Papers
Fine-tuned Language Models are Continual Learners
Thomas Scialom, Tuhin Chakrabarty, Smaranda Muresan
Fine-Tuning Pre-trained Transformers into Decaying Fast Weights
Huanru Henry Mao
FinSim4-ESG Shared Task: Learning Semantic Similarities for the Financial Domain. Extended edition to ESG insights
Juyeon Kang, Ismail El Maarouf
Fixing Model Bugs with Natural Language Patches
Shikhar Murty, Christopher Manning, Scott Lundberg et al.
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows
Jianqiao Zhao, Yanyang Li, Wanyu Du et al.
FLUTE: Figurative Language Understanding through Textual Explanations
Tuhin Chakrabarty, Arkadiy Saakyan, Debanjan Ghosh et al.
Focused Concatenation for Context-Aware Neural Machine Translation
Lorenzo Lupo, Marco Dinarelli, Laurent Besacier
FocusQA: Open-Domain Question Answering with a Context in Focus
Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti et al.
Focus! Relevant and Sufficient Context Selection for News Image Captioning
Mingyang Zhou, Grace Luo, Anna Rohrbach et al.
Foiling Training-Time Attacks on Neural Machine Translation Systems
Jun Wang, Xuanli He, Benjamin Rubinstein et al.
Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions?
Lukas Santing, Ryan Sijstermans, Giacomo Anerdi et al.
Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning
Hongqiu Wu, Ruixue Ding, Hai Zhao et al.
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information
Yijia Shao, Mengyu Zhou, Yifan Zhong et al.
Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition
Zihan Wang, Kewen Zhao, Zilong Wang et al.
FPT: Improving Prompt Tuning Efficiency via Progressive Training
Yufei Huang, Yujia Qin, Huadong Wang et al.
FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain
Yanis Labrak, Adrien Bazoge, Richard Dufour et al.
From Mimicking to Integrating: Knowledge Integration for Pre-Trained Language Models
Lei Li, Yankai Lin, Xuancheng Ren et al.
From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction
Xiuyu Wu, Yunfang Wu
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness
Wenhao Wu, Wei Li, Jiachen Liu et al.
Full-Stack Information Extraction System for Cybersecurity Intelligence
Youngja Park, Taesung Lee
G3: Geolocation via Guidebook Grounding
Grace Luo, Giscard Biamby, Trevor Darrell et al.
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems
Ella Rabinovich, Matan Vetzler, David Boaz et al.
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs
Dong Yang, Peijun Qing, Yang Li et al.
Garden Path Traversal in GPT-2
William Jurayj, William Rudman, Carsten Eickhoff
GA-SAM: Gradient-Strength based Adaptive Sharpness-Aware Minimization for Improved Generalization
Zhiyuan Zhang, Ruixuan Luo, Qi Su et al.