Papers
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction
Jiarui Yao, Harry Hochheiser, WonJin Yoon et al.
Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records
Gyubok Lee, Sunjun Kweon, Seongsu Bae et al.
Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction
Asma Ben Abacha, Wen-wai Yim, Yujuan Fu et al.
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation
Wen-wai Yim, Asma Ben Abacha, Yujuan Fu et al.
OZemi at SemEval-2024 Task 1: A Simplistic Approach to Textual Relatedness Evaluation Using Transformers and Machine Translation
Hidetsune Takahashi, Xingru Lu, Sean Ishijima et al.
P3Sum: Preserving Author’s Perspective in News Summarization with Diffusion Language Models
Yuhan Liu, Shangbin Feng, Xiaochuang Han et al.
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning
Xuekai Zhu, Biqing Qi, Kaiyan Zhang et al.
PAELLA: Parameter-Efficient Lightweight Language-Agnostic Captioning Model
Rita Ramos, Emanuele Bugliarello, Bruno Martins et al.
ParallelPARC: A Scalable Pipeline for Generating Natural-Language Analogies
Oren Sultan, Yonatan Bitton, Ron Yosef et al.
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain
Aryo Gema, Pasquale Minervini, Luke Daines et al.
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
Subhendu Khatuya, Rajdeep Mukherjee, Akash Ghosh et al.
Paraphrase and Solve: Exploring and Exploiting the Impact of Surface Form on Mathematical Reasoning in Large Language Models
Yue Zhou, Yada Zhu, Diego Antognini et al.
Paraphrase Identification via Textual Inference
Ning Shi, Bradley Hauer, Jai Riley et al.
PatentEval: Understanding Errors in Patent Generation
You Zuo, Kim Gerdes, Éric Clergerie et al.
Pauk at SemEval-2024 Task 4: A Neuro-Symbolic Method for Consistent Classification of Propaganda Techniques in Memes
Matt Pauk, Maria Leonor Pacheco
PDDLEGO: Iterative Planning in Textual Environments
Li Zhang, Peter Jansen, Tianyi Zhang et al.
Pedagogically Aligned Objectives Create Reliable Automatic Cloze Tests
Brian Ondov, Kush Attal, Dina Demner-Fushman
PEEB: Part-based Image Classifiers with an Explainable and Editable Language Bottleneck
Thang Pham, Peijie Chen, Tin Nguyen et al.
PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization
Joseph Peper, Wenzhao Qiu, Lu Wang
PEMA: An Offsite-Tunable Plug-in External Memory Adaptation for Language Models
HyunJin Kim, Young Jin Kim, JinYeong Bak
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning
Rui Wang, Tong Yu, Ruiyi Zhang et al.
Personalized Jargon Identification for Enhanced Interdisciplinary Communication
Yue Guo, Joseph Chee Chang, Maria Antoniak et al.
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits
Hang Jiang, Xiajie Zhang, Xubo Cao et al.