EMNLP 2023

2,732 papers

Debiasing Made State-of-the-art: Revisiting the Simple Seed-based Weak Supervision for Text Classification

Chengyu Dong, Zihan Wang, Jingbo Shang

Diversity Enhanced Narrative Question Generation for Storybooks

Hokeun Yoon, JinYeong Bak

Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy

Yahan Yang, Elior Sulem, Insup Lee, Dan Roth

An Expression Tree Decoding Strategy for Mathematical Equation Generation

Wenqi Zhang, Yongliang Shen, Qingpeng Nong, Zeqi Tan, Yanna Ma

Using Interpretation Methods for Model Enhancement

Zhuo Chen, Chengyue Jiang, Kewei Tu

Continually Improving Extractive QA via Human Feedback

Ge Gao, Hung-Ting Chen, Yoav Artzi, Eunsol Choi

GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation

Alexander Jones, Isaac Caswell, Orhan Firat, Ishank Saxena

Improving Image Captioning via Predicting Structured Concepts

Ting Wang, Weidong Chen, Yuanhe Tian, Yan Song, Zhendong Mao

CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models

Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulić

Discourse Structures Guided Fine-grained Propaganda Identification

Yuanyuan Lei, Ruihong Huang

Parameter-efficient Tuning for Large Language Model without Calculating Its Gradients

Feihu Jin, Jiajun Zhang, Chengqing Zong

Event Ontology Completion with Hierarchical Structure Evolution Networks

Pengfei Cao, Yupu Hao, Yubo Chen, Kang Liu, Jiexin Xu

Evaluating Object Hallucination in Large Vision-Language Models

Yifan Li, Yifan Du, Kun Zhou, Jinpeng Wang, Xin Zhao

Understanding Compositional Data Augmentation in Typologically Diverse Morphological Inflection

Farhan Samir, Miikka Silfverberg

Cultural Concept Adaptation on Multimodal Reasoning

Zhi Li, Yin Zhang

Dual-Channel Span for Aspect Sentiment Triplet Extraction

Pan Li, Ping Li, Kai Zhang

GPTAraEval: A Comprehensive Evaluation of ChatGPT on Arabic NLP

Md Tawkat Islam Khondaker, Abdul Waheed, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed

Let’s Think Frame by Frame with VIP: A Video Infilling and Prediction Dataset for Evaluating Video Chain-of-Thought

Vaishnavi Himakunthala, Andy Ouyang, Daniel Rose, Ryan He, Alex Mei

Establishing Trustworthiness: Rethinking Tasks and Model Evaluation

Robert Litschko, Max Müller-Eberstein, Rob van der Goot, Leon Weber-Genzel, Barbara Plank

Theory of Mind for Multi-Agent Collaboration via Large Language Models

Huao Li, Yu Chong, Simon Stepputtis, Joseph Campbell, Dana Hughes

Sparse Universal Transformer

Shawn Tan, Yikang Shen, Zhenfang Chen, Aaron Courville, Chuang Gan

Better Quality Pre-training Data and T5 Models for African Languages

Akintunde Oladipo, Mofetoluwa Adeyemi, Orevaoghene Ahia, Abraham Toluwalase Owodunni, Odunayo Ogundepo

Evaluating and Modeling Attribution for Cross-Lingual Question Answering

Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder

Evaluating the Rationale Understanding of Critical Reasoning in Logical Reading Comprehension

Akira Kawabata, Saku Sugawara

Primacy Effect of ChatGPT

Yiwei Wang, Yujun Cai, Muhao Chen, Yuxuan Liang, Bryan Hooi

PHD: Pixel-Based Language Modeling of Historical Documents

Nadav Borenstein, Phillip Rust, Desmond Elliott, Isabelle Augenstein

Holistic Inter-Annotator Agreement and Corpus Coherence Estimation in a Large-scale Multilingual Annotation Campaign

Nicolas Stefanovitch, Jakub Piskorski

Fine-grained Conversational Decoding via Isotropic and Proximal Search

Yuxuan Yao, Han Wu, Qiling Xu, Linqi Song

Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting

Chenkai Sun, Jinning Li, Yi Fung, Hou Chan, Tarek Abdelzaher

Chinese Lexical Substitution: Dataset and Method

Jipeng Qiang, Kang Liu, Ying Li, Yun Li, Yi Zhu

Absolute Position Embedding Learns Sinusoid-like Waves for Attention Based on Relative Position

Yuji Yamamoto, Takuya Matsuzaki

IAG: Induction-Augmented Generation Framework for Answering Reasoning Questions

Zhebin Zhang, Xinyu Zhang, Yuanhang Ren, Saijiang Shi, Meng Han