Rationale-Enhanced Language Models are Better Continual Relation
Learners

Rationale-Enhanced Language Models are Better Continual Relation Learners

10 October 2023

Peiyi Wang

Sujian Li

Papers citing "Rationale-Enhanced Language Models are Better Continual Relation Learners"

12 / 12 papers shown

Title
Towards Rehearsal-Free Continual Relation Extraction: Capturing Within-Task Variance with Adaptive Prompting Bao-Ngoc Dao Quang Nguyen Luyen Ngo Dinh Minh Le Nam Le Linh Ngo Van CLL 19 0 0 20 May 2025
Post-Training Language Models for Continual Relation Extraction Sefika Efeoglu Adrian Paschke Sonja Schimmler KELM CLL 33 0 0 07 Apr 2025
Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation Junhong Wu Yang Zhao Yangyifan Xu Bing Liu Chengqing Zong CLL 52 1 0 17 Oct 2024
Lifelong Event Detection via Optimal Transport Viet Dao Van-Cuong Pham Quyen Tran Thanh-Thien Le Linh Ngo Van Truong Nguyen CLL 50 1 0 11 Oct 2024
Leveraging Machine-Generated Rationales to Facilitate Social Meaning Detection in Conversations Ritam Dutt Zhen Wu Kelly Shi Divyanshu Sheth Prakhar Gupta Carolyn Rose 48 2 0 27 Jun 2024
Relation Extraction with Fine-Tuned Large Language Models in Retrieval Augmented Generation Frameworks Sefika Efeoglu Adrian Paschke 44 2 0 20 Jun 2024
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 58 19 0 24 May 2024
Retrieval-Augmented Generation-based Relation Extraction Sefika Efeoglu Adrian Paschke 46 7 0 20 Apr 2024
Continual Learning for Large Language Models: A Survey Tongtong Wu Linhao Luo Yuan-Fang Li Shirui Pan Thuy-Trang Vu Gholamreza Haffari CLL LRM KELM 47 104 0 02 Feb 2024
Learning Robust Representations for Continual Relation Extraction via Adversarial Class Augmentation Peiyi Wang Yifan Song Tianyu Liu Binghuai Lin Yunbo Cao Sujian Li Zhifang Sui CLL SLR 48 22 0 10 Oct 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 345 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 450 8,699 0 28 Jan 2022