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# Findings of the Association for Computational Linguistics 2024: all accepted papers

2,432 papers · page 18 of 25 · the most cited first · [← Findings of the Association for Computational Linguistics 2024](https://md.research.elamur.ai/free/en/venues/findings/2024/)

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1701. **[Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ↗](https://aclanthology.org/2024.findings-acl.507/)**Shuqi Liu, Bowei He, Linqi Song*1 citation*
1702. **[BloomVQA: Assessing Hierarchical Multi-modal Comprehension ↗](https://aclanthology.org/2024.findings-acl.885/)**Yunye Gong, Robik Shrestha, Jared Claypoole et al.*1 citation*
1703. **[BookWorm: A Dataset for Character Description and Analysis ↗](https://aclanthology.org/2024.findings-emnlp.258/)**Argyrios Papoudakis, Mirella Lapata, Frank Keller*1 citation*
1704. **[BoolQuestions: Does Dense Retrieval Understand Boolean Logic in Language? ↗](https://aclanthology.org/2024.findings-emnlp.156/)**Zongmeng Zhang, Jinhua Zhu, Wengang Zhou et al.*1 citation*
1705. **[Boosting LLM Agents with Recursive Contemplation for Effective Deception Handling ↗](https://aclanthology.org/2024.findings-acl.591/)**Shenzhi Wang, Chang Liu, Zilong Zheng et al.*1 citation*
1706. **[C$^3$LPGCN:Integrating Contrastive Learning and Cooperative Learning with Prompt into Graph Convolutional Network for Aspect-based Sentiment Analysis ↗](https://aclanthology.org/2024.findings-naacl.205/)**Ye He, Shihao Zou, YuzheChen YuzheChen et al.*1 citation*
1707. **[CED: Comparing Embedding Differences for Detecting Out-of-Distribution and Hallucinated Text ↗](https://aclanthology.org/2024.findings-emnlp.874/)**Hakyung Lee, Keon-Hee Park, Hoyoon Byun et al.*1 citation*
1708. **[CERD: A Comprehensive Chinese Rhetoric Dataset for Rhetorical Understanding and Generation in Essays ↗](https://aclanthology.org/2024.findings-emnlp.395/)**Nuowei Liu, Xinhao Chen, Hongyi Wu et al.*1 citation*
1709. **[CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems ↗](https://aclanthology.org/2024.findings-acl.90/)**Abbas Ghaddar, David Alfonso-Hermelo, Philippe Langlais et al.*1 citation*
1710. **[CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.875/)**Qin Zhang, Sihan Cai, Jiaxu Zhao et al.*1 citation*
1711. **[CLASP: Cross-modal Alignment Using Pre-trained Unimodal Models ↗](https://aclanthology.org/2024.findings-acl.684/)**Jianing Zhou, Ziheng Zeng, Hongyu Gong et al.*1 citation*
1712. **[CMA-R: Causal Mediation Analysis for Explaining Rumour Detection ↗](https://aclanthology.org/2024.findings-eacl.116/)**Lin Tian, Xiuzhen Zhang, Jey Han Lau*1 citation*
1713. **[Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP ↗](https://aclanthology.org/2024.findings-emnlp.59/)**Zeliang Zhang, Zhuo Liu, Mingqian Feng et al.*1 citation*
1714. **[Can LLMs Learn From Mistakes? An Empirical Study on Reasoning Tasks ↗](https://aclanthology.org/2024.findings-emnlp.46/)**Shengnan An, Zexiong Ma, Siqi Cai et al.*1 citation*
1715. **[Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ↗](https://aclanthology.org/2024.findings-acl.478/)**Marcio Fonseca, Shay B. Cohen*1 citation*
1716. **[CausalCite: A Causal Formulation of Paper Citations ↗](https://aclanthology.org/2024.findings-acl.497/)**Ishan Agrawal, Zhijing Jin, Ehsan Mokhtarian et al.*1 citation*
1717. **[Centroid-Based Efficient Minimum Bayes Risk Decoding ↗](https://aclanthology.org/2024.findings-acl.654/)**Hiroyuki Deguchi, Yusuke Sakai, Hidetaka Kamigaito et al.*1 citation*
1718. **[Chain-of-Rewrite: Aligning Question and Documents for Open-Domain Question Answering ↗](https://aclanthology.org/2024.findings-emnlp.104/)**Chunlei Xin, Yaojie Lu, Hongyu Lin et al.*1 citation*
1719. **[CoCoHD: Congress Committee Hearing Dataset ↗](https://aclanthology.org/2024.findings-emnlp.911/)**Arnav Hiray, Yunsong Liu, Mingxiao Song et al.*1 citation*
1720. **[CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP ↗](https://aclanthology.org/2024.findings-naacl.238/)**Chandra Kiran Evuru, Sreyan Ghosh, Sonal Kumar et al.*1 citation*
1721. **[CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity ↗](https://aclanthology.org/2024.findings-emnlp.13/)**Moshe Berchansky, Daniel Fleischer, Moshe Wasserblat et al.*1 citation*
1722. **[CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems ↗](https://aclanthology.org/2024.findings-emnlp.76/)**Qianli Wang, Tatiana Anikina, Nils Feldhus et al.*1 citation*
1723. **[Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ↗](https://aclanthology.org/2024.findings-acl.346/)**Jun-Hyung Park, Mingyu Lee, Junho Kim et al.*1 citation*
1724. **[Code-Switching and Back-Transliteration Using a Bilingual Model](https://md.research.elamur.ai/free/en/papers/mitelman-2024-code-switching-back-transliteration-bilingual/)**Daniel Weisberg Mitelman, Nachum Dershowitz, Kfir Bar*1 citation · our summary*
1725. **[CodeFort: Robust Training for Code Generation Models ↗](https://aclanthology.org/2024.findings-emnlp.303/)**Yuhao Zhang, Shiqi Wang, Haifeng Qian et al.*1 citation*
1726. **[CodeInsight: A Curated Dataset of Practical Coding Solutions from Stack Overflow ↗](https://aclanthology.org/2024.findings-acl.354/)**Nathanaël Beau, Benoit Crabbé*1 citation*
1727. **[Combating Label Sparsity in Short Text Topic Modeling via Nearest Neighbor Augmentation ↗](https://aclanthology.org/2024.findings-acl.817/)**Yang Lin, Xinyu Ma, Xin Gao et al.*1 citation*
1728. **[Compare without Despair: Reliable Preference Evaluation with Generation Separability ↗](https://aclanthology.org/2024.findings-emnlp.747/)**Sayan Ghosh, Tejas Srinivasan, Swabha Swayamdipta*1 citation*
1729. **[Concept-Best-Matching: Evaluating Compositionality In Emergent Communication ↗](https://aclanthology.org/2024.findings-acl.189/)**Boaz Carmeli, Yonatan Belinkov, Ron Meir*1 citation*
1730. **[Concept-aware Data Construction Improves In-context Learning of Language Models ↗](https://aclanthology.org/2024.findings-acl.733/)**Michal Štefánik, Marek Kadlčík, Petr Sojka*1 citation*
1731. **[Concise and Precise Context Compression for Tool-Using Language Models ↗](https://aclanthology.org/2024.findings-acl.974/)**Yang Xu, Yunlong Feng, Honglin Mu et al.*1 citation*
1732. **[Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning ↗](https://aclanthology.org/2024.findings-emnlp.118/)**Kaiwen Wang, Rahul Kidambi, Ryan Sullivan et al.*1 citation*
1733. **[Context-Aware Tracking and Dynamic Introduction for Incomplete Utterance Rewriting in Extended Multi-Turn Dialogues ↗](https://aclanthology.org/2024.findings-acl.127/)**Xinnan Guo, Qian Zhu, Qiuhui Shi et al.*1 citation*
1734. **[Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences ↗](https://aclanthology.org/2024.findings-naacl.293/)**Kyungmin Park, Sihyun Oh, Daehyun Kim et al.*1 citation*
1735. **[Contrastive Preference Learning for Neural Machine Translation ↗](https://aclanthology.org/2024.findings-naacl.174/)**Jianfei He, Shichao Sun, Sen Peng et al.*1 citation*
1736. **[Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation ↗](https://aclanthology.org/2024.findings-emnlp.185/)**Huangyu Dai, Ben Chen, Kaidi Chen et al.*1 citation*
1737. **[Controlled Transformation of Text-Attributed Graphs ↗](https://aclanthology.org/2024.findings-emnlp.923/)**Nidhi Vakil, Hadi Amiri*1 citation*
1738. **[Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation ↗](https://aclanthology.org/2024.findings-emnlp.199/)**Preni Golazizian, Alireza Salkhordeh Ziabari, Ali Omrani et al.*1 citation*
1739. **[Creative and Context-Aware Translation of East Asian Idioms with GPT-4 ↗](https://aclanthology.org/2024.findings-emnlp.544/)**Kenan Tang, Peiyang Song, Yao Qin et al.*1 citation*
1740. **[Cross-Lingual Unlearning of Selective Knowledge in Multilingual Language Models ↗](https://aclanthology.org/2024.findings-emnlp.630/)**Minseok Choi, Kyunghyun Min, Jaegul Choo*1 citation*
1741. **[Cross-lingual Contextualized Phrase Retrieval ↗](https://aclanthology.org/2024.findings-emnlp.383/)**Huayang Li, Deng Cai, Zhi Qu et al.*1 citation*
1742. **[DADA: Distribution-Aware Domain Adaptation of PLMs for Information Retrieval ↗](https://aclanthology.org/2024.findings-acl.825/)**Dohyeon Lee, Jongyoon Kim, Seung-won Hwang et al.*1 citation*
1743. **[DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ↗](https://aclanthology.org/2024.findings-acl.92/)**Taolin Zhang, Qizhou Chen, Dongyang Li et al.*1 citation*
1744. **[DBQR-QA: A Question Answering Dataset on a Hybrid of Database Querying and Reasoning ↗](https://aclanthology.org/2024.findings-acl.900/)**Rungsiman Nararatwong, Chung-Chi Chen, Natthawut Kertkeidkachorn et al.*1 citation*
1745. **[DEFT: Distribution-guided Efficient Fine-Tuning for Human Alignment ↗](https://aclanthology.org/2024.findings-emnlp.898/)**Liang Zhu, Feiteng Fang, Yuelin Bai et al.*1 citation*
1746. **[DIMSIM: Distilled Multilingual Critics for Indic Text Simplification ↗](https://aclanthology.org/2024.findings-acl.952/)**Sneha Mondal, Ashish Agrawal, Ritika et al.*1 citation*
1747. **[Datasets for Multilingual Answer Sentence Selection ↗](https://aclanthology.org/2024.findings-emnlp.522/)**Matteo Gabburo, Stefano Campese, Federico Agostini et al.*1 citation*
1748. **[Denoising Rationalization for Multi-hop Fact Verification via Multi-granular Explainer ↗](https://aclanthology.org/2024.findings-emnlp.736/)**Jiasheng Si, Yingjie Zhu, Wenpeng Lu et al.*1 citation*
1749. **[Designing Logic Pattern Templates for Counter-Argument Logical Structure Analysis ↗](https://aclanthology.org/2024.findings-emnlp.661/)**Shoichi Naito, Wenzhi Wang, Paul Reisert et al.*1 citation*
1750. **[DetectBench: Can Large Language Model Detect and Piece Together Implicit Evidence? ↗](https://aclanthology.org/2024.findings-emnlp.11/)**Zhouhong Gu, Lin Zhang, Xiaoxuan Zhu et al.*1 citation*
1751. **[Deterministic Reversible Data Augmentation for Neural Machine Translation ↗](https://aclanthology.org/2024.findings-acl.481/)**Jiashu Yao, Heyan Huang, Zeming Liu et al.*1 citation*
1752. **[Dial BeInfo for Faithfulness: Improving Factuality of Information-Seeking Dialogue via Behavioural Fine-Tuning ↗](https://aclanthology.org/2024.findings-emnlp.998/)**Evgeniia Razumovskaia, Ivan Vulić, Pavle Marković et al.*1 citation*
1753. **[DiffChat: Learning to Chat with Text-to-Image Synthesis Models for Interactive Image Creation ↗](https://aclanthology.org/2024.findings-acl.522/)**Jiapeng Wang, Chengyu Wang, Tingfeng Cao et al.*1 citation*
1754. **[Difficult Task Yes but Simple Task No: Unveiling the Laziness in Multimodal LLMs ↗](https://aclanthology.org/2024.findings-emnlp.442/)**Sihang Zhao, Youliang Yuan, Xiaoying Tang et al.*1 citation*
1755. **[Discovering and Mitigating Indirect Bias in Attention-Based Model Explanations ↗](https://aclanthology.org/2024.findings-naacl.104/)**Farsheed Haque, Depeng Xu, Shuhan Yuan*1 citation*
1756. **[Discovering influential text using convolutional neural networks ↗](https://aclanthology.org/2024.findings-acl.714/)**Megan Ayers, Luke Sanford, Margaret Roberts et al.*1 citation*
1757. **[DistillMIKE: Editing Distillation of Massive In-Context Knowledge Editing in Large Language Models ↗](https://aclanthology.org/2024.findings-acl.455/)**Shanbao Qiao, Xuebing Liu, Seung-Hoon Na*1 citation*
1758. **[Distilling Robustness into Natural Language Inference Models with Domain-Targeted Augmentation ↗](https://aclanthology.org/2024.findings-acl.132/)**Joe Stacey, Marek Rei*1 citation*
1759. **[Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization ↗](https://aclanthology.org/2024.findings-eacl.146/)**Andreas Waldis, Yufang Hou, Iryna Gurevych*1 citation*
1760. **[Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking ↗](https://aclanthology.org/2024.findings-emnlp.731/)**James D. Finch, Jinho D. Choi*1 citation*
1761. **[Do LLMs Think Fast and Slow? A Causal Study on Sentiment Analysis ↗](https://aclanthology.org/2024.findings-emnlp.547/)**Zhiheng Lyu, Zhijing Jin, Fernando Gonzalez Adauto et al.*1 citation*
1762. **[Domain-Aware $k$-Nearest-Neighbor Knowledge Distillation for Machine Translation ↗](https://aclanthology.org/2024.findings-acl.563/)**Zhexuan Wang, Shudong Liu, Xuebo Liu et al.*1 citation*
1763. **[Draft on the Fly: Adaptive Self-Speculative Decoding using Cosine Similarity ↗](https://aclanthology.org/2024.findings-emnlp.124/)**Michael R. Metel, Peng Lu, Boxing Chen et al.*1 citation*
1764. **[Dual-teacher Knowledge Distillation for Low-frequency Word Translation ↗](https://aclanthology.org/2024.findings-emnlp.317/)**Yifan Guo, Hongying Zan, Hongfei Xu*1 citation*
1765. **[E2-LLM: Efficient and Extreme Length Extension of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.252/)**Jiaheng Liu, Zhiqi Bai, Yuanxing Zhang et al.*1 citation*
1766. **[ECoK: Emotional Commonsense Knowledge Graph for Mining Emotional Gold ↗](https://aclanthology.org/2024.findings-acl.480/)**Zhunheng Wang, Xiaoyi Liu, Mengting Hu et al.*1 citation*
1767. **[Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.550/)**Cheng-Hsun Hsueh, Paul Kuo-Ming Huang, Tzu-Han Lin et al.*1 citation*
1768. **[Efficient $k$-Nearest-Neighbor Machine Translation with Dynamic Retrieval ↗](https://aclanthology.org/2024.findings-acl.475/)**Yan Gao, Zhiwei Cao, Zhongjian Miao et al.*1 citation*
1769. **[Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts ↗](https://aclanthology.org/2024.findings-emnlp.106/)**Lotem Golany, Filippo Galgani, Maya Mamo et al.*1 citation*
1770. **[Efficient Domain Adaptation for Non-Autoregressive Machine Translation ↗](https://aclanthology.org/2024.findings-acl.810/)**WangJie You, Pei Guo, Juntao Li et al.*1 citation*
1771. **[Employing Glyphic Information for Chinese Event Extraction with Vision-Language Model ↗](https://aclanthology.org/2024.findings-emnlp.58/)**Xiaoyi Bao, Jinghang Gu, Zhongqing Wang et al.*1 citation*
1772. **[Enhancing Idiomatic Representation in Multiple Languages via an Adaptive Contrastive Triplet Loss ↗](https://aclanthology.org/2024.findings-acl.741/)**Wei He, Marco Idiart, Carolina Scarton et al.*1 citation*
1773. **[Enhancing Incremental Summarization with Structured Representations ↗](https://aclanthology.org/2024.findings-emnlp.220/)**EunJeong Hwang, Yichao Zhou, James Bradley Wendt et al.*1 citation*
1774. **[Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning ↗](https://aclanthology.org/2024.findings-eacl.92/)**Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang et al.*1 citation*
1775. **[Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction ↗](https://aclanthology.org/2024.findings-emnlp.348/)**Frank Martin Mtumbuka, Steven Schockaert*1 citation*
1776. **[Evaluating Language Model Character Traits ↗](https://aclanthology.org/2024.findings-emnlp.77/)**Francis Rhys Ward, Zejia Yang, Alex Jackson et al.*1 citation*
1777. **[Explaining Language Model Predictions with High-Impact Concepts ↗](https://aclanthology.org/2024.findings-eacl.67/)**Ruochen Zhao, Tan Wang, Yongjie Wang et al.*1 citation*
1778. **[Exploiting Careful Design of SVM Solution for Aspect-term Sentiment Analysis ↗](https://aclanthology.org/2024.findings-emnlp.340/)**Hanfeng Liu, Minping Chen, Zhenya Zheng et al.*1 citation*
1779. **[Exploiting Target Language Data for Neural Machine Translation Beyond Back Translation ↗](https://aclanthology.org/2024.findings-acl.727/)**Abudurexiti Reheman, Yingfeng Luo, Junhao Ruan et al.*1 citation*
1780. **[Exploring Domain Robust Lightweight Reward Models based on Router Mechanism ↗](https://aclanthology.org/2024.findings-acl.511/)**Hyuk Namgoong, Jeesu Jung, Sangkeun Jung et al.*1 citation*
1781. **[Exploring Language Model's Code Generation Ability with Auxiliary Functions ↗](https://aclanthology.org/2024.findings-naacl.181/)**Seonghyeon Lee, Sanghwan Jang, Seongbo Jang et al.*1 citation*
1782. **[Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ↗](https://aclanthology.org/2024.findings-acl.55/)**Haolong Li, Yu Ma, Yinqi Zhang et al.*1 citation*
1783. **[Exploring Reversal Mathematical Reasoning Ability for Large Language Models ↗](https://aclanthology.org/2024.findings-acl.811/)**Pei Guo, WangJie You, Juntao Li et al.*1 citation*
1784. **[Extractive Medical Entity Disambiguation with Memory Mechanism and Memorized Entity Information ↗](https://aclanthology.org/2024.findings-emnlp.810/)**Guobiao Zhang, Xueping Peng, Tao Shen et al.*1 citation*
1785. **[Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ↗](https://aclanthology.org/2024.findings-acl.310/)**Zijian Lei, Dong Qian, William Cheung*1 citation*
1786. **[Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper ↗](https://aclanthology.org/2024.findings-emnlp.976/)**Iuliia Thorbecke, Juan Pablo Zuluaga Gomez, Esaú Villatoro-tello et al.*1 citation*
1787. **[FastMem: Fast Memorization of Prompt Improves Context Awareness of Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.687/)**Junyi Zhu, Shuochen Liu, Yu Yu et al.*1 citation*
1788. **[Few-TK: A Dataset for Few-shot Scientific Typed Keyphrase Recognition ↗](https://aclanthology.org/2024.findings-naacl.253/)**Avishek Lahiri, Pratyay Sarkar, Medha Sen et al.*1 citation*
1789. **[Fighting Randomness with Randomness: Mitigating Optimisation Instability of Fine-Tuning using Delayed Ensemble and Noisy Interpolation ↗](https://aclanthology.org/2024.findings-emnlp.644/)**Branislav Pecher, Jan Cegin, Robert Belanec et al.*1 citation*
1790. **[Finding the Optimal Byte-Pair Encoding Merge Operations for Neural Machine Translation in a Low-Resource Setting ↗](https://aclanthology.org/2024.findings-emnlp.860/)**Kristine Mae M. Adlaon, Nelson Marcos*1 citation*
1791. **[Fine-tuning CLIP Text Encoders with Two-step Paraphrasing ↗](https://aclanthology.org/2024.findings-eacl.144/)**Hyunjae Kim, Seunghyun Yoon, Trung Bui et al.*1 citation*
1792. **[Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ↗](https://aclanthology.org/2024.findings-acl.938/)**Dingmin Wang, Jinman Zhao, Hengzhi Pei et al.*1 citation*
1793. **[Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models ↗](https://aclanthology.org/2024.findings-acl.707/)**Daniela Occhipinti, Michele Marchi, Irene Mondella et al.*1 citation*
1794. **[FlexiQA: Leveraging LLM's Evaluation Capabilities for Flexible Knowledge Selection in Open-domain Question Answering ↗](https://aclanthology.org/2024.findings-eacl.4/)**Yuhan Chen, Shuqi Li, Rui Yan*1 citation*
1795. **[Fooling the Textual Fooler via Randomizing Latent Representations ↗](https://aclanthology.org/2024.findings-acl.856/)**Duy Hoang, Nguyen Hung-Quang, Saurav Manchanda et al.*1 citation*
1796. **[FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.968/)**Xihang Yue, Linchao Zhu, Yi Yang*1 citation*
1797. **[From Generation to Selection: Findings of Converting Analogical Problem-Solving into Multiple-Choice Questions ↗](https://aclanthology.org/2024.findings-emnlp.392/)**Donghyeon Shin, Seungpil Lee, Klea Lena Kovacec et al.*1 citation*
1798. **[From Zero to Hero: Cold-Start Anomaly Detection ↗](https://aclanthology.org/2024.findings-acl.453/)**Tal Reiss, George Kour, Naama Zwerdling et al.*1 citation*
1799. **[Functional Overlap Reranking for Neural Code Generation ↗](https://aclanthology.org/2024.findings-acl.220/)**Hung Quoc To, Minh Huynh Nguyen, Nghi D. Q. Bui*1 citation*
1800. **[GENDEX: Generative Data Augmentation Strategy Leveraging External Data for Abstractive Dialogue Summarization ↗](https://aclanthology.org/2024.findings-acl.188/)**Sangwon Park, Hongseok Choi, Dongha Choi et al.*1 citation*

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