Findings of the Association for Computational Linguistics 2023: all accepted papers

2,194 papers · page 12 of 22 · the most cited first · ← Findings of the Association for Computational Linguistics 2023

Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms ↗Meghdut Sengupta, Milad Alshomary, Ingrid Scharlau et al.4 citations
Modular Transformers: Compressing Transformers into Modularized Layers for Flexible Efficient Inference ↗Wangchunshu Zhou, Ronan Le Bras, Yejin Choi4 citations
Multi-Domain Dialogue State Tracking with Disentangled Domain-Slot Attention ↗Longfei Yang, Jiyi Li, Sheng Li et al.4 citations
Multi-modal Sarcasm Generation: Dataset and Solution ↗Wenye Zhao, Qingbao Huang, Dongsheng Xu et al.4 citations
Multilingual BERT has an accent: Evaluating English influences on fluency in multilingual models ↗Isabel Papadimitriou, Kezia Lopez, Dan Jurafsky4 citations
Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference ↗Chongyang Shi, Yijun Yin, Qi Zhang et al.4 citations
NERvous About My Health: Constructing a Bengali Medical Named Entity Recognition Dataset ↗Alvi Khan, Fida Kamal, Nuzhat Nower et al.4 citations
Narrative Order Aware Story Generation via Bidirectional Pretraining Model with Optimal Transport Reward ↗Zhicong Lu, Li Jin, Guangluan Xu et al.4 citations
Narrative Style and the Spread of Health Misinformation on Twitter ↗Achyutarama Ganti, Eslam Ali Hassan Hussein, Steven Wilson et al.4 citations
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ↗Boyu Wang, Linhai Zhang, Deyu Zhou et al.4 citations
NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery ↗Farhad Moghimifar, Shilin Qu, Tongtong Wu et al.4 citations
On Dataset Transferability in Active Learning for Transformers ↗Fran Jelenić, Josip Jukić, Nina Drobac et al.4 citations
On Event Individuation for Document-Level Information Extraction ↗William Gantt, Reno Kriz, Yunmo Chen et al.4 citations
On the Dimensionality of Sentence Embeddings ↗Hongwei Wang, Hongming Zhang, Dong Yu4 citations
Our kind of people? Detecting populist references in political debates ↗Christopher Klamm, Ines Rehbein, Simone Paolo Ponzetto4 citations
PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning ↗Yongil Kim, Yerin Hwang, Hyeongu Yun et al.4 citations
PROTEGE: Prompt-based Diverse Question Generation from Web Articles ↗Vinayak Puranik, Anirban Majumder, Vineet Chaoji4 citations
PRiSM: Enhancing Low-Resource Document-Level Relation Extraction with Relation-Aware Score Calibration ↗Minseok Choi, Hyesu Lim, Jaegul Choo · IJCNLP-AACL 2023 (Findings4 citations
PerturbScore: Connecting Discrete and Continuous Perturbations in NLP ↗Linyang Li, Ke Ren, Yunfan Shao et al.4 citations
Practical Takes on Federated Learning with Pretrained Language Models ↗Ankur Agarwal, Mehdi Rezagholizadeh, Prasanna Parthasarathi4 citations
Pre-Trained Language-Meaning Models for Multilingual Parsing and Generation ↗Chunliu Wang, Huiyuan Lai, Malvina Nissim et al.4 citations
Prefix-Tuning Based Unsupervised Text Style Transfer ↗Huiyu Mai, Wenhao Jiang, Zhi-Hong Deng4 citations
QueryForm: A Simple Zero-shot Form Entity Query Framework ↗Zifeng Wang, Zizhao Zhang, Jacob Devlin et al.4 citations
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ↗Chulun Zhou, Yunlong Liang, Fandong Meng et al.4 citations
Re-appraising the Schema Linking for Text-to-SQL ↗Yujian Gan, Xinyun Chen, Matthew Purver4 citations
ReactIE: Enhancing Chemical Reaction Extraction with Weak Supervision ↗Ming Zhong, Siru Ouyang, Minhao Jiang et al.4 citations
Recyclable Tuning for Continual Pre-training ↗Yujia Qin, Cheng Qian, Xu Han et al.4 citations
Reinforcement Learning for Topic Models ↗Jeremy Costello, Marek Reformat4 citations
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision ↗Zhen Wan, Fei Cheng, Qianying Liu et al.4 citations
Revisiting Intermediate Layer Distillation for Compressing Language Models: An Overfitting Perspective ↗Jongwoo Ko, Seungjoon Park, Minchan Jeong et al.4 citations
Revisiting Non-Autoregressive Translation at Scale ↗Zhihao Wang, Longyue Wang, Jinsong Su et al.4 citations
Revisiting Sample Size Determination in Natural Language Understanding ↗Ernie Chang, Muhammad Hassan Rashid, Pin-Jie Lin et al.4 citations
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment ↗Jielin Qiu, Jiacheng Zhu, Mengdi Xu et al.4 citations
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes ↗Adam Lelkes, Eric Loreaux, Tal Schuster et al.4 citations
Score It All Together: A Multi-Task Learning Study on Automatic Scoring of Argumentative Essays ↗Yuning Ding, Marie Bexte, Andrea Horbach4 citations
Second Language Acquisition of Neural Language Models ↗Miyu Oba, Tatsuki Kuribayashi, Hiroki Ouchi et al.4 citations
Self-supervised Meta-Prompt Learning with Meta-Gradient Regularization for Few-shot Generalization ↗Kaihang Pan, Juncheng Li, Hongye Song et al.4 citations
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking ↗Yuxiang Wu, Guanting Dong, Weiran Xu4 citations
Semi-Supervised Domain Adaptation for Emotion-Related Tasks ↗Mahshid Hosseini, Cornelia Caragea4 citations
Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack ↗Pengwei Zhan, Jing Yang, He Wang et al.4 citations
Simple Yet Effective Synthetic Dataset Construction for Unsupervised Opinion Summarization ↗Ming Shen, Jie Ma, Shuai Wang et al.4 citations
Solving Cosine Similarity Underestimation between High Frequency Words by $\ell_2$ Norm Discounting ↗Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala4 citations
StructSP: Efficient Fine-tuning of Task-Oriented Dialog System by Using Structure-aware Boosting and Grammar Constraints ↗Dinh-Truong Do, Minh-Phuong Nguyen, Le-Minh Nguyen4 citations
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks ↗Zixuan Ke, Bing Liu, Wenhan Xiong et al.4 citations
Synthetic Pre-Training Tasks for Neural Machine Translation ↗Zexue He, Graeme Blackwood, Rameswar Panda et al.4 citations
TACR: A Table Alignment-based Cell Selection Method for HybridQA ↗Jian Wu, Yicheng Xu, Yan Gao et al.4 citations
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model ↗Patrick Kahardipraja, Brielen Madureira, David Schlangen4 citations
TEPrompt: Task Enlightenment Prompt Learning for Implicit Discourse Relation RecognitionWei Xiang, Chao Liang, Bang Wang4 citations · our summary
Target-Oriented Relation Alignment for Cross-Lingual Stance Detection ↗Ruike Zhang, Nan Xu, Hanxuan Yang et al.4 citations
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ↗Shan Zhang, Bin Cao, Tianming Zhang et al.4 citations
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ↗Minqian Liu, Lifu Huang4 citations
Template Filling for Controllable Commonsense Reasoning ↗Dheeraj Rajagopal, Vivek Khetan, Bogdan Sacaleanu et al. · IJCNLP-AACL 2023 (Findings4 citations
Text2Tree: Aligning Text Representation to the Label Tree Hierarchy for Imbalanced Medical Classification ↗Jiahuan Yan, Haojun Gao, Zhang Kai et al.4 citations
The Law and NLP: Bridging Disciplinary Disconnects ↗Robert Mahari, Dominik Stammbach, Elliott Ash et al.4 citations
Time-Aware Language Modeling for Historical Text Dating ↗Han Ren, Hai Wang, Yajie Zhao et al.4 citations
Toward Stronger Textual Attack Detectors ↗Pierre Colombo, Marine Picot, Nathan Noiry et al.4 citations
Towards Being Parameter-Efficient: A Stratified Sparsely Activated Transformer with Dynamic Capacity ↗Haoran Xu, Maha Elbayad, Kenton Murray et al.4 citations
Towards Fine-tuning Pre-trained Language Models with Integer Forward and Backward Propagation ↗Mohammadreza Tayaranian Hosseini, Alireza Ghaffari, Marzieh S. Tahaei et al.4 citations
Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples ↗Zixuan Ren, Yang Zhao, Chengqing Zong4 citations
Towards Reference-free Text Simplification Evaluation with a BERT Siamese Network Architecture ↗Xinran Zhao, Esin Durmus, Dit-Yan Yeung4 citations
Transformer-based Models for Long-Form Document Matching: Challenges and Empirical Analysis ↗Akshita Jha, Adithya Samavedhi, Vineeth Rakesh et al.4 citations
Trigger Warnings: Bootstrapping a Violence Detector for Fan Fiction ↗Magdalena Wolska, Matti Wiegmann, Christopher Schröder et al.4 citations
Tuna: Instruction Tuning using Feedback from Large Language Models ↗Haoran Li, Yiran Liu, Xingxing Zhang et al.4 citations
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding ↗Rui Sun, Zhecan Wang, Haoxuan You et al.4 citations
Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings ↗Taichi Aida, Danushka Bollegala4 citations
Unveiling the Power of Argument Arrangement in Online Persuasive Discussions ↗Nailia Mirzakhmedova, Johannes Kiesel, Khalid Al-Khatib et al.4 citations
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number ↗Sophie Hao, Tal Linzen4 citations
Viewing Knowledge Transfer in Multilingual Machine Translation Through a Representational Lens ↗David Stap, Vlad Niculae, Christof Monz4 citations
When it Rains, it Pours: Modeling Media Storms and the News Ecosystem ↗Benjamin Litterer, David Jurgens, Dallas Card4 citations
With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ↗Nihar Sahoo, Niteesh Mallela, Pushpak Bhattacharyya4 citations
World Models for Math Story Problems ↗Andreas Opedal, Niklas Stoehr, Abulhair Saparov et al.4 citations
You Are What You Annotate: Towards Better Models through Annotator Representations ↗Naihao Deng, Xinliang Frederick Zhang, Siyang Liu et al.4 citations
Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases ↗Santosh T.Y.S.S, Oana Ichim, Matthias Grabmair4 citations
“Why do I feel offended?” - Korean Dataset for Offensive Language Identification ↗San-Hee Park, Kang-Min Kim, O-Joun Lee et al.4 citations
$G^3R$: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation ↗Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang et al.3 citations
1-PAGER: One Pass Answer Generation and Evidence Retrieval ↗Palak Jain, Livio Baldini Soares, Tom Kwiatkowski3 citations
A Benchmark for Semi-Inductive Link Prediction in Knowledge Graphs ↗Adrian Kochsiek, Rainer Gemulla3 citations
A Call for Standardization and Validation of Text Style Transfer Evaluation ↗Phil Ostheimer, Mayank Nagda, Marius Kloft et al.3 citations
A Comprehensive Evaluation of Tool-Assisted Generation Strategies ↗Alon Jacovi, Avi Caciularu, Jonathan Herzig et al.3 citations
A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information ↗Vladimir Araujo, Alvaro Soto, Marie-Francine Moens3 citations
A Question of Style: A Dataset for Analyzing Formality on Different Levels ↗Elisabeth Eder, Ulrike Krieg-Holz, Michael Wiegand3 citations
A Sequence-to-Sequence&Set Model for Text-to-Table Generation ↗Tong Li, Zhihao Wang, Liangying Shao et al.3 citations
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ↗Yang Zhao, Tetsuya Nasukawa, Masayasu Muraoka et al.3 citations
A Table-to-Text Framework with Heterogeneous Multidominance Attention and Self-Evaluated Multi-Pass Deliberation ↗Xi Chen, Xinjiang Lu, Haoran Xin et al.3 citations
ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization ↗Peiyao Li, Zhengkun Zhang, Jun Wang et al.3 citations
AMR-TST: Abstract Meaning Representation-based Text Style TransferKaize Shi, Xueyao Sun, Li He et al.3 citations · our summary
Accuracy is not enough: Evaluating Personalization in Summarizers ↗Rahul Vansh, Darsh Rank, Sourish Dasgupta et al.3 citations
Active Learning for Multilingual Semantic Parser ↗Zhuang Li, Gholamreza Haffari3 citations
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ↗Wenhao Huang, Jiaqing Liang, Zhixu Li et al.3 citations
Adaptive Structure Induction for Aspect-based Sentiment Analysis with Spectral Perspective ↗Hao Niu, Yun Xiong, Xiaosu Wang et al.3 citations
Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding ↗Venkata Prabhakara Sarath Nookala, Gaurav Verma, Subhabrata Mukherjee et al.3 citations
Adversarial Training for Low-Resource Disfluency Correction ↗Vineet Bhat, Preethi Jyothi, Pushpak Bhattacharyya3 citations
An Empirical Analysis of Leveraging Knowledge for Low-Resource Task-Oriented Semantic Parsing ↗Mayank Kulkarni, Aoxiao Zhong, Nicolas Guenon des mesnards et al.3 citations
An Extensive Exploration of Back-Translation in 60 Languages ↗Paul McNamee, Kevin Duh3 citations
An Investigation of Noise in Morphological Inflection ↗Adam Wiemerslage, Changbing Yang, Garrett Nicolai et al.3 citations
Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping ↗Zhaohui Li, Susan Lloyd, Matthew Beckman et al.3 citations
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding ↗Lixing Zhu, Runcong Zhao, Lin Gui et al.3 citations
Asymmetric feature interaction for interpreting model predictions ↗Xiaolei Lu, Jianghong Ma, Haode Zhang3 citations
Automatic Named Entity Obfuscation in Speech ↗Judita Preiss3 citations
Automatic Readability Assessment for Closely Related Languages ↗Joseph Marvin Imperial, Ekaterina Kochmar3 citations

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📰 Findings of the Association for Computational Linguistics 2023: all accepted papers

Findings of the Association for Computational Linguistics 2023: all accepted papers