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

2,194 papers · page 4 of 22 · the most cited first · [← Findings of the Association for Computational Linguistics 2023](https://md.research.elamur.ai/free/en/venues/findings/2023/)

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301. **[CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization ↗](https://aclanthology.org/2023.findings-acl.685/)**Prafulla Kumar Choubey, Alex Fabbri, Jesse Vig et al.*16 citations*
302. **[Chain-of-Thought Embeddings for Stance Detection on Social Media](https://md.research.elamur.ai/free/en/papers/gatto-2023-chain-thought-embeddings-stance-detection/)**Joseph Gatto, Omar Sharif, Sarah M. Preum*16 citations · our summary*
303. **[DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/chan-2023-discoprompt-path-prediction-prompt-tuning/)**Chunkit Chan, Xin Liu, Jiayang Cheng et al.*16 citations · our summary*
304. **[Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data](https://md.research.elamur.ai/free/en/papers/akhtar-2023-exploring-numerical-reasoning-capabilities-language/)**Mubashara Akhtar, Abhilash Shankarampeta, Vivek Gupta et al.*16 citations · our summary*
305. **[Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models ↗](https://aclanthology.org/2023.findings-acl.336/)**Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi et al.*16 citations*
306. **[Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming ↗](https://aclanthology.org/2023.findings-acl.191/)**Hanlin Zhang, Jiani Huang, Ziyang Li et al.*16 citations*
307. **[Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment ↗](https://aclanthology.org/2023.findings-emnlp.70/)**Qian Li, Cheng Ji, Shu Guo et al.*16 citations*
308. **[Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers ↗](https://aclanthology.org/2023.findings-emnlp.874/)**Weng Tam, Xiao Liu, Kaixuan Ji et al.*16 citations*
309. **[Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions ↗](https://aclanthology.org/2023.findings-emnlp.835/)**Shulin Cao, Jiajie Zhang, Jiaxin Shi et al.*16 citations*
310. **[RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question ↗](https://aclanthology.org/2023.findings-acl.428/)**Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani et al.*16 citations*
311. **[Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement ↗](https://aclanthology.org/2023.findings-emnlp.762/)**Zhiheng Xi, Senjie Jin, Yuhao Zhou et al.*16 citations*
312. **[Style-Aware Contrastive Learning for Multi-Style Image Captioning ↗](https://aclanthology.org/2023.findings-eacl.169/)**Yucheng Zhou, Guodong Long*16 citations*
313. **[The Dangers of trusting Stochastic Parrots: Faithfulness and Trust in Open-domain Conversational Question Answering ↗](https://aclanthology.org/2023.findings-acl.60/)**Sabrina Chiesurin, Dimitris Dimakopoulos, Marco Antonio Sobrevilla Cabezudo et al.*16 citations*
314. **[Towards Imperceptible Document Manipulations against Neural Ranking Models ↗](https://aclanthology.org/2023.findings-acl.416/)**Xuanang Chen, Ben He, Zheng Ye et al.*16 citations*
315. **[Towards Unified Spoken Language Understanding Decoding via Label-aware Compact Linguistics Representations ↗](https://aclanthology.org/2023.findings-acl.793/)**Zhihong Zhu, Xuxin Cheng, Zhiqi Huang et al.*16 citations*
316. **[Unified Language Representation for Question Answering over Text, Tables, and Images ↗](https://aclanthology.org/2023.findings-acl.292/)**Bowen Yu, Cheng Fu, Haiyang Yu et al.*16 citations*
317. **[Using Punctuation as an Adversarial Attack on Deep Learning-Based NLP Systems: An Empirical Study ↗](https://aclanthology.org/2023.findings-eacl.1/)**Brian Formento, Chuan Sheng Foo, Luu Anh Tuan et al.*16 citations*
318. **[ViDeBERTa: A powerful pre-trained language model for Vietnamese ↗](https://aclanthology.org/2023.findings-eacl.79/)**Cong Dao Tran, Nhut Huy Pham, Anh Tuan Nguyen et al.*16 citations*
319. **[Zero-Shot On-the-Fly Event Schema Induction ↗](https://aclanthology.org/2023.findings-eacl.53/)**Rotem Dror, Haoyu Wang, Dan Roth*16 citations*
320. **[Zero-shot Visual Question Answering with Language Model Feedback ↗](https://aclanthology.org/2023.findings-acl.590/)**Yifan Du, Junyi Li, Tianyi Tang et al.*16 citations*
321. **[2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition ↗](https://aclanthology.org/2023.findings-emnlp.259/)**Jiasheng Zhang, Xikai Liu, Xinyi Lai et al.*15 citations*
322. **[A Unified One-Step Solution for Aspect Sentiment Quad Prediction ↗](https://aclanthology.org/2023.findings-acl.777/)**Junxian Zhou, Haiqin Yang, Yuxuan He et al.*15 citations*
323. **[DUB: Discrete Unit Back-translation for Speech Translation ↗](https://aclanthology.org/2023.findings-acl.447/)**Dong Zhang, Rong Ye, Tom Ko et al.*15 citations*
324. **[Deeply Coupled Cross-Modal Prompt Learning ↗](https://aclanthology.org/2023.findings-acl.504/)**Xuejing Liu, Wei Tang, Jinghui Lu et al.*15 citations*
325. **[Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks ↗](https://aclanthology.org/2023.findings-acl.578/)**Xuming Hu, Yong Jiang, Aiwei Liu et al.*15 citations*
326. **[FORK: A Bite-Sized Test Set for Probing Culinary Cultural Biases in Commonsense Reasoning Models](https://md.research.elamur.ai/free/en/papers/palta-2023-fork-bite-sized-test-set/)**Shramay Palta, Rachel Rudinger*15 citations · our summary*
327. **[Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions ↗](https://aclanthology.org/2023.findings-emnlp.189/)**Ziyue Wang, Chi Chen, Peng Li et al.*15 citations*
328. **[Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition](https://md.research.elamur.ai/free/en/papers/jiang-2023-global-local-hierarchy-aware-contrastive/)**Yuxin Jiang, Linhan Zhang, Wei Wang*15 citations · our summary*
329. **[How Well Do Large Language Models Perform on Faux Pas Tests? ↗](https://aclanthology.org/2023.findings-acl.663/)**Natalie Shapira, Guy Zwirn, Yoav Goldberg*15 citations*
330. **[Hybrid Hierarchical Retrieval for Open-Domain Question Answering ↗](https://aclanthology.org/2023.findings-acl.679/)**Manoj Ghuhan Arivazhagan, Lan Liu, Peng Qi et al.*15 citations*
331. **[Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification ↗](https://aclanthology.org/2023.findings-emnlp.594/)**Simon Chi Lok U, Jie He, Víctor Gutiérrez-Basulto et al.*15 citations*
332. **[MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization ↗](https://aclanthology.org/2023.findings-emnlp.215/)**Yuyan Chen, Zhihao Wen, Ge Fan et al.*15 citations*
333. **[Modelling Language Acquisition through Syntactico-Semantic Pattern Finding ↗](https://aclanthology.org/2023.findings-eacl.99/)**Jonas Doumen, Katrien Beuls, Paul Van Eecke*15 citations*
334. **[Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ↗](https://aclanthology.org/2023.findings-acl.537/)**Sameer Jain, Vaishakh Keshava, Swarnashree Mysore Sathyendra et al.*15 citations*
335. **[Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models ↗](https://aclanthology.org/2023.findings-acl.539/)**Neal Lawton, Anoop Kumar, Govind Thattai et al.*15 citations*
336. **[Non-Repeatable Experiments and Non-Reproducible Results: The Reproducibility Crisis in Human Evaluation in NLP ↗](https://aclanthology.org/2023.findings-acl.226/)**Anya Belz, Craig Thomson, Ehud Reiter et al.*15 citations*
337. **[On the Calibration of Large Language Models and Alignment ↗](https://aclanthology.org/2023.findings-emnlp.654/)**Chiwei Zhu, Benfeng Xu, Quan Wang et al.*15 citations*
338. **[Prompt-Based Editing for Text Style Transfer ↗](https://aclanthology.org/2023.findings-emnlp.381/)**Guoqing Luo, Yu Han, Lili Mou et al.*15 citations*
339. **[Re-Temp: Relation-Aware Temporal Representation Learning for Temporal Knowledge Graph Completion ↗](https://aclanthology.org/2023.findings-emnlp.20/)**Kunze Wang, Caren Han, Josiah Poon*15 citations*
340. **[RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction ↗](https://aclanthology.org/2023.findings-emnlp.1024/)**Chengyuan Liu, Fubang Zhao, Yangyang Kang et al.*15 citations*
341. **[Speaking Multiple Languages Affects the Moral Bias of Language Models ↗](https://aclanthology.org/2023.findings-acl.134/)**Katharina Hämmerl, Bjoern Deiseroth, Patrick Schramowski et al.*15 citations*
342. **[Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks ↗](https://aclanthology.org/2023.findings-emnlp.40/)**Xinsong Zhang, Yan Zeng, Jipeng Zhang et al.*15 citations*
343. **[VERVE: Template-based ReflectiVE Rewriting for MotiVational IntErviewing ↗](https://aclanthology.org/2023.findings-emnlp.690/)**Do June Min, Veronica Perez-Rosas, Ken Resnicow et al.*15 citations*
344. **[XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages ↗](https://aclanthology.org/2023.findings-emnlp.125/)**Sebastian Ruder, Jonathan H. Clark, Alexander Gutkin et al.*15 citations*
345. **[Automatic Table Union Search with Tabular Representation Learning ↗](https://aclanthology.org/2023.findings-acl.233/)**Xuming Hu, Shen Wang, Xiao Qin et al.*14 citations*
346. **[Client-Customized Adaptation for Parameter-Efficient Federated Learning ↗](https://aclanthology.org/2023.findings-acl.75/)**Yeachan Kim, Junho Kim, Wing-Lam Mok et al.*14 citations*
347. **[ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ↗](https://aclanthology.org/2023.findings-acl.676/)**Yekun Chai, Shuohuan Wang, Chao Pang et al.*14 citations*
348. **[Improving Embedding-based Unsupervised Keyphrase Extraction by Incorporating Structural Information ↗](https://aclanthology.org/2023.findings-acl.66/)**Mingyang Song, Huafeng Liu, Yi Feng et al.*14 citations*
349. **[Is ChatGPT a Financial Expert? Evaluating Language Models on Financial Natural Language Processing ↗](https://aclanthology.org/2023.findings-emnlp.58/)**Yue Guo, Zian Xu, Yi Yang*14 citations*
350. **[Machine Translation between Spoken Languages and Signed Languages Represented in SignWriting ↗](https://aclanthology.org/2023.findings-eacl.127/)**Zifan Jiang, Amit Moryossef, Mathias Müller et al.*14 citations*
351. **[Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog ↗](https://aclanthology.org/2023.findings-acl.708/)**Haipeng Sun, Junwei Bao, Youzheng Wu et al.*14 citations*
352. **[Multi-lingual and Multi-cultural Figurative Language Understanding ↗](https://aclanthology.org/2023.findings-acl.525/)**Anubha Kabra, Emmy Liu, Simran Khanuja et al.*14 citations*
353. **[Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation ↗](https://aclanthology.org/2023.findings-emnlp.587/)**Xulang Zhang, Rui Mao, Kai He et al.*14 citations*
354. **[On the Difference of BERT-style and CLIP-style Text Encoders ↗](https://aclanthology.org/2023.findings-acl.866/)**Zhihong Chen, Guiming Hardy Chen, Shizhe Diao et al.*14 citations*
355. **[Playing the Part of the Sharp Bully: Generating Adversarial Examples for Implicit Hate Speech Detection ↗](https://aclanthology.org/2023.findings-acl.173/)**Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata*14 citations*
356. **[Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers ↗](https://aclanthology.org/2023.findings-acl.891/)**James A. Michaelov, Benjamin K. Bergen*14 citations*
357. **[ReFSQL: A Retrieval-Augmentation Framework for Text-to-SQL Generation ↗](https://aclanthology.org/2023.findings-emnlp.48/)**Kun Zhang, Xiexiong Lin, Yuanzhuo Wang et al.*14 citations*
358. **[Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking ↗](https://aclanthology.org/2023.findings-eacl.30/)**Mubashara Akhtar, Oana Cocarascu, Elena Simperl*14 citations*
359. **[Reproducibility in NLP: What Have We Learned from the Checklist? ↗](https://aclanthology.org/2023.findings-acl.809/)**Ian Magnusson, Noah A. Smith, Jesse Dodge*14 citations*
360. **[Search-Oriented Conversational Query Editing ↗](https://aclanthology.org/2023.findings-acl.256/)**Kelong Mao, Zhicheng Dou, Bang Liu et al.*14 citations*
361. **[SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF ↗](https://aclanthology.org/2023.findings-emnlp.754/)**Yi Dong, Zhilin Wang, Makesh Sreedhar et al.*14 citations*
362. **[Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking ↗](https://aclanthology.org/2023.findings-acl.481/)**Mohamed Elaraby, Yang Zhong, Diane Litman*14 citations*
363. **[Towards Robust Ranker for Text Retrieval ↗](https://aclanthology.org/2023.findings-acl.332/)**Yucheng Zhou, Tao Shen, Xiubo Geng et al.*14 citations*
364. **[Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games ↗](https://aclanthology.org/2023.findings-acl.411/)**Bolin Lai, Hongxin Zhang, Miao Liu et al.*14 citations*
365. **[What Makes Chain-of-Thought Prompting Effective? A Counterfactual Study ↗](https://aclanthology.org/2023.findings-emnlp.101/)**Aman Madaan, Katherine Hermann, Amir Yazdanbakhsh*14 citations*
366. **[A Causal View of Entity Bias in (Large) Language Models ↗](https://aclanthology.org/2023.findings-emnlp.1013/)**Fei Wang, Wenjie Mo, Yiwei Wang et al.*13 citations*
367. **[Adversarial Text Generation by Search and Learning ↗](https://aclanthology.org/2023.findings-emnlp.1053/)**Guoyi Li, Bingkang Shi, Zongzhen Liu et al.*13 citations*
368. **[An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations ↗](https://aclanthology.org/2023.findings-emnlp.813/)**Geng Tu, Bin Liang, Bing Qin et al.*13 citations*
369. **[Automatic Model Selection with Large Language Models for Reasoning ↗](https://aclanthology.org/2023.findings-emnlp.55/)**James Zhao, Yuxi Xie, Kenji Kawaguchi et al.*13 citations*
370. **[COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements ↗](https://aclanthology.org/2023.findings-acl.392/)**Xuhui Zhou, Hao Zhu, Akhila Yerukola et al.*13 citations*
371. **[Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ↗](https://aclanthology.org/2023.findings-acl.344/)**Brendan King, Jeffrey Flanigan*13 citations*
372. **[Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction ↗](https://aclanthology.org/2023.findings-emnlp.814/)**Leilei Gan, Baokui Li, Kun Kuang et al.*13 citations*
373. **[Exploiting Emotion-Semantic Correlations for Empathetic Response Generation ↗](https://aclanthology.org/2023.findings-emnlp.320/)**Zhou Yang, Zhaochun Ren, Wang Yufeng et al.*13 citations*
374. **[FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ↗](https://aclanthology.org/2023.findings-acl.76/)**Changlong Yu, Weiqi Wang, Xin Liu et al.*13 citations*
375. **[From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ↗](https://aclanthology.org/2023.findings-acl.559/)**Yu Zhao, Yike Wu, Xiangrui Cai et al.*13 citations*
376. **[Impact of Co-occurrence on Factual Knowledge of Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.518/)**Cheongwoong Kang, Jaesik Choi*13 citations*
377. **[LMentry: A Language Model Benchmark of Elementary Language Tasks ↗](https://aclanthology.org/2023.findings-acl.666/)**Avia Efrat, Or Honovich, Omer Levy*13 citations*
378. **[Linguistically Motivated Sign Language Segmentation ↗](https://aclanthology.org/2023.findings-emnlp.846/)**Amit Moryossef, Zifan Jiang, Mathias Müller et al.*13 citations*
379. **[MCC-KD: Multi-CoT Consistent Knowledge Distillation ↗](https://aclanthology.org/2023.findings-emnlp.454/)**Hongzhan Chen, Siyue Wu, Xiaojun Quan et al.*13 citations*
380. **[MRRL: Modifying the Reference via Reinforcement Learning for Non-Autoregressive Joint Multiple Intent Detection and Slot Filling ↗](https://aclanthology.org/2023.findings-emnlp.704/)**Xuxin Cheng, Zhihong Zhu, Bowen Cao et al.*13 citations*
381. **[MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.100/)**Yifan Wei, Yisong Su, Huanhuan Ma et al.*13 citations*
382. **[NEWTON: Are Large Language Models Capable of Physical Reasoning? ↗](https://aclanthology.org/2023.findings-emnlp.652/)**Yi Wang, Jiafei Duan, Dieter Fox et al.*13 citations*
383. **[On Text-based Personality Computing: Challenges and Future Directions ↗](https://aclanthology.org/2023.findings-acl.691/)**Qixiang Fang, Anastasia Giachanou, Ayoub Bagheri et al.*13 citations*
384. **[On the Strength of Sequence Labeling and Generative Models for Aspect Sentiment Triplet Extraction ↗](https://aclanthology.org/2023.findings-acl.762/)**Shen Zhou, Tieyun Qian*13 citations*
385. **[Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table ↗](https://aclanthology.org/2023.findings-acl.526/)**Sunjun Kweon, Yeonsu Kwon, Seonhee Cho et al.*13 citations*
386. **[Privacy Adhering Machine Un-learning in NLP ↗](https://aclanthology.org/2023.findings-ijcnlp.25/)**Vinayshekhar Bannihatti Kumar, Rashmi Gangadharaiah, Dan Roth · IJCNLP-AACL 2023 (Findings*13 citations*
387. **[Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.193/)**Qianlong Wang, Keyang Ding, Bin Liang et al.*13 citations*
388. **[Serial Contrastive Knowledge Distillation for Continual Few-shot Relation Extraction ↗](https://aclanthology.org/2023.findings-acl.804/)**Xinyi Wang, Zitao Wang, Wei Hu*13 citations*
389. **[Structured Pruning for Efficient Generative Pre-trained Language Models ↗](https://aclanthology.org/2023.findings-acl.692/)**Chaofan Tao, Lu Hou, Haoli Bai et al.*13 citations*
390. **[Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification ↗](https://aclanthology.org/2023.findings-acl.595/)**Renliang Sun, Wei Xu, Xiaojun Wan*13 citations*
391. **[Towards A Holistic Landscape of Situated Theory of Mind in Large Language Models ↗](https://aclanthology.org/2023.findings-emnlp.72/)**Ziqiao Ma, Jacob Sansom, Run Peng et al.*13 citations*
392. **[Trained on 100 million words and still in shape: BERT meets British National Corpus ↗](https://aclanthology.org/2023.findings-eacl.146/)**David Samuel, Andrey Kutuzov, Lilja Øvrelid et al.*13 citations*
393. **[Understanding Differential Search Index for Text Retrieval ↗](https://aclanthology.org/2023.findings-acl.681/)**Xiaoyang Chen, Yanjiang Liu, Ben He et al.*13 citations*
394. **[Using In-Context Learning to Improve Dialogue Safety ↗](https://aclanthology.org/2023.findings-emnlp.796/)**Nicholas Meade, Spandana Gella, Devamanyu Hazarika et al.*13 citations*
395. **[impact of sample selection on in-context learning for entity extraction from scientific writing ↗](https://aclanthology.org/2023.findings-emnlp.338/)**Necva Bölücü, Maciej Rybinski, Stephen Wan*13 citations*
396. **[Adaptation with Self-Evaluation to Improve Selective Prediction in LLMs ↗](https://aclanthology.org/2023.findings-emnlp.345/)**Jiefeng Chen, Jinsung Yoon, Sayna Ebrahimi et al.*12 citations*
397. **[Are Language Models Worse than Humans at Following Prompts? It's Complicated ↗](https://aclanthology.org/2023.findings-emnlp.514/)**Albert Webson, Alyssa Loo, Qinan Yu et al.*12 citations*
398. **[Beyond Triplet: Leveraging the Most Data for Multimodal Machine Translation ↗](https://aclanthology.org/2023.findings-acl.168/)**Yaoming Zhu, Zewei Sun, Shanbo Cheng et al.*12 citations*
399. **[CLIPText: A New Paradigm for Zero-shot Text Classification ↗](https://aclanthology.org/2023.findings-acl.69/)**Libo Qin, Weiyun Wang, Qiguang Chen et al.*12 citations*
400. **[Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction ↗](https://aclanthology.org/2023.findings-acl.647/)**Martin Fajcik, Petr Motlicek, Pavel Smrz*12 citations*

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