ACL 2023: all accepted papers
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- VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets ↗Vageesh Saxena, Nils Rethmeier, Gijs van Dijck et al. · Long Papers6 citations
- Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning ↗Ye Wang, Wang Lin, Shengyu Zhang et al. · Long Papers6 citations
- What social attitudes about gender does BERT encode? Leveraging insights from psycholinguistics ↗Julia Watson, Barend Beekhuizen, Suzanne Stevenson · Long Papers6 citations
- What, When, and How to Ground: Designing User Persona-Aware Conversational Agents for Engaging Dialogue ↗Deuksin Kwon, Sunwoo Lee, Ki Hyun Kim et al. · Industry Track6 citations
- Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ↗Elias Stengel-Eskin, Jimena Guallar-Blasco, Yi Zhou et al. · Long Papers6 citations
- Won't Get Fooled Again: Answering Questions with False Premises ↗Shengding Hu, Yifan Luo, Huadong Wang et al. · Long Papers6 citations
- World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models ↗Ziqiao Ma, Jiayi Pan, Joyce Chai · Long Papers · 🏆 Outstanding Paper Award6 citations
- YANMTT: Yet Another Neural Machine Translation Toolkit ↗Raj Dabre, Diptesh Kanojia, Chinmay Sawant et al. · System Demonstrations6 citations
- Your spouse needs professional help: Determining the Contextual Appropriateness of Messages through Modeling Social Relationships ↗David Jurgens, Agrima Seth, Jackson Sargent et al. · Long Papers6 citations
- A New Dataset and Empirical Study for Sentence Simplification in Chinese ↗Shiping Yang, Renliang Sun, Xiaojun Wan · Long Papers5 citations
- A Survey on Zero Pronoun Translation ↗Longyue Wang, Siyou Liu, Mingzhou Xu et al. · Long Papers5 citations
- ALERT: Adapt Language Models to Reasoning Tasks ↗Ping Yu, Tianlu Wang, Olga Golovneva et al. · Long Papers5 citations
- AMRs Assemble! Learning to Ensemble with Autoregressive Models for AMR Parsing ↗Abelardo Carlos Martínez Lorenzo, Pere Lluís Huguet Cabot, Roberto Navigli · Short Papers5 citations
- APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ↗Soumya Sanyal, Yichong Xu, Shuohang Wang et al. · Long Papers5 citations
- Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations ↗Wenting Zhao, Justin Chiu, Claire Cardie et al. · Long Papers5 citations
- Alfred: A System for Prompted Weak Supervision ↗Peilin Yu, Stephen Bach · System Demonstrations5 citations
- An Open Dataset and Model for Language IdentificationLaurie Burchell, Alexandra Birch, Nikolay Bogoychev et al. · Short Papers5 citations · our summary
- Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ↗Bingsheng Yao, Prithviraj Sen, Lucian Popa et al. · Long Papers5 citations
- Are Sample-Efficient NLP Models More Robust? ↗Nelson F. Liu, Ananya Kumar, Percy Liang et al. · Short Papers5 citations
- ArgAnalysis35K : A large-scale dataset for Argument Quality Analysis ↗Omkar Joshi, Priya Pitre, Yashodhara Haribhakta · Long Papers5 citations
- ArgU: A Controllable Factual Argument Generator ↗Sougata Saha, Rohini Srihari · Long Papers5 citations
- Balancing Lexical and Semantic Quality in Abstractive Summarization ↗Jeewoo Sul, Yong Suk Choi · Short Papers5 citations
- Binary and Ternary Natural Language Generation ↗Zechun Liu, Barlas Oguz, Aasish Pappu et al. · Long Papers5 citations
- CTC-based Non-autoregressive Speech Translation ↗Chen Xu, Xiaoqian Liu, Xiaowen Liu et al. · Long Papers5 citations
- Consistency Regularization Training for Compositional Generalization ↗Yongjing Yin, Jiali Zeng, Yafu Li et al. · Long Papers5 citations
- Contextual Knowledge Learning for Dialogue Generation ↗Wen Zheng, Natasa Milic-Frayling, Ke Zhou · Long Papers5 citations
- Curriculum Learning for Graph Neural Networks: A Multiview Competence-based Approach ↗Nidhi Vakil, Hadi Amiri · Long Papers5 citations
- DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ↗Haiming Wang, Ye Yuan, Zhengying Liu et al. · Long Papers5 citations
- Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models ↗Junmo Kang, Wei Xu, Alan Ritter · Long Papers5 citations
- Distractor Generation for Fill-in-the-Blank Exercises by Question Type ↗Nana Yoshimi, Tomoyuki Kajiwara, Satoru Uchida et al. · Student Research Workshop5 citations
- Diversity-Aware Coherence Loss for Improving Neural Topic Models ↗Raymond Li, Felipe Gonzalez-Pizarro, Linzi Xing et al. · Short Papers5 citations
- Dynamic Transformers Provide a False Sense of Efficiency ↗Yiming Chen, Simin Chen, Zexin Li et al. · Long Papers5 citations
- Efficient Semiring-Weighted Earley Parsing ↗Andreas Opedal, Ran Zmigrod, Tim Vieira et al. · Long Papers5 citations
- Explanation-based Finetuning Makes Models More Robust to Spurious Cues ↗Josh Magnus Ludan, Yixuan Meng, Tai Nguyen et al. · Long Papers5 citations
- Generating Hashtags for Short-form Videos with Guided Signals ↗Tiezheng Yu, Hanchao Yu, Davis Liang et al. · Long Papers5 citations
- Generating User-Engaging News Headlines ↗Pengshan Cai, Kaiqiang Song, Sangwoo Cho et al. · Long Papers5 citations
- How do humans perceive adversarial text? A reality check on the validity and naturalness of word-based adversarial attacks ↗Salijona Dyrmishi, Salah Ghamizi, Maxime Cordy · Long Papers5 citations
- IDRISI-RA: The First Arabic Location Mention Recognition Dataset of Disaster Tweets ↗Reem Suwaileh, Muhammad Imran, Tamer Elsayed · Long Papers5 citations
- Improving Automatic Quotation Attribution in Literary Novels ↗Krishnapriya Vishnubhotla, Frank Rudzicz, Graeme Hirst et al. · Short Papers5 citations
- Improving the Detection of Multilingual Online Attacks with Rich Social Media Data from Singapore ↗Janosch Haber, Bertie Vidgen, Matthew Chapman et al. · Long Papers5 citations
- Interpretable Math Word Problem Solution Generation via Step-by-step Planning ↗Mengxue Zhang, Zichao Wang, Zhichao Yang et al. · Long Papers5 citations
- Jointprop: Joint Semi-supervised Learning for Entity and Relation Extraction with Heterogeneous Graph-based Propagation ↗Yandan Zheng, Anran Hao, Anh Tuan Luu · Long Papers5 citations
- KWJA: A Unified Japanese Analyzer Based on Foundation Models ↗Nobuhiro Ueda, Kazumasa Omura, Takashi Kodama et al. · System Demonstrations5 citations
- LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ↗Rindra Ramamonjison, Timothy Yu, Linzi Xing et al. · System Demonstrations5 citations
- Learning Answer Generation using Supervision from Automatic Question Answering Evaluators ↗Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski et al. · Long Papers5 citations
- MIL-Decoding: Detoxifying Language Models at Token-Level via Multiple Instance Learning ↗Xu Zhang, Xiaojun Wan · Long Papers5 citations
- MIReAD: Simple Method for Learning High-quality Representations from Scientific Documents ↗Anastasiia Razdaibiedina, Aleksandr Brechalov · Short Papers5 citations
- MOSPC: MOS Prediction Based on Pairwise Comparison ↗Kexin Wang, Yunlong Zhao, Qianqian Dong et al. · Short Papers5 citations
- MPCHAT: Towards Multimodal Persona-Grounded Conversation ↗Jaewoo Ahn, Yeda Song, Sangdoo Yun et al. · Long Papers5 citations
- ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning ↗Xiao Xu, Bei Li, Chenfei Wu et al. · Long Papers5 citations
- MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries ↗Yang Cui, Lifeng Han, Goran Nenadic · Student Research Workshop5 citations
- MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies ↗Shiyue Zhang, Shijie Wu, Ozan Irsoy et al. · Long Papers5 citations
- Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field ↗Zixia Jia, Zhaohui Yan, Wenjuan Han et al. · Long Papers5 citations
- No clues, good clues: Out of context Lexical Relation Classification ↗Lucía Pitarch, Jorge Bernad, Licri Dranca et al. · Long Papers5 citations
- Non-Sequential Graph Script Induction via Multimedia Grounding ↗Yu Zhou, Sha Li, Manling Li et al. · Long Papers5 citations
- OpenDelta: A Plug-and-play Library for Parameter-efficient Adaptation of Pre-trained Models ↗Shengding Hu, Ning Ding, Weilin Zhao et al. · System Demonstrations5 citations
- ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-TranslationKuan-Hao Huang, Varun Iyer, I-Hung Hsu et al. · Long Papers · 🏆 Area Chair Award (Semantics: Sentence-level Semantics, Textual Inference, and Other Areas)5 citations · our summary
- Plug-and-Play Document Modules for Pre-trained Models ↗Chaojun Xiao, Zhengyan Zhang, Xu Han et al. · Long Papers5 citations
- Predicting Customer Satisfaction with Soft Labels for Ordinal Classification ↗Etienne Manderscheid, Matthias Lee · Industry Track5 citations
- Query Refinement Prompts for Closed-Book Long-Form QA ↗Reinald Kim Amplayo, Kellie Webster, Michael Collins et al. · Long Papers5 citations
- Query-Efficient Black-Box Red Teaming via Bayesian Optimization ↗Deokjae Lee, JunYeong Lee, Jung-Woo Ha et al. · Long Papers5 citations
- Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering ↗Jiajie Zhang, Shulin Cao, Tingjian Zhang et al. · Long Papers5 citations
- Revisiting Cross-Lingual Summarization: A Corpus-based Study and A New Benchmark with Improved Annotation ↗Yulong Chen, Huajian Zhang, Yijie Zhou et al. · Long Papers5 citations
- Revisiting Token Dropping Strategy in Efficient BERT Pretraining ↗Qihuang Zhong, Liang Ding, Juhua Liu et al. · Long Papers5 citations
- SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ↗Wenda Xu, Xian Qian, Mingxuan Wang et al. · Long Papers5 citations
- SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created through Human-Machine Collaboration ↗Hwaran Lee, Seokhee Hong, Joonsuk Park et al. · Long Papers5 citations
- SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ↗Philippe Laban, Jesse Vig, Wojciech Kryscinski et al. · Long Papers5 citations
- SciLit: A Platform for Joint Scientific Literature Discovery, Summarization and Citation Generation ↗Nianlong Gu, Richard H.R. Hahnloser · System Demonstrations5 citations
- Search Query Spell Correction with Weak Supervision in E-commerce ↗Vishal Kakkar, Chinmay Sharma, Madhura Pande et al. · Industry Track5 citations
- Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ↗Ze-Feng Gao, Kun Zhou, Peiyu Liu et al. · Long Papers5 citations
- TAGPRIME: A Unified Framework for Relational Structure Extraction ↗I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang et al. · Long Papers5 citations
- The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ↗Ariel Gera, Roni Friedman, Ofir Arviv et al. · Long Papers5 citations
- Towards Identifying Fine-Grained Depression Symptoms from Memes ↗Shweta Yadav, Cornelia Caragea, Chenye Zhao et al. · Long Papers5 citations
- Unsupervised Extractive Summarization of Emotion Triggers ↗Tiberiu Sosea, Hongli Zhan, Junyi Jessy Li et al. · Long Papers5 citations
- VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions ↗Yuxuan Wang, Zilong Zheng, Xueliang Zhao et al. · Long Papers5 citations
- Vision Meets Definitions: Unsupervised Visual Word Sense Disambiguation Incorporating Gloss Information ↗Sunjae Kwon, Rishabh Garodia, Minhwa Lee et al. · Long Papers5 citations
- XDailyDialog: A Multilingual Parallel Dialogue Corpus ↗Zeming Liu, Ping Nie, Jie Cai et al. · Long Papers5 citations
- XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning Representations ↗Yusen Zhang, Jun Wang, Zhiguo Wang et al. · Long Papers5 citations
- Zshot: An Open-source Framework for Zero-Shot Named Entity Recognition and Relation Extraction ↗Gabriele Picco, Marcos Martinez Galindo, Alberto Purpura et al. · System Demonstrations5 citations
- “Knowledge is Power”: Constructing Knowledge Graph of Abdominal Organs and Using Them for Automatic Radiology Report Generation ↗Kaveri Kale, Pushpak Bhattacharyya, Aditya Shetty et al. · Industry Track5 citations
- bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark ↗Momchil Hardalov, Pepa Atanasova, Todor Mihaylov et al. · Long Papers5 citations
- A Neural Divide-and-Conquer Reasoning Framework for Image Retrieval from Linguistically Complex Text ↗Yunxin Li, Baotian Hu, Yuxin Ding et al. · Long Papers4 citations
- A Simple Concatenation can Effectively Improve Speech Translation ↗Linlin Zhang, Kai Fan, Boxing Chen et al. · Short Papers4 citations
- A Study on the Efficiency and Generalization of Light Hybrid Retrievers ↗Man Luo, Shashank Jain, Anchit Gupta et al. · Short Papers4 citations
- A Theory of Unsupervised Speech Recognition ↗Liming Wang, Mark Hasegawa-Johnson, Chang Yoo · Long Papers4 citations
- A Weakly Supervised Classifier and Dataset of White Supremacist Language ↗Michael Miller Yoder, Ahmad Diab, David West Brown et al. · Short Papers4 citations
- AI Coach Assist: An Automated Approach for Call Recommendation in Contact Centers for Agent Coaching ↗Md Tahmid Rahman Laskar, Cheng Chen, Xue-yong Fu et al. · Industry Track4 citations
- Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users ↗Liang Wang, Ivano Lauriola, Alessandro Moschitti · Industry Track4 citations
- Actively Supervised Clustering for Open Relation Extraction ↗Jun Zhao, Yongxin Zhang, Qi Zhang et al. · Long Papers4 citations
- Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring ↗Cong Wang, Zhiwei Jiang, Yafeng Yin et al. · Long Papers4 citations
- An Extensible Plug-and-Play Method for Multi-Aspect Controllable Text Generation ↗Xuancheng Huang, Zijun Liu, Peng Li et al. · Long Papers4 citations
- Are Experts Needed? On Human Evaluation of Counselling Reflection Generation ↗Zixiu Wu, Simone Balloccu, Ehud Reiter et al. · Long Papers4 citations
- AtTGen: Attribute Tree Generation for Real-World Attribute Joint Extraction ↗Yanzeng Li, Bingcong Xue, Ruoyu Zhang et al. · Long Papers4 citations
- Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations ↗Hyunjae Kim, Jaehyo Yoo, Seunghyun Yoon et al. · Long Papers4 citations
- Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ↗John Wieting, Jonathan Clark, William Cohen et al. · Long Papers4 citations
- Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy ↗Zekai Chen, Mariann Micsinai Balan, Kevin Brown · Industry Track4 citations
- Byte-Level Grammatical Error Correction Using Synthetic and Curated Corpora ↗Svanhvít Lilja Ingólfsdóttir, Petur Ragnarsson, Haukur Jónsson et al. · Long Papers4 citations
- CARE: Collaborative AI-Assisted Reading Environment ↗Dennis Zyska, Nils Dycke, Jan Buchmann et al. · System Demonstrations4 citations
- Compositional Data Augmentation for Abstractive Conversation Summarization ↗Siru Ouyang, Jiaao Chen, Jiawei Han et al. · Long Papers4 citations
- Concise Answers to Complex Questions: Summarization of Long-form Answers ↗Abhilash Potluri, Fangyuan Xu, Eunsol Choi · Long Papers4 citations
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