Title
FewTopNER: Integrating Few-Shot Learning with Topic Modeling and Named Entity Recognition in a Multilingual Framework Ibrahim Bouabdallaoui Fatima Guerouate Samya Bouhaddour C. Saadi Mohammed Sbihi 34 0 0 04 Feb 2025
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation Guanting Dong Yutao Zhu Chenghao Zhang Zechen Wang Zhicheng Dou Ji-Rong Wen RALM 39 3 0 26 Jun 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 50 13 0 31 May 2024
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task Jinxu Zhao Guanting Dong Yueyan Qiu Tingfeng Hui Xiaoshuai Song Daichi Guo Weiran Xu 21 1 0 22 Feb 2024
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 14 3 0 16 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition Xiaoshuai Song Yutao Mou Keqing He Yueyan Qiu Pei Wang Weiran Xu 11 2 0 16 Oct 2023
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations Jiachi Liu Liwen Wang Guanting Dong Xiaoshuai Song Zechen Wang ... Shanglin Lei Jinzheng Zhao Keqing He Bo Xiao Weiran Xu 15 6 0 05 Oct 2023
Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement Shanglin Lei Xiaoping Wang Guanting Dong Jiang Li Yingjian Liu 13 2 0 18 Sep 2023
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 315 8,261 0 28 Jan 2022
Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER Dong-Ho Lee Akshen Kadakia Kangmin Tan Mahak Agarwal Xinyu Feng Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren 31 84 0 16 Oct 2021
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling Peiyi Wang Runxin Xu Tianyu Liu Qingyu Zhou Yunbo Cao Baobao Chang Zhifang Sui 22 58 0 27 Sep 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 238 1,898 0 31 Dec 2020
CrossNER: Evaluating Cross-Domain Named Entity Recognition Zihan Liu Yan Xu Tiezheng Yu Wenliang Dai Ziwei Ji Samuel Cahyawijaya Andrea Madotto Pascale Fung 55 141 0 08 Dec 2020