Improving Temporal Generalization of Pre-trained Language Models with
Lexical Semantic Change

Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change

31 October 2022

Papers citing "Improving Temporal Generalization of Pre-trained Language Models with Lexical Semantic Change"

18 / 18 papers shown

Title
PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models Mingyang Song Zhaochen Su Xiaoye Qu Jiawei Zhou Yu-Xi Cheng LRM 53 29 0 06 Jan 2025
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information Jiashuo Sun Jihai Zhang Yucheng Zhou Zhaochen Su Xiaoye Qu Yu Cheng 43 11 0 21 Sep 2024
Timo: Towards Better Temporal Reasoning for Language Models Zhaochen Su Jun Zhang Tong Zhu Xiaoye Qu Juntao Li Min Zhang Yu Cheng LRM 47 17 0 20 Jun 2024
Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? Zhaochen Su Juntao Li Jun Zhang Tong Zhu Xiaoye Qu Pan Zhou Yan Bowen Yu Cheng Min zhang LRM 39 20 0 13 Jun 2024
CARES: A Comprehensive Benchmark of Trustworthiness in Medical Vision Language Models Peng Xia Ze Chen Juanxi Tian Yangrui Gong Ruibo Hou ... Jimeng Sun Zongyuan Ge Gang Li James Zou Huaxiu Yao MU VLM 61 31 0 10 Jun 2024
Analyzing Semantic Change through Lexical Replacements Francesco Periti Pierluigi Cassotti Haim Dubossarsky Nina Tahmasebi 43 6 0 29 Apr 2024
Label-Free Topic-Focused Summarization Using Query Augmentation Wenchuan Mu Kwan Hui Lim RALM 19 1 0 25 Apr 2024
Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers? Mingyu Jin Qinkai Yu Jingyuan Huang Qingcheng Zeng Zhenting Wang ... Yanda Meng Kaize Ding Fan Yang Mengnan Du Yongfeng Zhang 35 21 0 10 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 32 9 0 10 Apr 2024
Knowledge Conflicts for LLMs: A Survey Rongwu Xu Zehan Qi Zhijiang Guo Cunxiang Wang Hongru Wang Yue Zhang Wei Xu 198 92 0 13 Mar 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection Taichi Aida Danushka Bollegala 19 3 0 01 Mar 2024
Time is Encoded in the Weights of Finetuned Language Models Kai Nylund Suchin Gururangan Noah A. Smith AI4TS 20 17 0 20 Dec 2023
$Once Upon a $\textit{Time}$ in $\textit{Graph}$: Relative-Time Pretraining for Complex Temporal Reasoning$ Once Upon a $\textit{Time}$ in $\textit{Graph}$ : Relative-Time Pretraining for Complex Temporal Reasoning Sen Yang Xin Li Li Bing Wai Lam AI4CE 21 9 0 23 Oct 2023
Can Word Sense Distribution Detect Semantic Changes of Words? Xiaohang Tang Yi Zhou Taichi Aida Procheta Sen Danushka Bollegala 15 6 0 16 Oct 2023
$$\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping$ $\textit{Swap and Predict}$ -- Predicting the Semantic Changes in Words across Corpora by Context Swapping Taichi Aida Danushka Bollegala 23 4 0 16 Oct 2023
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings Taichi Aida Danushka Bollegala 18 8 0 15 May 2023
Dynamic Word Embeddings Robert Bamler Stephan Mandt BDL 153 231 0 27 Feb 2017
From Frequency to Meaning: Vector Space Models of Semantics Peter D. Turney Patrick Pantel 82 2,978 0 04 Mar 2010