ACL 2023

2,767 papers

ArgU: A Controllable Factual Argument Generator

Sougata Saha, Rohini Srihari

HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion

Wanrong He, Haoyu Dong, Yihuai Gao, Zhichao Fan, Xingzhuo Guo

Weakly Supervised Vision-and-Language Pre-training with Relative Representations

Chi Chen, Peng Li, Maosong Sun, Yang Liu

Factual or Contextual? Disentangling Error Types in Entity Description Generation

Navita Goyal, Ani Nenkova, Hal Daume III

A New Dataset and Empirical Study for Sentence Simplification in Chinese

Shiping Yang, Renliang Sun, Xiaojun Wan

MAD-TSC: A Multilingual Aligned News Dataset for Target-dependent Sentiment Classification

Evan Dufraisse, Adrian Popescu, Julien Tourille, Armelle Brun, Jerome Deshayes

READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises

Chenglei Si, Zhengyan Zhang, Yingfa Chen, Xiaozhi Wang, Zhiyuan Liu

Do CoNLL-2003 Named Entity Taggers Still Work Well in 2023?

Shuheng Liu, Alan Ritter

Comparative evaluation of boundary-relaxed annotation for Entity Linking performance

Gabriel Herman Bernardim Andrade, Shuntaro Yada, Eiji Aramaki

CASE: Aligning Coarse-to-Fine Cognition and Affection for Empathetic Response Generation

Jinfeng Zhou, Chujie Zheng, Bo Wang, Zheng Zhang, Minlie Huang

DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models

Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang

S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction

Benfeng Xu, Quan Wang, Yajuan Lyu, Dai Dai, Yongdong Zhang

FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning

Qinyuan Ye, Iz Beltagy, Matthew Peters, Xiang Ren, Hannaneh Hajishirzi

MidMed: Towards Mixed-Type Dialogues for Medical Consultation

Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue

Data Curation Alone Can Stabilize In-context Learning

Ting-Yun Chang, Robin Jia

ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning

Wenjun Hou, Kaishuai Xu, Yi Cheng, Wenjie Li, Jiang Liu

HAHE: Hierarchical Attention for Hyper-Relational Knowledge Graphs in Global and Local Level

Haoran Luo, Haihong E, Yuhao Yang, Yikai Guo, Mingzhi Sun

Multi-Row, Multi-Span Distant Supervision For Table+Text Question Answering

Vishwajeet Kumar, Yash Gupta, Saneem Chemmengath, Jaydeep Sen, Soumen Chakrabarti

Towards Understanding and Improving Knowledge Distillation for Neural Machine Translation

Songming Zhang, Yunlong Liang, Shuaibo Wang, Yufeng Chen, Wenjuan Han

ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation

Kuan-Hao Huang, Varun Iyer, I-Hung Hsu, Anoop Kumar, Kai-Wei Chang

Few-Shot Document-Level Event Argument Extraction

Xianjun Yang, Yujie Lu, Linda Petzold

CONE: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding

Zhijian Hou, Wanjun Zhong, Lei Ji, Difei Gao, Kun Yan

Query Refinement Prompts for Closed-Book Long-Form QA

Reinald Kim Amplayo, Kellie Webster, Michael Collins, Dipanjan Das, Shashi Narayan

Continual Knowledge Distillation for Neural Machine Translation

Yuanchi Zhang, Peng Li, Maosong Sun, Yang Liu

Generating Visual Spatial Description via Holistic 3D Scene Understanding

Yu Zhao, Hao Fei, Wei Ji, Jianguo Wei, Meishan Zhang

Text Style Transfer Back-Translation

Daimeng Wei, Zhanglin Wu, Hengchao Shang, Zongyao Li, Minghan Wang

Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning

Zhenrui Yue, Huimin Zeng, Mengfei Lan, Heng Ji, Dong Wang

Text Style Transfer with Contrastive Transfer Pattern Mining

Jingxuan Han, Quan Wang, Licheng Zhang, Weidong Chen, Yan Song

Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment

Tianshu Yu, Haoyu Gao, Ting-En Lin, Min Yang, Yuchuan Wu

On the Evaluation of Neural Selective Prediction Methods for Natural Language Processing

Zhengyao Gu, Mark Hopkins

CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation

Yan Zhou, Qingkai Fang, Yang Feng

Discourse-Centric Evaluation of Document-level Machine Translation with a New Densely Annotated Parallel Corpus of Novels

Yuchen Eleanor Jiang, Tianyu Liu, Shuming Ma, Dongdong Zhang, Mrinmaya Sachan

Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation

Ke Wang, Xin Ge, Jiayi Wang, Yuqi Zhang, Yu Zhao

Contextual Knowledge Learning for Dialogue Generation

Wen Zheng, Natasa Milic-Frayling, Ke Zhou

HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification

He Zhu, Chong Zhang, Junjie Huang, Junran Wu, Ke Xu

Modeling Structural Similarities between Documents for Coherence Assessment with Graph Convolutional Networks

Wei Liu, Xiyan Fu, Michael Strube

DIP: Dead code Insertion based Black-box Attack for Programming Language Model

CheolWon Na, YunSeok Choi, Jee-Hyong Lee

NormBank: A Knowledge Bank of Situational Social Norms

Caleb Ziems, Jane Dwivedi-Yu, Yi-Chia Wang, Alon Halevy, Diyi Yang

WebIE: Faithful and Robust Information Extraction on the Web

Chenxi Whitehouse, Clara Vania, Alham Fikri Aji, Christos Christodoulopoulos, Andrea Pierleoni

RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs

Afra Feyza Akyürek, Ekin Akyürek, Ashwin Kalyan, Peter Clark, Derry Tanti Wijaya

Massively Multilingual Lexical Specialization of Multilingual Transformers

Tommaso Green, Simone Paolo Ponzetto, Goran Glavaš

A Dataset of Argumentative Dialogues on Scientific Papers

Federico Ruggeri, Mohsen Mesgar, Iryna Gurevych

Answering Ambiguous Questions via Iterative Prompting

Weiwei Sun, Hengyi Cai, Hongshen Chen, Pengjie Ren, Zhumin Chen

Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark

Wenjun Peng, Jingwei Yi, Fangzhao Wu, Shangxi Wu, Bin Bin Zhu

Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic

Connor Pryor, Quan Yuan, Jeremiah Liu, Mehran Kazemi, Deepak Ramachandran

ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis

Jiuding Yang, Yakun Yu, Di Niu, Weidong Guo, Yu Xu

Convergence and Diversity in the Control Hierarchy

Alexandra Butoi, Ryan Cotterell, David Chiang

Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk

Jianquan Li, XiangBo Wu, Xiaokang Liu, Qianqian Xie, Prayag Tiwari

One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning

Guangtao Zeng, Peiyuan Zhang, Wei Lu

Towards Zero-Shot Multilingual Transfer for Code-Switched Responses

Ting-Wei Wu, Changsheng Zhao, Ernie Chang, Yangyang Shi, Pierce Chuang

MDACE: MIMIC Documents Annotated with Code Evidence

Hua Cheng, Rana Jafari, April Russell, Russell Klopfer, Edmond Lu

DarkBERT: A Language Model for the Dark Side of the Internet

Youngjin Jin, Eugene Jang, Jian Cui, Jin-Woo Chung, Yongjae Lee

Linguistic representations for fewer-shot relation extraction across domains

Sireesh Gururaja, Ritam Dutt, Tinglong Liao, Carolyn Rose

Enhancing Grammatical Error Correction Systems with Explanations

Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan

When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP

Jingwei Ni, Zhijing Jin, Qian Wang, Mrinmaya Sachan, Markus Leippold

Large Language Models Meet NL2Code: A Survey

Daoguang Zan, Bei Chen, Fengji Zhang, Dianjie Lu, Bingchao Wu

Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models

Myles Foley, Ambrish Rawat, Taesung Lee, Yufang Hou, Gabriele Picco

Consistent Prototype Learning for Few-Shot Continual Relation Extraction

Xiudi Chen, Hui Wu, Xiaodong Shi

DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations

Duzhen Zhang, Feilong Chen, Xiuyi Chen

Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation

Ang Lv, Jinpeng Li, Shufang Xie, Rui Yan

ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models

Jonas Belouadi, Steffen Eger

MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation

Jiazhan Feng, Qingfeng Sun, Can Xu, Pu Zhao, Yaming Yang

Peeking inside the black box: A Commonsense-aware Generative Framework for Explainable Complaint Detection

APOORVA SINGH, Raghav Jain, Prince Jha, Sriparna Saha

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text

Qianhui Wu, Huiqiang Jiang, Haonan Yin, Börje F. Karlsson, Chin-Yew Lin

Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora

Svanhvít Lilja Ingólfsdóttir, Petur Ragnarsson, Haukur Jónsson, Haukur Simonarson, Vilhjalmur Thorsteinsson

VisText: A Benchmark for Semantically Rich Chart Captioning

Benny Tang, Angie Boggust, Arvind Satyanarayan

Learning Better Masking for Better Language Model Pre-training

Dongjie Yang, Zhuosheng Zhang, Hai Zhao

Multi-target Backdoor Attacks for Code Pre-trained Models

Yanzhou Li, Shangqing Liu, Kangjie Chen, Xiaofei Xie, Tianwei Zhang

Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation

Benjamin Minixhofer, Jonas Pfeiffer, Ivan Vulić

Local Byte Fusion for Neural Machine Translation

Makesh Narsimhan Sreedhar, Xiangpeng Wan, Yu Cheng, Junjie Hu

Empowering Cross-lingual Behavioral Testing of NLP Models with Typological Features

Ester Hlavnova, Sebastian Ruder

Dynamic Transformers Provide a False Sense of Efficiency

Yiming Chen, Simin Chen, Zexin Li, Wei Yang, Cong Liu

Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations

Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon, Jaewoo Kang

Automatic Annotation of Direct Speech in Written French Narratives

Noé Durandard, Viet Anh Tran, Gaspard Michel, Elena Epure

Are Machine Rationales (Not) Useful to Humans? Measuring and Improving Human Utility of Free-text Rationales

Brihi Joshi, Ziyi Liu, Sahana Ramnath, Aaron Chan, Zhewei Tong

UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning

Zhengwei Tao, Zhi Jin, Haiyan Zhao, Chengfeng Dou, Yongqiang Zhao

When and how to paraphrase for named entity recognition?

Saket Sharma, Aviral Joshi, Yiyun Zhao, Namrata Mukhija, Hanoz Bhathena

Curriculum Learning for Graph Neural Networks: A Multiview Competence-based Approach

Nidhi Vakil, Hadi Amiri

Soft Language Clustering for Multilingual Model Pre-training

Jiali Zeng, Yufan Jiang, Yongjing Yin, Yi Jing, Fandong Meng

Patton: Language Model Pretraining on Text-Rich Networks

Bowen Jin, Wentao Zhang, Yu Zhang, Yu Meng, Xinyang Zhang

Fact-Checking Complex Claims with Program-Guided Reasoning

Liangming Pan, Xiaobao Wu, Xinyuan Lu, Anh Tuan Luu, William Yang Wang

Few-shot In-context Learning on Knowledge Base Question Answering

Tianle Li, Xueguang Ma, Alex Zhuang, Yu Gu, Yu Su

Compounding Geometric Operations for Knowledge Graph Completion

Xiou Ge, Yun Cheng Wang, Bin Wang, C.-C. Jay Kuo

PairSpanBERT: An Enhanced Language Model for Bridging Resolution

Hideo Kobayashi, Yufang Hou, Vincent Ng

Are Experts Needed? On Human Evaluation of Counselling Reflection Generation

Zixiu Wu, Simone Balloccu, Ehud Reiter, Rim Helaoui, Diego Reforgiato Recupero

Deep Model Compression Also Helps Models Capture Ambiguity

Hancheol Park, Jong Park

TemplateGEC: Improving Grammatical Error Correction with Detection Template

Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong

Interpretable Math Word Problem Solution Generation via Step-by-step Planning

Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew Lan

Improving the Robustness of Summarization Systems with Dual Augmentation

Xiuying Chen, Guodong Long, Chongyang Tao, Mingzhe Li, Xin Gao

Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization

Rongxin Zhu, Jianzhong Qi, Jey Han Lau

Rethinking Multimodal Entity and Relation Extraction from a Translation Point of View

Changmeng Zheng, Junhao Feng, Yi Cai, Xiaoyong Wei, Qing Li

What social attitudes about gender does BERT encode? Leveraging insights from psycholinguistics

Julia Watson, Barend Beekhuizen, Suzanne Stevenson

Counterfactual Debiasing for Fact Verification

Weizhi Xu, Qiang Liu, Shu Wu, Liang Wang

Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning

Subhajit Chaudhury, Sarathkrishna Swaminathan, Daiki Kimura, Prithviraj Sen, Keerthiram Murugesan

FLamE: Few-shot Learning from Natural Language Explanations

Yangqiaoyu Zhou, Yiming Zhang, Chenhao Tan

Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation

Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park

SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created through Human-Machine Collaboration

Hwaran Lee, Seokhee Hong, Joonsuk Park, Takyoung Kim, Meeyoung Cha

RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction

Jun Zhao, WenYu Zhan, Xin Zhao, Qi Zhang, Tao Gui

Trillion Dollar Words: A New Financial Dataset, Task & Market Analysis

Agam Shah, Suvan Paturi, Sudheer Chava

Prompting Language Models for Linguistic Structure

Terra Blevins, Hila Gonen, Luke Zettlemoyer