Findings of the Association for Computational Linguistics 2023: all accepted papers
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- Perceptual Structure in the absence of grounding: the impact of abstractedness and subjectivity in color language for LLMs ↗Pablo Loyola, Edison Marrese-Taylor, Andres Hoyos-Idrobo9 citations
- Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks ↗Zhicheng Guo, Sijie Cheng, Yile Wang et al.9 citations
- ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense ↗Kankan Zhou, Eason Lai, Wei Bin Au Yeong et al.9 citations
- Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation ↗A. Seza Doğruöz, Sunayana Sitaram, Zheng Xin Yong9 citations
- Rethinking Round-Trip Translation for Machine Translation Evaluation ↗Terry Yue Zhuo, Qiongkai Xu, Xuanli He et al.9 citations
- SEAG: Structure-Aware Event Causality Generation ↗Zhengwei Tao, Zhi Jin, Xiaoying Bai et al.9 citations
- Speaking Style Conversion in the Waveform Domain Using Discrete Self-Supervised Units ↗Gallil Maimon, Yossi Adi9 citations
- Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking ↗Derek Chen, Kun Qian, Zhou Yu9 citations
- SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research ↗Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri et al.9 citations
- T-Projection: High Quality Annotation Projection for Sequence Labeling Tasks ↗Iker García-Ferrero, Rodrigo Agerri, German Rigau9 citations
- Task-specific Compression for Multi-task Language Models using Attribution-based Pruning ↗Nakyeong Yang, Yunah Jang, Hwanhee Lee et al.9 citations
- Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries ↗Nishanth Nakshatri, Siyi Liu, Sihao Chen et al.9 citations
- What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection ↗Sourabh Zanwar, Xiaofei Li, Daniel Wiechmann et al.9 citations
- Which Examples Should be Multiply Annotated? Active Learning When Annotators May Disagree ↗Connor Baumler, Anna Sotnikova, Hal Daumé III9 citations
- mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences ↗David Uthus, Santiago Ontañón, Joshua Ainslie et al.9 citations
- A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles ↗Daria-Mihaela Broscoțeanu, Radu Tudor Ionescu8 citations
- ASSERT: Automated Safety Scenario Red Teaming for Evaluating the Robustness of Large Language Models ↗Alex Mei, Sharon Levy, William Wang8 citations
- AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing ↗Asaad Alghamdi, Xinyu Duan, Wei Jiang et al.8 citations
- Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM ↗Sahal Shaji Mullappilly, Abdelrahman Shaker, Omkar Thawakar et al.8 citations
- Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems ↗Yixin Wan, Jieyu Zhao, Aman Chadha et al.8 citations
- Aspect-aware Unsupervised Extractive Opinion Summarization ↗Haoyuan Li, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi8 citations
- Auto Search Indexer for End-to-End Document Retrieval ↗Tianchi Yang, Minghui Song, Zihan Zhang et al.8 citations
- Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction ↗Siyu Yuan, Jiangjie Chen, Xuyang Ge et al.8 citations
- Beyond Denouncing Hate: Strategies for Countering Implied Biases and Stereotypes in Language ↗Jimin Mun, Emily Allaway, Akhila Yerukola et al.8 citations
- CITB: A Benchmark for Continual Instruction Tuning ↗Zihan Zhang, Meng Fang, Ling Chen et al.8 citations
- CKDST: Comprehensively and Effectively Distill Knowledge from Machine Translation to End-to-End Speech Translation ↗Yikun Lei, Zhengshan Xue, Xiaohu Zhao et al.8 citations
- Can Brain Signals Reveal Inner Alignment with Human Languages? ↗Jielin Qiu, William Han, Jiacheng Zhu et al.8 citations
- Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? ↗Yuwei Bao, Keunwoo Yu, Yichi Zhang et al.8 citations
- Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model ↗Parishad BehnamGhader, Santiago Miret, Siva Reddy8 citations
- Citance-Contextualized Summarization of Scientific Papers ↗Shahbaz Syed, Ahmad Dawar Hakimi, Khalid Al-Khatib et al.8 citations
- Coarse-to-fine Few-shot Learning for Named Entity Recognition ↗Ruotian Ma, Zhang Lin, Xuanting Chen et al.8 citations
- Comparing Prompt-Based and Standard Fine-Tuning for Urdu Text Classification ↗Faizad Ullah, Ubaid Azam, Ali Faheem et al.8 citations
- Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? ↗Margarita Bugueño, Gerard de Melo8 citations
- Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages ↗Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha et al.8 citations
- Data Augmentation for Low-Resource Keyphrase Generation ↗Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea8 citations
- Decomposing Complex Queries for Tip-of-the-tongue Retrieval ↗Kevin Lin, Kyle Lo, Joseph Gonzalez et al.8 citations
- Defining a New NLP Playground ↗Sha Li, Chi Han, Pengfei Yu et al.8 citations
- Distractor Generation based on Text2Text Language Models with Pseudo Kullback-Leibler Divergence Regulation ↗Hui-Juan Wang, Kai-Yu Hsieh, Han-Cheng Yu et al.8 citations
- Don't waste a single annotation: improving single-label classifiers through soft labels ↗Ben Wu, Yue Li, Yida Mu et al.8 citations
- Emergent Modularity in Pre-trained Transformers ↗Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin et al.8 citations
- Enhancing Neural Topic Model with Multi-Level Supervisions from Seed Words ↗Yang Lin, Xin Gao, Xu Chu et al.8 citations
- Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation ↗Markus Freitag, Behrooz Ghorbani, Patrick Fernandes8 citations
- Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models ↗Hongli Zhan, Desmond C. Ong, Junyi Jessy Li8 citations
- FastDiff 2: Revisiting and Incorporating GANs and Diffusion Models in High-Fidelity Speech Synthesis ↗Rongjie Huang, Yi Ren, Ziyue Jiang et al.8 citations
- Financial Numeric Extreme Labelling: A dataset and benchmarking ↗Soumya Sharma, Subhendu Khatuya, Manjunath Hegde et al.8 citations
- Focus-aware Response Generation in Inquiry Conversation ↗Yiquan Wu, Weiming Lu, Yating Zhang et al.8 citations
- Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition ↗Yuanyuan Xu, Zeng Yang, Linhai Zhang et al.8 citations
- GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions ↗Ting-Yao Hsu, Chieh-Yang Huang, Ryan Rossi et al.8 citations
- Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models ↗Paul Youssef, Osman Koraş, Meijie Li et al.8 citations
- Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models ↗Yufan Wu, Yinghui He, Yilin Jia et al.8 citations
- InfoCL: Alleviating Catastrophic Forgetting in Continual Text Classification from An Information Theoretic Perspective ↗Yifan Song, Peiyi Wang, Weimin Xiong et al.8 citations
- Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ↗Hou Pong Chan, Qi Zeng, Heng Ji8 citations
- LEGO: A Multi-agent Collaborative Framework with Role-playing and Iterative Feedback for Causality Explanation Generation ↗Zhitao He, Pengfei Cao, Yubo Chen et al.8 citations
- Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training ↗Miriam Anschütz, Joshua Oehms, Thomas Wimmer et al.8 citations
- Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning ↗Zhanming Jie, Wei Lu8 citations
- MEAL: Stable and Active Learning for Few-Shot Prompting ↗Abdullatif Köksal, Timo Schick, Hinrich Schuetze8 citations
- MEEP: Is this Engaging? Prompting Large Language Models for Dialogue Evaluation in Multilingual Settings ↗Amila Ferron, Amber Shore, Ekata Mitra et al.8 citations
- MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation ↗Swarnadeep Saha, Xinyan Yu, Mohit Bansal et al.8 citations
- Maximum Entropy Loss, the Silver Bullet Targeting Backdoor Attacks in Pre-trained Language Models ↗Zhengxiao Liu, Bowen Shen, Zheng Lin et al.8 citations
- Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction ↗Ting Xu, Huiyun Yang, Zhen Wu et al.8 citations
- Mitigating Biases in Hate Speech Detection from A Causal Perspective ↗Zhehao Zhang, Jiaao Chen, Diyi Yang8 citations
- MultiCMET: A Novel Chinese Benchmark for Understanding Multimodal Metaphor ↗Dongyu Zhang, Jingwei Yu, Senyuan Jin et al.8 citations
- Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval ↗John Giorgi, Luca Soldaini, Bo Wang et al.8 citations
- PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India ↗Ashok Urlana, Pinzhen Chen, Zheng Zhao et al.8 citations
- PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ↗Yucheng Huang, Wenqiang Liu, Xianli Zhang et al.8 citations
- Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning ↗Nuo Chen, Qiushi Sun, Jianing Wang et al.8 citations
- Pay Attention to Implicit Attribute Values: A Multi-modal Generative Framework for AVE Task ↗Yupeng Zhang, Shensi Wang, Peiguang Li et al.8 citations
- Prompt Tuning for Unified Multimodal Pretrained Models ↗Hao Yang, Junyang Lin, An Yang et al.8 citations
- Putting Natural in Natural Language Processing ↗Grzegorz Chrupała8 citations
- Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models ↗Soochan Lee, Gunhee Kim8 citations
- Revisiting the Architectures like Pointer Networks to Efficiently Improve the Next Word Distribution, Summarization Factuality, and Beyond ↗Haw-Shiuan Chang, Zonghai Yao, Alolika Gon et al.8 citations
- RoMQA: A Benchmark for Robust, Multi-evidence, Multi-answer Question Answering ↗Victor Zhong, Weijia Shi, Wen-tau Yih et al.8 citations
- SciReviewGen: A Large-scale Dataset for Automatic Literature Review Generation ↗Tetsu Kasanishi, Masaru Isonuma, Junichiro Mori et al.8 citations
- Selective-LAMA: Selective Prediction for Confidence-Aware Evaluation of Language Models ↗Hiyori Yoshikawa, Naoaki Okazaki8 citations
- Self-prompted Chain-of-Thought on Large Language Models for Open-domain Multi-hop Reasoning ↗Jinyuan Wang, Junlong Li, Hai Zhao8 citations
- Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning ↗Han Zhou, Xingchen Wan, Ivan Vulić et al.8 citations
- The Coreference under Transformation Labeling Dataset: Entity Tracking in Procedural Texts Using Event Models ↗Kyeongmin Rim, Jingxuan Tu, Bingyang Ye et al.8 citations
- The Linearity of the Effect of Surprisal on Reading Times across Languages ↗Weijie Xu, Jason Chon, Tianran Liu et al.8 citations
- The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ↗Xiao Liu, Da Yin, Chen Zhang et al.8 citations
- Three Questions Concerning the Use of Large Language Models to Facilitate Mathematics Learning ↗An-Zi Yen, Wei-Ling Hsu8 citations
- Tokenization Impacts Multilingual Language Modeling: Assessing Vocabulary Allocation and Overlap Across Languages ↗Tomasz Limisiewicz, Jiří Balhar, David Mareček8 citations
- Towards Parameter-Efficient Integration of Pre-Trained Language Models In Temporal Video Grounding ↗Erica K. Shimomoto, Edison Marrese-Taylor, Hiroya Takamura et al.8 citations
- TranSFormer: Slow-Fast Transformer for Machine Translation ↗Bei Li, Yi Jing, Xu Tan et al.8 citations
- WYWEB: A NLP Evaluation Benchmark For Classical Chinese ↗Bo Zhou, Qianglong Chen, Tianyu Wang et al.8 citations
- A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection ↗Naveen Badathala, Abisek Rajakumar Kalarani, Tejpalsingh Siledar et al.7 citations
- A Multi-dimensional study on Bias in Vision-Language models ↗Gabriele Ruggeri, Debora Nozza7 citations
- A Neural CRF-based Hierarchical Approach for Linear Text Segmentation ↗Inderjeet Nair, Aparna Garimella, Balaji Vasan Srinivasan et al.7 citations
- A Unified Generative Approach to Product Attribute-Value Identification ↗Keiji Shinzato, Naoki Yoshinaga, Yandi Xia et al.7 citations
- Adaptation Approaches for Nearest Neighbor Language Models ↗Rishabh Bhardwaj, George Polovets, Monica Sunkara7 citations
- Adversarial Multi-task Learning for End-to-end Metaphor Detection ↗Shenglong Zhang, Ying Liu7 citations
- An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis ↗Yice Zhang, Yifan Yang, Bin Liang et al.7 citations
- Ask Language Model to Clean Your Noisy Translation Data ↗Quinten Bolding, Baohao Liao, Brandon Denis et al.7 citations
- Automated Refugee Case Analysis: An NLP Pipeline for Supporting Legal Practitioners ↗Claire Barale, Michael Rovatsos, Nehal Bhuta7 citations
- B2T Connection: Serving Stability and Performance in Deep Transformers ↗Sho Takase, Shun Kiyono, Sosuke Kobayashi et al.7 citations
- Better Together: Enhancing Generative Knowledge Graph Completion with Language Models and Neighborhood Information ↗Alla Chepurova, Aydar Bulatov, Yuri Kuratov et al.7 citations
- Beyond Labels: Empowering Human Annotators with Natural Language Explanations through a Novel Active-Learning Architecture ↗Bingsheng Yao, Ishan Jindal, Lucian Popa et al.7 citations
- Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization ↗Chong Yu, Tao Chen, Zhongxue Gan7 citations
- Bridging the Granularity Gap for Acoustic Modeling ↗Chen Xu, Yuhao Zhang, Chengbo Jiao et al.7 citations
- CDA: A Contrastive Data Augmentation Method for Alzheimer's Disease Detection ↗Junwen Duan, Fangyuan Wei, Jin Liu et al.7 citations
- Causal Intervention-based Few-Shot Named Entity Recognition ↗Zhen Yang, Yongbin Liu, Chunping Ouyang7 citations
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