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

2,194 papers · page 5 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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401. **[Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue ↗](https://aclanthology.org/2023.findings-acl.25/)**Jian Wang, Dongding Lin, Wenjie Li*12 citations*
402. **[Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering ↗](https://aclanthology.org/2023.findings-acl.432/)**Zhiquan Wen, Yaowei Wang, Mingkui Tan et al.*12 citations*
403. **[Enhancing Continual Relation Extraction via Classifier Decomposition ↗](https://aclanthology.org/2023.findings-acl.638/)**Heming Xia, Peiyi Wang, Tianyu Liu et al.*12 citations*
404. **[Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding ↗](https://aclanthology.org/2023.findings-acl.262/)**Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky*12 citations*
405. **[GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks ↗](https://aclanthology.org/2023.findings-acl.649/)**Xuming Hu, Aiwei Liu, Zeqi Tan et al.*12 citations*
406. **[GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets ↗](https://aclanthology.org/2023.findings-emnlp.548/)**Wolfgang Otto, Matthäus Zloch, Lu Gan et al.*12 citations*
407. **[HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models ↗](https://aclanthology.org/2023.findings-acl.751/)**Swaroop Mishra, Elnaz Nouri*12 citations*
408. **[How Many Demonstrations Do You Need for In-context Learning? ↗](https://aclanthology.org/2023.findings-emnlp.745/)**Jiuhai Chen, Lichang Chen, Chen Zhu et al.*12 citations*
409. **[HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks ↗](https://aclanthology.org/2023.findings-acl.725/)**Zhengkun Zhang, Wenya Guo, Xiaojun Meng et al.*12 citations*
410. **[Improving Grammatical Error Correction with Multimodal Feature Integration ↗](https://aclanthology.org/2023.findings-acl.594/)**Tao Fang, Jinpeng Hu, Derek F. Wong et al.*12 citations*
411. **[Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ↗](https://aclanthology.org/2023.findings-acl.766/)**Pengzhi Gao, Liwen Zhang, Zhongjun He et al.*12 citations*
412. **[It's about Time: Rethinking Evaluation on Rumor Detection Benchmarks using Chronological Splits ↗](https://aclanthology.org/2023.findings-eacl.55/)**Yida Mu, Kalina Bontcheva, Nikolaos Aletras*12 citations*
413. **[Language Model Analysis for Ontology Subsumption Inference ↗](https://aclanthology.org/2023.findings-acl.213/)**Yuan He, Jiaoyan Chen, Ernesto Jimenez-Ruiz et al.*12 citations*
414. **[Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues ↗](https://aclanthology.org/2023.findings-emnlp.641/)**Hongru Wang, Minda Hu, Yang Deng et al.*12 citations*
415. **[Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models ↗](https://aclanthology.org/2023.findings-emnlp.791/)**Ruida Wang, Wangchunshu Zhou, Mrinmaya Sachan*12 citations*
416. **[Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning ↗](https://aclanthology.org/2023.findings-emnlp.452/)**Ruosen Li, Xinya Du*12 citations*
417. **[MLASK: Multimodal Summarization of Video-based News Articles ↗](https://aclanthology.org/2023.findings-eacl.67/)**Mateusz Krubiński, Pavel Pecina*12 citations*
418. **[Mapping Brains with Language Models: A Survey ↗](https://aclanthology.org/2023.findings-acl.618/)**Antonia Karamolegkou, Mostafa Abdou, Anders Søgaard*12 citations*
419. **[Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ↗](https://aclanthology.org/2023.findings-acl.230/)**Nikita Moghe, Evgeniia Razumovskaia, Liane Guillou et al.*12 citations*
420. **[Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance ↗](https://aclanthology.org/2023.findings-emnlp.834/)**Song Wang, Zhen Tan, Ruocheng Guo et al.*12 citations*
421. **[On the Zero-Shot Generalization of Machine-Generated Text Detectors ↗](https://aclanthology.org/2023.findings-emnlp.318/)**Xiao Pu, Jingyu Zhang, Xiaochuang Han et al.*12 citations*
422. **[Opinion Tree Parsing for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2023.findings-acl.505/)**Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang et al.*12 citations*
423. **[PIVOINE: Instruction Tuning for Open-world Entity Profiling ↗](https://aclanthology.org/2023.findings-emnlp.1009/)**Keming Lu, Xiaoman Pan, Kaiqiang Song et al.*12 citations*
424. **[Pretraining Without Attention ↗](https://aclanthology.org/2023.findings-emnlp.5/)**Junxiong Wang, Jing Nathan Yan, Albert Gu et al.*12 citations*
425. **[Prompt to be Consistent is Better than Self-Consistent? Few-Shot and Zero-Shot Fact Verification with Pre-trained Language Models ↗](https://aclanthology.org/2023.findings-acl.278/)**Fengzhu Zeng, Wei Gao*12 citations*
426. **[Quantifying the Dialect Gap and its Correlates Across Languages ↗](https://aclanthology.org/2023.findings-emnlp.481/)**Anjali Kantharuban, Ivan Vulić, Anna Korhonen*12 citations*
427. **[Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization ↗](https://aclanthology.org/2023.findings-eacl.90/)**Aishwarya Agrawal, Ivana Kajic, Emanuele Bugliarello et al.*12 citations*
428. **[Rethinking Document-Level Relation Extraction: A Reality Check ↗](https://aclanthology.org/2023.findings-acl.353/)**Jing Li, Yequan Wang, Shuai Zhang et al.*12 citations*
429. **[Retrieving Multimodal Prompts for Generative Visual Question Answering ↗](https://aclanthology.org/2023.findings-acl.158/)**Timothy Ossowski, Junjie Hu*12 citations*
430. **[Similarity-Based Content Scoring - A more Classroom-Suitable Alternative to Instance-Based Scoring? ↗](https://aclanthology.org/2023.findings-acl.119/)**Marie Bexte, Andrea Horbach, Torsten Zesch*12 citations*
431. **[Text Augmented Spatial Aware Zero-shot Referring Image Segmentation ↗](https://aclanthology.org/2023.findings-emnlp.73/)**Yucheng Suo, Linchao Zhu, Yi Yang*12 citations*
432. **[The Glass Ceiling of Automatic Evaluation in Natural Language Generation ↗](https://aclanthology.org/2023.findings-ijcnlp.16/)**Pierre Colombo, Maxime Peyrard, Nathan Noiry et al. · IJCNLP-AACL 2023 (Findings*12 citations*
433. **[The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python ↗](https://aclanthology.org/2023.findings-acl.19/)**Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen et al.*12 citations*
434. **[Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing ↗](https://aclanthology.org/2023.findings-emnlp.932/)**Lucie-Aimée Kaffee, Arnav Arora, Zeerak Talat et al.*12 citations*
435. **[Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too? ↗](https://aclanthology.org/2023.findings-emnlp.733/)**Weijia Shi, Xiaochuang Han, Hila Gonen et al.*12 citations*
436. **[Transfer Knowledge from Natural Language to Electrocardiography: Can We Detect Cardiovascular Disease Through Language Models? ↗](https://aclanthology.org/2023.findings-eacl.33/)**Jielin Qiu, William Han, Jiacheng Zhu et al.*12 citations*
437. **[Visualize Before You Write: Imagination-Guided Open-Ended Text Generation ↗](https://aclanthology.org/2023.findings-eacl.5/)**Wanrong Zhu, An Yan, Yujie Lu et al.*12 citations*
438. **[Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications ↗](https://aclanthology.org/2023.findings-acl.433/)**Li Lucy, Jesse Dodge, David Bamman et al.*12 citations*
439. **[Zero-Shot Text Classification via Self-Supervised Tuning ↗](https://aclanthology.org/2023.findings-acl.110/)**Chaoqun Liu, Wenxuan Zhang, Guizhen Chen et al.*12 citations*
440. **[A Two-Stage Decoder for Efficient ICD Coding ↗](https://aclanthology.org/2023.findings-acl.285/)**Thanh-Tung Nguyen, Viktor Schlegel, Abhinav Ramesh Kashyap et al.*11 citations*
441. **[Abstractive Text Summarization Using the BRIO Training Paradigm ↗](https://aclanthology.org/2023.findings-acl.7/)**Khang Lam, Thieu Doan, Khang Pham et al.*11 citations*
442. **[Adaptive Contrastive Knowledge Distillation for BERT Compression ↗](https://aclanthology.org/2023.findings-acl.569/)**Jinyang Guo, Jiaheng Liu, Zining Wang et al.*11 citations*
443. **[Asking Clarification Questions to Handle Ambiguity in Open-Domain QA ↗](https://aclanthology.org/2023.findings-emnlp.772/)**Dongryeol Lee, Segwang Kim, Minwoo Lee et al.*11 citations*
444. **[Augmenting Large Language Model Translators via Translation Memories ↗](https://aclanthology.org/2023.findings-acl.653/)**Yongyu Mu, Abudurexiti Reheman, Zhiquan Cao et al.*11 citations*
445. **[Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models ↗](https://aclanthology.org/2023.findings-emnlp.659/)**Zhihan Zhang, Shuohang Wang, Wenhao Yu et al.*11 citations*
446. **[Communication Efficient Federated Learning for Multilingual Neural Machine Translation with Adapter ↗](https://aclanthology.org/2023.findings-acl.327/)**Yi Liu, Xiaohan Bi, Lei Li et al.*11 citations*
447. **[ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection ↗](https://aclanthology.org/2023.findings-emnlp.731/)**Youngwook Kim, Shinwoo Park, Youngsoo Namgoong et al.*11 citations*
448. **[DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction ↗](https://aclanthology.org/2023.findings-emnlp.121/)**Gang Zhao, Xiaocheng Gong, Xinjie Yang et al.*11 citations*
449. **[ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations ↗](https://aclanthology.org/2023.findings-acl.335/)**Zhen Han, Ruotong Liao, Jindong Gu et al.*11 citations*
450. **[Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model ↗](https://aclanthology.org/2023.findings-acl.35/)**Xiao Wang, Weikang Zhou, Qi Zhang et al.*11 citations*
451. **[Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator ↗](https://aclanthology.org/2023.findings-acl.570/)**Ziwei He, Meng Yang, Minwei Feng et al.*11 citations*
452. **[Frustratingly Easy Label Projection for Cross-lingual Transfer ↗](https://aclanthology.org/2023.findings-acl.357/)**Yang Chen, Chao Jiang, Alan Ritter et al.*11 citations*
453. **[Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ↗](https://aclanthology.org/2023.findings-acl.147/)**Xingyu Fu, Sheng Zhang, Gukyeong Kwon et al.*11 citations*
454. **[Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting ↗](https://aclanthology.org/2023.findings-acl.52/)**Xuefeng Li, Liwen Wang, Guanting Dong et al.*11 citations*
455. **[HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language ↗](https://aclanthology.org/2023.findings-acl.646/)**Shantipriya Parida, Idris Abdulmumin, Shamsuddeen Hassan Muhammad et al.*11 citations*
456. **[How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench ↗](https://aclanthology.org/2023.findings-emnlp.503/)**Qinyuan Ye, Harvey Fu, Xiang Ren et al.*11 citations*
457. **[Information Extraction from Legal Wills: How Well Does GPT-4 Do? ↗](https://aclanthology.org/2023.findings-emnlp.287/)**Alice Kwak, Cheonkam Jeong, Gaetano Forte et al.*11 citations*
458. **[InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations ↗](https://aclanthology.org/2023.findings-emnlp.359/)**Nils Feldhus, Qianli Wang, Tatiana Anikina et al.*11 citations*
459. **[Knowledge is a Region in Weight Space for Fine-tuned Language Models ↗](https://aclanthology.org/2023.findings-emnlp.95/)**Almog Gueta, Elad Venezian, Colin Raffel et al.*11 citations*
460. **[LMCap: Few-shot Multilingual Image Captioning by Retrieval Augmented Language Model Prompting ↗](https://aclanthology.org/2023.findings-acl.104/)**Rita Ramos, Bruno Martins, Desmond Elliott*11 citations*
461. **[Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction ↗](https://aclanthology.org/2023.findings-acl.575/)**Zhe Yang, Yi Huang, Junlan Feng*11 citations*
462. **[NaSGEC: a Multi-Domain Chinese Grammatical Error Correction Dataset from Native Speaker Texts ↗](https://aclanthology.org/2023.findings-acl.630/)**Yue Zhang, Bo Zhang, Haochen Jiang et al.*11 citations*
463. **[Overcoming Catastrophic Forgetting in Massively Multilingual Continual Learning ↗](https://aclanthology.org/2023.findings-acl.48/)**Genta Winata, Lingjue Xie, Karthik Radhakrishnan et al.*11 citations*
464. **[PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction ↗](https://aclanthology.org/2023.findings-acl.394/)**Xiao Wei, Jianbao Huang, Hang Yu et al.*11 citations*
465. **[PaRaDe: Passage Ranking using Demonstrations with LLMs ↗](https://aclanthology.org/2023.findings-emnlp.950/)**Andrew Drozdov, Honglei Zhuang, Zhuyun Dai et al.*11 citations*
466. **[PlugMed: Improving Specificity in Patient-Centered Medical Dialogue Generation using In-Context Learning ↗](https://aclanthology.org/2023.findings-emnlp.336/)**Chengfeng Dou, Zhi Jin, Wenpin Jiao et al.*11 citations*
467. **[Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches](https://md.research.elamur.ai/free/en/papers/fried-2023-pragmatics-language-grounding-phenomena-tasks/)**Daniel Fried, Nicholas Tomlin, Jennifer Hu et al.*11 citations · our summary*
468. **[Pretraining Language Models with Text-Attributed Heterogeneous Graphs ↗](https://aclanthology.org/2023.findings-emnlp.692/)**Tao Zou, Le Yu, Yifei Huang et al.*11 citations*
469. **[ReLM: Leveraging Language Models for Enhanced Chemical Reaction Prediction ↗](https://aclanthology.org/2023.findings-emnlp.366/)**Yaorui Shi, An Zhang, Enzhi Zhang et al.*11 citations*
470. **[RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media ↗](https://aclanthology.org/2023.findings-eacl.61/)**Somin Wadhwa, Vivek Khetan, Silvio Amir et al.*11 citations*
471. **[Rethinking Semi-supervised Learning with Language Models ↗](https://aclanthology.org/2023.findings-acl.347/)**Zhengxiang Shi, Francesco Tonolini, Nikolaos Aletras et al.*11 citations*
472. **[SiMFy: A Simple Yet Effective Approach for Temporal Knowledge Graph Reasoning ↗](https://aclanthology.org/2023.findings-emnlp.249/)**Zhengtao Liu, Lei Tan, Mengfan Li et al.*11 citations*
473. **[Toward Joint Language Modeling for Speech Units and Text ↗](https://aclanthology.org/2023.findings-emnlp.438/)**Ju-Chieh Chou, Chung-Ming Chien, Wei-Ning Hsu et al.*11 citations*
474. **[Towards Detecting Contextual Real-Time Toxicity for In-Game Chat ↗](https://aclanthology.org/2023.findings-emnlp.663/)**Zachary Yang, Nicolas Grenon-Godbout, Reihaneh Rabbany*11 citations*
475. **[Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ↗](https://aclanthology.org/2023.findings-acl.462/)**Liang Chen, Hongru Wang, Yang Deng et al.*11 citations*
476. **[Understanding Programs by Exploiting (Fuzzing) Test Cases ↗](https://aclanthology.org/2023.findings-acl.678/)**Jianyu Zhao, Yuyang Rong, Yiwen Guo et al.*11 citations*
477. **[VCSUM: A Versatile Chinese Meeting Summarization Dataset ↗](https://aclanthology.org/2023.findings-acl.377/)**Han Wu, Mingjie Zhan, Haochen Tan et al.*11 citations*
478. **[VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers ↗](https://aclanthology.org/2023.findings-emnlp.939/)**Shahar Katz, Yonatan Belinkov*11 citations*
479. **[Watermarking LLMs with Weight Quantization ↗](https://aclanthology.org/2023.findings-emnlp.220/)**Linyang Li, Botian Jiang, Pengyu Wang et al.*11 citations*
480. **[Words, Subwords, and Morphemes: What Really Matters in the Surprisal-Reading Time Relationship? ↗](https://aclanthology.org/2023.findings-emnlp.752/)**Sathvik Nair, Philip Resnik*11 citations*
481. **[mmT5: Modular Multilingual Pre-Training Solves Source Language Hallucinations ↗](https://aclanthology.org/2023.findings-emnlp.132/)**Jonas Pfeiffer, Francesco Piccinno, Massimo Nicosia et al.*11 citations*
482. **[A Multi-modal Debiasing Model with Dynamical Constraint for Robust Visual Question Answering ↗](https://aclanthology.org/2023.findings-acl.311/)**Yu Li, Bojie Hu, Fengshuo Zhang et al.*10 citations*
483. **[Aligning Offline Metrics and Human Judgments of Value for Code Generation Models ↗](https://aclanthology.org/2023.findings-acl.540/)**Victor Dibia, Adam Fourney, Gagan Bansal et al.*10 citations*
484. **[Annotations Are Not All You Need: A Cross-modal Knowledge Transfer Network for Unsupervised Temporal Sentence Grounding ↗](https://aclanthology.org/2023.findings-emnlp.583/)**Xiang Fang, Daizong Liu, Wanlong Fang et al.*10 citations*
485. **[Are Synonym Substitution Attacks Really Synonym Substitution Attacks? ↗](https://aclanthology.org/2023.findings-acl.117/)**Cheng-Han Chiang, Hung-yi Lee*10 citations*
486. **[Beyond Testers' Biases: Guiding Model Testing with Knowledge Bases using LLMs ↗](https://aclanthology.org/2023.findings-emnlp.901/)**Chenyang Yang, Rishabh Rustogi, Rachel Brower-Sinning et al.*10 citations*
487. **[BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ↗](https://aclanthology.org/2023.findings-acl.535/)**Liyan Kang, Luyang Huang, Ningxin Peng et al.*10 citations*
488. **[CONTRASTE: Supervised Contrastive Pre-training With Aspect-based Prompts For Aspect Sentiment Triplet Extraction ↗](https://aclanthology.org/2023.findings-emnlp.807/)**Rajdeep Mukherjee, Nithish Kannen, Saurabh Pandey et al.*10 citations*
489. **[Combining Psychological Theory with Language Models for Suicide Risk Detection ↗](https://aclanthology.org/2023.findings-eacl.184/)**Daniel Izmaylov, Avi Segal, Kobi Gal et al.*10 citations*
490. **[Conformal Nucleus Sampling ↗](https://aclanthology.org/2023.findings-acl.3/)**Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger*10 citations*
491. **[Culturally Aware Natural Language Inference](https://md.research.elamur.ai/free/en/papers/huang-2023-culturally-aware-natural-language-inference/)**Jing Huang, Diyi Yang*10 citations · our summary*
492. **[DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ↗](https://aclanthology.org/2023.findings-acl.339/)**Bo Lv, Xin Liu, Shaojie Dai et al.*10 citations*
493. **[Data-Efficient Finetuning Using Cross-Task Nearest Neighbors ↗](https://aclanthology.org/2023.findings-acl.576/)**Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi et al.*10 citations*
494. **[Definitions Matter: Guiding GPT for Multi-label Classification ↗](https://aclanthology.org/2023.findings-emnlp.267/)**Youri Peskine, Damir Korenčić, Ivan Grubisic et al.*10 citations*
495. **[Delving into the Openness of CLIP ↗](https://aclanthology.org/2023.findings-acl.610/)**Shuhuai Ren, Lei Li, Xuancheng Ren et al.*10 citations*
496. **[Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering ↗](https://aclanthology.org/2023.findings-emnlp.972/)**Inderjeet Nair, Shwetha Somasundaram, Apoorv Saxena et al.*10 citations*
497. **[End-to-End Simultaneous Speech Translation with Differentiable Segmentation ↗](https://aclanthology.org/2023.findings-acl.485/)**Shaolei Zhang, Yang Feng*10 citations*
498. **[Enhanced Chart Understanding via Visual Language Pre-training on Plot Table Pairs ↗](https://aclanthology.org/2023.findings-acl.85/)**Mingyang Zhou, Yi Fung, Long Chen et al.*10 citations*
499. **[Enhancing Event Causality Identification with Event Causal Label and Event Pair Interaction Graph ↗](https://aclanthology.org/2023.findings-acl.655/)**Ruili Pu, Yang Li, Suge Wang et al.*10 citations*
500. **[Error Detection for Text-to-SQL Semantic Parsing ↗](https://aclanthology.org/2023.findings-emnlp.785/)**Shijie Chen, Ziru Chen, Huan Sun et al.*10 citations*

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