ACL 2023

2,767 papers

Improving Pretraining Techniques for Code-Switched NLP

Richeek Das, Sahasra Ranjan, Shreya Pathak, Preethi Jyothi

Improving Continual Relation Extraction by Distinguishing Analogous Semantics

Wenzheng Zhao, Yuanning Cui, Wei Hu

Pivotal Role of Language Modeling in Recommender Systems: Enriching Task-specific and Task-agnostic Representation Learning

Kyuyong Shin, Hanock Kwak, Wonjae Kim, Jisu Jeong, Seungjae Jung

Pretrained Bidirectional Distillation for Machine Translation

Yimeng Zhuang, Mei Tu

Joint Constrained Learning with Boundary-adjusting for Emotion-Cause Pair Extraction

Huawen Feng, Junlong Liu, Junhao Zheng, Haibin Chen, Xichen Shang

Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages

Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet

ALERT: Adapt Language Models to Reasoning Tasks

Ping Yu, Tianlu Wang, Olga Golovneva, Badr AlKhamissi, Siddharth Verma

Being Right for Whose Right Reasons?

Terne Sasha Thorn Jakobsen, Laura Cabello, Anders Søgaard

Does GPT-3 Grasp Metaphors? Identifying Metaphor Mappings with Generative Language Models

Lennart Wachowiak, Dagmar Gromann

FC-KBQA: A Fine-to-Coarse Composition Framework for Knowledge Base Question Answering

Lingxi Zhang, Jing Zhang, Yanling Wang, Shulin Cao, Xinmei Huang

UniLG: A Unified Structure-aware Framework for Lyrics Generation

Tao Qian, Fan Lou, Jiatong Shi, Yuning Wu, Shuai Guo

Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA

Neeraj Varshney, Chitta Baral

Subjective Crowd Disagreements for Subjective Data: Uncovering Meaningful CrowdOpinion with Population-level Learning

Tharindu Cyril Weerasooriya, Sarah Luger, Saloni Poddar, Ashiqur KhudaBukhsh, Christopher Homan

When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications

Kevin Pei, Ishan Jindal, Kevin Chen-Chuan Chang, ChengXiang Zhai, Yunyao Li

From Key Points to Key Point Hierarchy: Structured and Expressive Opinion Summarization

Arie Cattan, Lilach Eden, Yoav Kantor, Roy Bar-Haim

DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models

Zijie J. Wang, Evan Montoya, David Munechika, Haoyang Yang, Benjamin Hoover

How About Kind of Generating Hedges using End-to-End Neural Models?

Alafate Abulimiti, Chloé Clavel, Justine Cassell

On-the-fly Cross-lingual Masking for Multilingual Pre-training

Xi Ai, Bin Fang

Multi-CLS BERT: An Efficient Alternative to Traditional Ensembling

Haw-Shiuan Chang, Ruei-Yao Sun, Kathryn Ricci, Andrew McCallum

Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization

Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao

ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning

Shachar Don-Yehiya, Elad Venezian, Colin Raffel, Noam Slonim, Leshem Choshen

Self-Edit: Fault-Aware Code Editor for Code Generation

Kechi Zhang, Zhuo Li, Jia Li, Ge Li, Zhi Jin

Multi-VALUE: A Framework for Cross-Dialectal English NLP

Caleb Ziems, William Held, Jingfeng Yang, Jwala Dhamala, Rahul Gupta

CLCL: Non-compositional Expression Detection with Contrastive Learning and Curriculum Learning

Jianing Zhou, Ziheng Zeng, Suma Bhat

Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation

Martijn Bartelds, Nay San, Bradley McDonnell, Dan Jurafsky, Martijn Wieling

Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest

Jack Hessel, Ana Marasović, Jena D. Hwang, Lillian Lee, Jeff Da

CASN:Class-Aware Score Network for Textual Adversarial Detection

Rong Bao, Rui Zheng, Liang Ding, Qi Zhang, Dacheng Tao

Layer-wise Fusion with Modality Independence Modeling for Multi-modal Emotion Recognition

Jun Sun, Shoukang Han, Yu-Ping Ruan, Xiaoning Zhang, Shu-Kai Zheng

LexSym: Compositionality as Lexical Symmetry

Ekin Akyürek, Jacob Andreas

Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection

Ziwei Chen, Linmei Hu, Weixin Li, Yingxia Shao, Liqiang Nie

When Does Translation Require Context? A Data-driven, Multilingual Exploration

Patrick Fernandes, Kayo Yin, Emmy Liu, Andre Martins, Graham Neubig

Pruning Pre-trained Language Models Without Fine-Tuning

Ting Jiang, Deqing Wang, Fuzhen Zhuang, Ruobing Xie, Feng Xia

Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions

John Chung, Ece Kamar, Saleema Amershi

Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information

Kun Zhao, Bohao Yang, Chenghua Lin, Wenge Rong, Aline Villavicencio

A Causal Framework to Quantify the Robustness of Mathematical Reasoning with Language Models

Alessandro Stolfo, Zhijing Jin, Kumar Shridhar, Bernhard Schölkopf, Mrinmaya Sachan

World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models

Ziqiao Ma, Jiayi Pan, Joyce Chai

Learning with Partial Annotations for Event Detection

Jian Liu, Dianbo Sui, Kang Liu, Haoyan Liu, Zhe Zhao

Revealing Single Frame Bias for Video-and-Language Learning

Jie Lei, Tamara Berg, Mohit Bansal

Fantastic Expressions and Where to Find Them: Chinese Simile Generation with Multiple Constraints

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Xiangpeng Wei

Songs Across Borders: Singable and Controllable Neural Lyric Translation

Longshen Ou, Xichu Ma, Min-Yen Kan, Ye Wang

Knowledge of cultural moral norms in large language models

Aida Ramezani, Yang Xu

Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation

Kexin Yang, Dayiheng Liu, Wenqiang Lei, Baosong Yang, Mingfeng Xue

What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE

Kaihang Zhang, Kai Shuang, Xinyue Yang, Xuyang Yao, Jinyu Guo

What about “em”? How Commercial Machine Translation Fails to Handle (Neo-)Pronouns

Anne Lauscher, Debora Nozza, Ehm Miltersen, Archie Crowley, Dirk Hovy

Rule By Example: Harnessing Logical Rules for Explainable Hate Speech Detection

Christopher Clarke, Matthew Hall, Gaurav Mittal, Ye Yu, Sandra Sajeev

SPEECH: Structured Prediction with Energy-Based Event-Centric Hyperspheres

Shumin Deng, Shengyu Mao, Ningyu Zhang, Bryan Hooi

Text Adversarial Purification as Defense against Adversarial Attacks

Linyang Li, Demin Song, Xipeng Qiu

AMR-based Network for Aspect-based Sentiment Analysis

Fukun Ma, Xuming Hu, Aiwei Liu, Yawen Yang, Shuang Li

WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning

Wenhao Wu, Wei Li, Xinyan Xiao, Jiachen Liu, Sujian Li

Retrieve-and-Sample: Document-level Event Argument Extraction via Hybrid Retrieval Augmentation

Yubing Ren, Yanan Cao, Ping Guo, Fang Fang, Wei Ma

Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning

Zujie Liang, Feng Wei, Yin Jie, Yuxi Qian, Zhenghong Hao

Holographic CCG Parsing

Ryosuke Yamaki, Tadahiro Taniguchi, Daichi Mochihashi

A Method for Studying Semantic Construal in Grammatical Constructions with Interpretable Contextual Embedding Spaces

Gabriella Chronis, Kyle Mahowald, Katrin Erk

Open-ended Long Text Generation via Masked Language Modeling

xiaobo liang, Zecheng Tang, Juntao Li, Min Zhang

Dependency resolution at the syntax-semantics interface: psycholinguistic and computational insights on control dependencies

Iria de-Dios-Flores, Juan Garcia Amboage, Marcos Garcia

MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning

Xu Zhang, Xiaojun Wan

Subset Retrieval Nearest Neighbor Machine Translation

Hiroyuki Deguchi, Taro Watanabe, Yusuke Matsui, Masao Utiyama, Hideki Tanaka

Natural Language to Code Generation in Interactive Data Science Notebooks

Pengcheng Yin, Wen-Ding Li, Kefan Xiao, Abhishek Rao, Yeming Wen

ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER

Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, Ramaneswaran S

EM Pre-training for Multi-party Dialogue Response Generation

YiYang Li, Hai Zhao

Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking

Björn Bebensee, Haejun Lee

Binary and Ternary Natural Language Generation

Zechun Liu, Barlas Oguz, Aasish Pappu, Yangyang Shi, Raghuraman Krishnamoorthi

Explainable Recommendation with Personalized Review Retrieval and Aspect Learning

Hao Cheng, Shuo Wang, Wensheng Lu, Wei Zhang, Mingyang Zhou

Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better

David Dale, Elena Voita, Loic Barrault, Marta R. Costa-jussà

SafeConv: Explaining and Correcting Conversational Unsafe Behavior

Mian Zhang, Lifeng Jin, Linfeng Song, Haitao Mi, Wenliang Chen

One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems

Yajiao Liu, Xin Jiang, Yichun Yin, Yasheng Wang, Fei Mi

Program Chairs’ Report on Peer Review at ACL 2023

Anna Rogers, Marzena Karpinska, Jordan Boyd-Graber, Naoaki Okazaki