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ORCIDACL 2023: Toronto, Canada
- Anna Rogers, Jordan L. Boyd-Graber, Naoaki Okazaki:
Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-62-3 - Frontmatter.
- Xiaotian Zhang, Yanjun Zheng, Hang Yan, Xipeng Qiu:
Investigating Glyph-Phonetic Information for Chinese Spell Checking: What Works and What's Next? 1-13 - Hwiyeol Jo:
A Self-Supervised Integration Method of Pretrained Language Models and Word Definitions. 14-26 - Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger:
Conformal Nucleus Sampling. 27-34 - Chunkit Chan, Xin Liu, Jiayang Cheng, Zihan Li, Yangqiu Song, Ginny Y. Wong
, Simon See:
DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition. 35-57 - Rui Cao, Jing Jiang:
Modularized Zero-shot VQA with Pre-trained Models. 58-76 - Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy:
TimelineQA: A Benchmark for Question Answering over Timelines. 77-91 - Khang Nhut Lam, Thieu Gia Doan, Khang Thua Pham, Jugal Kalita:
Abstractive Text Summarization Using the BRIO Training Paradigm. 92-99 - Ting Wu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang:
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization. 100-113 - Beiduo Chen, Shaohan Huang, Zihan Zhang, Wu Guo, Zhenhua Ling, Haizhen Huang, Furu Wei, Weiwei Deng, Qi Zhang:
Pre-training Language Model as a Multi-perspective Course Learner. 114-128 - Olga Tsymboi, Danil Malaev, Andrei Petrovskii, Ivan V. Oseledets:
Layerwise universal adversarial attack on NLP models. 129-143 - Zehan Wang, Yang Zhao, Haifeng Huang, Yan Xia, Zhou Zhao:
Scene-robust Natural Language Video Localization via Learning Domain-invariant Representations. 144-160 - Chaoya Jiang, Rui Xie, Wei Ye, Jinan Sun, Shikun Zhang:
Exploiting Pseudo Image Captions for Multimodal Summarization. 161-175 - Marinela Parovic, Alan Ansell, Ivan Vulic, Anna Korhonen:
Cross-Lingual Transfer with Target Language-Ready Task Adapters. 176-193 - Nishant Balepur, Shivam Agarwal, Karthik Venkat Ramanan, Susik Yoon, Diyi Yang, Jiawei Han:
DynaMiTE: Discovering Explosive Topic Evolutions with User Guidance. 194-217 - Chong Yu, Tao Chen, Zhongxue Gan:
Boost Transformer-based Language Models with GPU-Friendly Sparsity and Quantization. 218-235 - Jinzheng He, Jinglin Liu, Zhenhui Ye, Rongjie Huang, Chenye Cui, Huadai Liu, Zhou Zhao:
RMSSinger: Realistic-Music-Score based Singing Voice Synthesis. 236-248 - Hui-Chi Kuo, Yun-Nung Chen:
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. 249-258 - Anqi Liu, Bo Wang, Yue Tan, Dongming Zhao, Kun Huang, Ruifang He, Yuexian Hou:
MTGP: Multi-turn Target-oriented Dialogue Guided by Generative Global Path with Flexible Turns. 259-271 - Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen, Ioannis Konstas:
The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python. 272-292 - Qingbin Liu, Yanchao Hao, Xiaolong Liu, Bo Li, Dianbo Sui, Shizhu He, Kang Liu, Jun Zhao, Xi Chen, Ningyu Zhang, Jiaoyan Chen:
Class Lifelong Learning for Intent Detection via Structure Consolidation Networks. 293-306 - Aniket Vashishtha, Kabir Ahuja, Sunayana Sitaram:
On Evaluating and Mitigating Gender Biases in Multilingual Settings. 307-318 - Terry Yue Zhuo, Qiongkai Xu, Xuanli He, Trevor Cohn:
Rethinking Round-Trip Translation for Machine Translation Evaluation. 319-337 - Yanzheng Xiang, Qian-Wen Zhang, Xu Zhang, Zejie Liu, Yunbo Cao, Deyu Zhou:
G³R: A Graph-Guided Generate-and-Rerank Framework for Complex and Cross-domain Text-to-SQL Generation. 338-352 - Ruiqing Ding, Xiao Han, Leye Wang:
A Unified Knowledge Graph Augmentation Service for Boosting Domain-specific NLP Tasks. 353-369 - Jian Wang, Dongding Lin, Wenjie Li:
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue. 370-387 - Naveen Badathala, Abisek Rajakumar Kalarani, Tejpalsingh Siledar, Pushpak Bhattacharyya:
A Match Made in Heaven: A Multi-task Framework for Hyperbole and Metaphor Detection. 388-401 - Hao Yang, Junyang Lin, An Yang, Peng Wang, Chang Zhou:
Prompt Tuning for Unified Multimodal Pretrained Models. 402-416 - Yifu Gao, Yongquan He, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li:
Learning Joint Structural and Temporal Contextualized Knowledge Embeddings for Temporal Knowledge Graph Completion. 417-430 - Md. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Xiangji Huang:
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets. 431-469 - Jianxing Yu, Shiqi Wang, Libin Zheng, Qinliang Su, Wei Liu, Baoquan Zhao, Jian Yin:
Generating Deep Questions with Commonsense Reasoning Ability from the Text by Disentangled Adversarial Inference. 470-486 - Chia-Chien Hung, Lukas Lange, Jannik Strötgen:
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers. 487-503 - Fei Wang, James Y. Huang, Tianyi Yan, Wenxuan Zhou, Muhao Chen:
Robust Natural Language Understanding with Residual Attention Debiasing. 504-519 - Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He:
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. 520-534 - Jiale Cheng, Sahand Sabour, Hao Sun, Zhuang Chen, Minlie Huang:
PAL: Persona-Augmented Emotional Support Conversation Generation. 535-554 - Xiao Wang, Weikang Zhou, Qi Zhang, Jie Zhou, Songyang Gao, Junzhe Wang, Menghan Zhang, Xiang Gao, Yunwen Chen, Tao Gui:
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model. 555-568 - Prateek Yadav, Mohit Bansal:
Exclusive Supermask Subnetwork Training for Continual Learning. 569-587 - Junyang Lin, Xuancheng Ren, Yichang Zhang, Gao Liu, Peng Wang, An Yang, Chang Zhou:
Transferring General Multimodal Pretrained Models to Text Recognition. 588-597 - Vilém Zouhar, Clara Meister, Juan Luis Gastaldi, Li Du, Tim Vieira, Mrinmaya Sachan, Ryan Cotterell:
A Formal Perspective on Byte-Pair Encoding. 598-614 - Judita Preiss:
Automatic Named Entity Obfuscation in Speech. 615-622 - Soochan Lee, Gunhee Kim:
Recursion of Thought: A Divide-and-Conquer Approach to Multi-Context Reasoning with Language Models. 623-658 - Heqing Zou, Meng Shen, Chen Chen, Yuchen Hu, Deepu Rajan, Eng Siong Chng:
UniS-MMC: Multimodal Classification via Unimodality-supervised Multimodal Contrastive Learning. 659-672 - Yibin Wang, Yichen Yang, Di He, Kun He:
Robustness-Aware Word Embedding Improves Certified Robustness to Adversarial Word Substitutions. 673-687 - Aiwei Liu, Wei Liu, Xuming Hu, Shuang Li, Fukun Ma, Yawen Yang, Lijie Wen:
Exploring the Compositional Generalization in Context Dependent Text-to-SQL Parsing. 688-700 - John Murzaku, Tyler Osborne, Amittai Aviram, Owen Rambow:
Towards Generative Event Factuality Prediction. 701-715 - Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu:
Can Language Models Be Specific? How? 716-727 - Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen:
The Web Can Be Your Oyster for Improving Language Models. 728-746 - Hwichan Kim, Mamoru Komachi:
Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples. 747-767 - Genta Indra Winata, Lingjue Xie, Karthik Radhakrishnan, Shijie Wu, Xisen Jin, Pengxiang Cheng, Mayank Kulkarni, Daniel Preotiuc-Pietro:
Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning. 768-777 - Rui Sun, Zhecan Wang, Haoxuan You, Noel Codella, Kai-Wei Chang, Shih-Fu Chang:
UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding. 778-793 - Kai Zhang, Bernal Jimenez Gutierrez, Yu Su:
Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors. 794-812 - William Held, Caleb Ziems, Diyi Yang:
TADA : Task Agnostic Dialect Adapters for English. 813-824 - Xuefeng Li, Liwen Wang, Guanting Dong, Keqing He, Jinzheng Zhao, Hao Lei, Jiachi Liu, Weiran Xu:
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting. 825-834 - Yujian Gan, Xinyun Chen, Matthew Purver:
Re-appraising the Schema Linking for Text-to-SQL. 835-852 - Alessandro Scirè, Simone Conia, Simone Ciciliano, Roberto Navigli:
Echoes from Alexandria: A Large Resource for Multilingual Book Summarization. 853-867 - Chengcheng Han, Liqing Cui, Renyu Zhu, Jianing Wang, Nuo Chen, Qiushi Sun, Xiang Li, Ming Gao:
When Gradient Descent Meets Derivative-Free Optimization: A Match Made in Black-Box Scenario. 868-880 - Yuting Wu, Yutong Hu, Yansong Feng, Tianyi Li, Mark Steedman, Dongyan Zhao:
Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment. 881-894 - Ning Ding, Yulin Chen, Ganqu Cui, Xiaobin Wang, Haitao Zheng, Zhiyuan Liu, Pengjun Xie:
Few-shot Classification with Hypersphere Modeling of Prototypes. 895-917 - Wei Liu, Songlin Yang, Kewei Tu:
Structured Mean-Field Variational Inference for Higher-Order Span-Based Semantic Role. 918-931 - Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li, Lidong Bing:
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach. 932-946 - Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo, Arash Eshghi, Ioannis Papaioannou, Verena Rieser, Ioannis Konstas:
The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering. 947-959 - Sukmin Cho, Soyeong Jeong, Jeongyeon Seo, Jong C. Park:
Discrete Prompt Optimization via Constrained Generation for Zero-shot Re-ranker. 960-971 - Kanishka Misra, Cícero Nogueira dos Santos, Siamak Shakeri:
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks. 972-985 - Qingyun Wang, Manling Li, Hou Pong Chan, Lifu Huang, Julia Hockenmaier, Girish Chowdhary, Heng Ji:
Multimedia Generative Script Learning for Task Planning. 986-1008 - Christopher Clarke, Yuzhao Heng, Yiping Kang, Krisztián Flautner, Lingjia Tang, Jason Mars:
Label Agnostic Pre-training for Zero-shot Text Classification. 1009-1021 - Chujie Zheng, Pei Ke, Zheng Zhang, Minlie Huang:
Click: Controllable Text Generation with Sequence Likelihood Contrastive Learning. 1022-1040 - Mingyang Song, Huafeng Liu, Yi Feng, Liping Jing:
Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information. 1041-1048 - Jie Huang, Kevin Chen-Chuan Chang:
Towards Reasoning in Large Language Models: A Survey. 1049-1065 - Chyrine Tahri, Aurore Bochnakian, Patrick Haouat, Xavier Tannier:
Transitioning from benchmarks to a real-world case of information-seeking in Scientific Publications. 1066-1076 - Libo Qin, Weiyun Wang, Qiguang Chen, Wanxiang Che:
CLIPText: A New Paradigm for Zero-shot Text Classification. 1077-1088 - Yuxuan Wang, Jianghui Wang, Dongyan Zhao, Zilong Zheng:
Rethinking Dictionaries and Glyphs for Chinese Language Pre-training. 1089-1101 - Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu:
One Embedder, Any Task: Instruction-Finetuned Text Embeddings. 1102-1121 - Shuichiro Shimizu, Chenhui Chu, Sheng Li, Sadao Kurohashi:
Towards Speech Dialogue Translation Mediating Speakers of Different Languages. 1122-1134 - Rishabh Bhardwaj, George Polovets, Monica Sunkara:
Adaptation Approaches for Nearest Neighbor Language Models. 1135-1146 - Miriam Anschütz, Joshua Oehms, Thomas Wimmer, Bartlomiej Jezierski, Georg Groh:
Language Models for German Text Simplification: Overcoming Parallel Data Scarcity through Style-specific Pre-training. 1147-1158 - Yeachan Kim, Junho Kim, Wing-Lam Mok, Jun-Hyung Park, SangKeun Lee:
Client-Customized Adaptation for Parameter-Efficient Federated Learning. 1159-1172 - Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin:
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. 1173-1191 - Xuan Liu, Kokil Jaidka:
I am PsyAM: Modeling Happiness with Cognitive Appraisal Dimensions. 1192-1210 - QiXiang Gao, Mingyang Sun, Yutao Mou, Chen Zeng, Weiran Xu:
Value type: the bridge to a better DST model. 1211-1219 - Moxin Li, Wenjie Wang, Fuli Feng, Hanwang Zhang, Qifan Wang, Tat-Seng Chua:
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context. 1220-1236 - Mohsinul Kabir, Obayed Bin Mahfuz, Syed Rifat Raiyan, Hasan Mahmud, Md. Kamrul Hasan:
BanglaBook: A Large-scale Bangla Dataset for Sentiment Analysis from Book Reviews. 1237-1247 - Nikita Haduong, Alice Gao, Noah A. Smith:
Risks and NLP Design: A Case Study on Procedural Document QA. 1248-1269 - Zhi Hong, Aswathy Ajith, J. Gregory Pauloski, Eamon Duede, Kyle Chard, Ian T. Foster:
The Diminishing Returns of Masked Language Models to Science. 1270-1283 - Raymond Zhang, Neha Nayak Kennard, Daniel Scott Smith, Daniel A. McFarland, Andrew McCallum, Katherine Keith:
Causal Matching with Text Embeddings: A Case Study in Estimating the Causal Effects of Peer Review Policies. 1284-1297 - Yingjie Niu, Linyi Yang, Ruihai Dong, Yue Zhang:
Learning to Generalize for Cross-domain QA. 1298-1313 - Mingyang Zhou, Yi Ren Fung, Long Chen, Christopher Thomas, Heng Ji, Shih-Fu Chang:
Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs. 1314-1326 - Yiqun Hu, Yiyun Zhao, Jiarong Jiang, Wuwei Lan, Henghui Zhu, Anuj Chauhan, Alexander Hanbo Li, Lin Pan, Jun Wang, Chung-Wei Hang, Sheng Zhang, Jiang Guo, Mingwen Dong, Joseph Lilien, Patrick Ng, Zhiguo Wang, Vittorio Castelli, Bing Xiang:
Importance of Synthesizing High-quality Data for Text-to-SQL Parsing. 1327-1343 - Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu:
Exploring Schema Generalizability of Text-to-SQL. 1344-1360 - Shuang Li, Xuming Hu, Aiwei Liu, Yawen Yang, Fukun Ma, Philip S. Yu, Lijie Wen:
Enhancing Cross-lingual Natural Language Inference by Soft Prompting with Multilingual Verbalizer. 1361-1374 - Limao Xiong, Jie Zhou, Qunxi Zhu, Xiao Wang, Yuanbin Wu, Qi Zhang, Tao Gui, Xuanjing Huang, Jin Ma, Ying Shan:
A Confidence-based Partial Label Learning Model for Crowd-Annotated Named Entity Recognition. 1375-1386 - Xinchao Xu, Zeyang Lei, Wenquan Wu, Zheng-Yu Niu, Hua Wu, Haifeng Wang:
Towards Zero-Shot Persona Dialogue Generation with In-Context Learning. 1387-1398 - Jing Zheng, Jyh-Herng Chow, Zhongnan Shen, Peng Xu:
Grammar-based Decoding for Improved Compositional Generalization in Semantic Parsing. 1399-1418 - Chenyang Lyu, Linyi Yang, Yue Zhang, Yvette Graham, Jennifer Foster:
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis. 1419-1429 - Artem Vazhentsev, Akim Tsvigun, Roman Vashurin, Sergey Petrakov, Daniil Vasilev, Maxim Panov, Alexander Panchenko, Artem Shelmanov:
Efficient Out-of-Domain Detection for Sequence to Sequence Models. 1430-1454 - Debin Xiao, Rui Xia, Jianfei Yu:
Emotion Cause Extraction on Social Media without Human Annotation. 1455-1468 - Jaeyoung Kim, Kyuheon Jung, Dongbin Na, Sion Jang, Eunbin Park, Sungchul Choi:
Pseudo Outlier Exposure for Out-of-Distribution Detection using Pretrained Transformers. 1469-1482 - Shenglong Zhang, Ying Liu:
Adversarial Multi-task Learning for End-to-end Metaphor Detection. 1483-1497 - Ife Adebara, AbdelRahim A. Elmadany, Muhammad Abdul-Mageed, Alcides Alcoba Inciarte:
SERENGETI: Massively Multilingual Language Models for Africa. 1498-1537 - Heejin Do, Yunsu Kim, Gary Geunbae Lee:
Prompt- and Trait Relation-aware Cross-prompt Essay Trait Scoring. 1538-1551 - Chujie Zheng, Sahand Sabour, Jiaxin Wen, Zheng Zhang, Minlie Huang:
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation. 1552-1568 - Shafiuddin Rehan Ahmed, Abhijnan Nath, James H. Martin, Nikhil Krishnaswamy:
2*n is better than n²: Decomposing Event Coreference Resolution into Two Tractable Problems. 1569-1583 - Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin:
SCCS: Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment. 1584-1601 - Rui Meng, Tong Wang, Xingdi Yuan, Yingbo Zhou, Daqing He:
General-to-Specific Transfer Labeling for Domain Adaptable Keyphrase Generation. 1602-1618 - Zhen Zhang, Mengting Hu, Shiwan Zhao, Minlie Huang, Haotian Wang, Lemao Liu, Zhirui Zhang, Zhe Liu, Bingzhe Wu:
E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition. 1619-1634 - Rita Ramos, Bruno Martins, Desmond Elliott:
LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting. 1635-1651 - Heng Yang, Ke Li:
Boosting Text Augmentation via Hybrid Instance Filtering Framework. 1652-1669 - Thong Nguyen, Xiaobao Wu, Xinshuai Dong, Cong-Duy Nguyen, Zhen Hai, Lidong Bing, Anh Tuan Luu:
Gradient-Boosted Decision Tree for Listwise Context Model in Multimodal Review Helpfulness Prediction. 1670-1696 - Zixin Zeng, Rui Wang, Yichong Leng, Junliang Guo, Shufang Xie, Xu Tan, Tao Qin, Tie-Yan Liu:
Extract and Attend: Improving Entity Translation in Neural Machine Translation. 1697-1710 - Hao Zheng, Mirella Lapata:
Real-World Compositional Generalization with Disentangled Sequence-to-Sequence Learning. 1711-1725 - Abelardo Carlos Martinez Lorenzo, Pere-Lluís Huguet Cabot, Roberto Navigli:
Cross-lingual AMR Aligner: Paying Attention to Cross-Attention. 1726-1742 - Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip-Hong Chang, Lidong Bing:
Zero-Shot Text Classification via Self-Supervised Tuning. 1743-1761 - Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron Halfaker, Liqun Shao, Daniel McDuff, Ahmed Hassan Awadallah, Dragomir Radev, Jianfeng Gao:
Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models. 1762-1773