysis Gabriele Pergola Lin Gui Yulan He 14 56 0 18 Aug 2019
Learning Latent Trees with Stochastic Perturbations and Differentiable Dynamic Programming Caio Corro Ivan Titov 15 17 0 24 Jun 2019