Will LLMs Replace the Encoder-Only Models in Temporal Relation
Classification?

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Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification?

14 October 2024

Gabriel Roccabruna

Massimo Rizzoli

Giuseppe Riccardi

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Papers citing "Will LLMs Replace the Encoder-Only Models in Temporal Relation Classification?"

18 / 18 papers shown

Title
TempTabQA: Temporal Question Answering for Semi-Structured Tables Vivek Gupta Pranshu Kandoi M. Vora Shuo Zhang Yujie He R. Reinanda Vivek Srikumar LMTD 58 20 0 14 Nov 2023
TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles Sarah Alsayyahi Riza Batista-Navarro 31 6 0 26 Oct 2023
Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification Sha Li Ruining Zhao Manling Li Heng Ji Chris Callison-Burch Jiawei Han 72 32 0 05 Jul 2023
Zero-shot Temporal Relation Extraction with ChatGPT Chenhan Yuan Qianqian Xie Sophia Ananiadou 64 83 0 11 Apr 2023
Whats New? Identifying the Unfolding of New Events in Narratives Seyed Mahed Mousavi Shohei Tanaka Gabriel Roccabruna Koichiro Yoshino Satoshi Nakamura Giuseppe Riccardi 41 1 0 15 Feb 2023
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery Sharan Narang Jacob Devlin Maarten Bosma Gaurav Mishra ... Kathy Meier-Hellstern Douglas Eck J. Dean Slav Petrov Noah Fiedel PILM LRM 489 6,240 0 05 Apr 2022
Improving Time Sensitivity for Question Answering over Temporal Knowledge Graphs Chao Shang Guangtao Wang Peng Qi Jing Huang 53 46 0 01 Mar 2022
Time-Aware Language Models as Temporal Knowledge Bases Bhuwan Dhingra Jeremy R. Cole Julian Martin Eisenschlos D. Gillick Jacob Eisenstein William W. Cohen KELM 95 279 0 29 Jun 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 471 10,367 0 17 Jun 2021
Extracting Temporal Event Relation with Syntax-guided Graph Transformer Shuaicheng Zhang Lifu Huang Qiang Ning 51 24 0 19 Apr 2021
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 795 42,055 0 28 May 2020
Language (Re)modelling: Towards Embodied Language Understanding Ronen Tamari Chen Shani Tom Hope Miriam R. L. Petruck Omri Abend Dafna Shahaf 46 29 0 01 May 2020
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 659 24,464 0 26 Jul 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
A Multi-Axis Annotation Scheme for Event Temporal Relations Qiang Ning Hao Wu Dan Roth 52 172 0 20 Apr 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,939 0 22 May 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 188 5,989 0 04 Mar 2017
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 221 7,745 0 31 Aug 2015