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Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues

12 February 2023

Papers citing "Discourse Structure Extraction from Pre-Trained and Fine-Tuned Language Models in Dialogues"

23 / 23 papers shown

Title
Towards Understanding Large-Scale Discourse Structures in Pre-Trained and Fine-Tuned Language Models Patrick Huber Giuseppe Carenini 64 11 0 08 Apr 2022
Multi-tasking Dialogue Comprehension with Discourse Parsing Yuchen He Zhuosheng Zhang Hai Zhao 70 20 0 07 Oct 2021
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization Ming Zhong Yang Liu Yichong Xu Chenguang Zhu Michael Zeng VLM AI4CE 81 127 0 06 Sep 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 78 100 0 07 Jul 2021
RST Parsing from Scratch Thanh-Tung Nguyen Xuan-Phi Nguyen Shafiq Joty Xiaoli Li 34 24 0 23 May 2021
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension Jiaqi Li Ming-Yuan Liu Zihao Zheng Heng Zhang Bing Qin Min-Yen Kan Ting Liu 133 33 0 26 Apr 2021
Discourse Probing of Pretrained Language Models Fajri Koto Jey Han Lau Tim Baldwin 67 53 0 13 Apr 2021
MEGA RST Discourse Treebanks with Structure and Nuclearity from Scalable Distant Sentiment Supervision Patrick Huber Giuseppe Carenini 47 18 0 05 Nov 2020
Multi-turn Response Selection using Dialogue Dependency Relations Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu Haifeng Tang 68 46 0 04 Oct 2020
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure Jiaqi Li Ming Liu Min-Yen Kan Zihao Zheng Zekun Wang Wenqiang Lei Ting Liu Bing Qin 50 103 0 10 Apr 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 253 1,695 0 16 Mar 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 62 90 0 30 Jan 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 138 1,405 0 28 Nov 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization Bogdan Gliwa Iwona Mochol M. Biesek A. Wawer 124 631 0 27 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 189 1,524 0 01 Nov 2019
Discourse-Aware Neural Extractive Text Summarization Jiacheng Xu Zhe Gan Yu Cheng Jingjing Liu BDL 140 282 0 30 Oct 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 668 24,528 0 26 Jul 2019
Evaluating Discourse in Structured Text Representations Elisa Ferracane Greg Durrett Junyi Jessy Li K. Erk 46 30 0 04 Jun 2019
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues Zhouxing Shi Minlie Huang 72 100 0 01 Dec 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 290 2,845 0 11 Jun 2018
Learning Structured Text Representations Yang Liu Mirella Lapata 68 153 0 25 May 2017
Joint Modeling of Content and Discourse Relations in Dialogues Kechen Qin Lu Wang Joseph Kim BDL 50 24 0 14 May 2017
The Ubuntu Dialogue Corpus: A Large Dataset for Research in Unstructured Multi-Turn Dialogue Systems Ryan J. Lowe Nissan Pow Iulian Serban Joelle Pineau 77 950 0 30 Jun 2015