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Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction

18 June 2024

Papers citing "Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction"

26 / 26 papers shown

Title
From Pre-training Corpora to Large Language Models: What Factors Influence LLM Performance in Causal Discovery Tasks? Tao Feng Zhuang Li Niket Tandon Zhuang Li Xiaoxi Kang Gholamreza Haffari LRM 62 5 0 29 Jul 2024
CRAB: Assessing the Strength of Causal Relationships Between Real-world Events Angelika Romanou Syrielle Montariol Debjit Paul Leo Laugier Karl Aberer Antoine Bosselut NAI 44 24 0 07 Nov 2023
Causal Parrots: Large Language Models May Talk Causality But Are Not Causal Matej Zečević Moritz Willig Devendra Singh Dhami Kristian Kersting LRM 72 119 0 24 Aug 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks Alon Jacovi Avi Caciularu Omer Goldman Yoav Goldberg 55 107 0 17 May 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation Jin-Fang Gao Xiao Ding Bing Qin Ting Liu ELM LRM AI4MH 70 71 0 12 May 2023
Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Emre Kıcıman Robert Osazuwa Ness Amit Sharma Chenhao Tan LRM ELM 132 282 0 28 Apr 2023
Deep Emotion Recognition in Textual Conversations: A Survey Patrícia Pereira Helena Moniz Joao Paulo Carvalho 74 16 0 16 Nov 2022
Unsupervised Domain Adaptation with Adapter Rongsheng Zhang Yinhe Zheng Xiaoxi Mao Minlie Huang 42 18 0 01 Nov 2021
On Memorization in Probabilistic Deep Generative Models G. V. D. Burg Christopher K. I. Williams TDI 83 63 0 06 Jun 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling Constantinos F. Karouzos Georgios Paraskevopoulos Alexandros Potamianos 54 57 0 14 Apr 2021
Recognizing Emotion Cause in Conversations Soujanya Poria Navonil Majumder Devamanyu Hazarika Deepanway Ghosal Rishabh Bhardwaj ... Romila Ghosh Abhinaba Roy Niyati Chhaya Alexander Gelbukh Rada Mihalcea 94 129 0 22 Dec 2020
Improving Disentangled Text Representation Learning with Information-Theoretic Guidance Pengyu Cheng Martin Renqiang Min Dinghan Shen Christopher Malon Yizhe Zhang Yitong Li Lawrence Carin DRL 68 89 0 01 Jun 2020
Neural Unsupervised Domain Adaptation in NLP---A Survey Alan Ramponi Barbara Plank OOD 105 259 0 31 May 2020
Understanding Self-Training for Gradual Domain Adaptation Ananya Kumar Tengyu Ma Percy Liang CLL TTA 90 230 0 26 Feb 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 516 10,591 0 17 Feb 2020
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts Rui Xia Zixiang Ding 31 212 0 04 Jun 2019
Simplified Neural Unsupervised Domain Adaptation Timothy A. Miller 45 29 0 22 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 274 2,323 0 02 May 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 69 103 0 22 Apr 2019
Towards a Definition of Disentangled Representations I. Higgins David Amos David Pfau S. Racanière Loic Matthey Danilo Jimenez Rezende Alexander Lerchner OCL DRL 111 480 0 05 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
Disentangled Representation Learning for Non-Parallel Text Style Transfer V. John Lili Mou Hareesh Bahuleyan Olga Vechtomova DRL 75 302 0 13 Aug 2018
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification André F. T. Martins Ramón Fernández Astudillo 184 726 0 05 Feb 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,515 0 28 May 2015
Representation Learning: A Review and New Perspectives Yoshua Bengio Aaron Courville Pascal Vincent OOD SSL 278 12,460 0 24 Jun 2012
Frustratingly Easy Domain Adaptation Hal Daumé 125 1,800 0 10 Jul 2009