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

2,432 papers · page 10 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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901. **[Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ↗](https://aclanthology.org/2024.findings-acl.338/)**Zhipeng Chen, Kun Zhou, Wayne Xin Zhao et al.*5 citations*
902. **[InstructEval: Systematic Evaluation of Instruction Selection Methods ↗](https://aclanthology.org/2024.findings-naacl.270/)**Anirudh Ajith, Chris Pan, Mengzhou Xia et al.*5 citations*
903. **[Knowledge Fusion By Evolving Weights of Language Models ↗](https://aclanthology.org/2024.findings-acl.698/)**Guodong Du, Jing Li, Hanting Liu et al.*5 citations*
904. **[Knowledge-Driven Cross-Document Relation Extraction ↗](https://aclanthology.org/2024.findings-acl.227/)**Monika Jain, Raghava Mutharaju, Kuldeep Singh et al.*5 citations*
905. **[Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning ↗](https://aclanthology.org/2024.findings-acl.918/)**Yang Wu, Chenghao Wang, Ece Gumusel et al.*5 citations*
906. **[LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ↗](https://aclanthology.org/2024.findings-acl.396/)**Siyin Wang, Shimin Li, Tianxiang Sun et al.*5 citations*
907. **[LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems ↗](https://aclanthology.org/2024.findings-emnlp.794/)**Jiong Yu, Sixing Wu, Jiahao Chen et al.*5 citations*
908. **[LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification ↗](https://aclanthology.org/2024.findings-emnlp.839/)**Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko*5 citations*
909. **[LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation ↗](https://aclanthology.org/2024.findings-emnlp.563/)**Seyedarmin Azizi, Souvik Kundu, Massoud Pedram*5 citations*
910. **[Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning ↗](https://aclanthology.org/2024.findings-emnlp.75/)**Zhengyu Hu, Yichuan Li, Zhengyu Chen et al.*5 citations*
911. **[M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models ↗](https://aclanthology.org/2024.findings-emnlp.904/)**Chuhan Li, Ziyao Shangguan, Yilun Zhao et al.*5 citations*
912. **[MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.881/)**Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts et al.*5 citations*
913. **[MELD-ST: An Emotion-aware Speech Translation Dataset ↗](https://aclanthology.org/2024.findings-acl.601/)**Sirou Chen, Sakiko Yahata, Shuichiro Shimizu et al.*5 citations*
914. **[MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ↗](https://aclanthology.org/2024.findings-acl.298/)**Jiaqi Li, Miaozeng Du, Chuanyi Zhang et al.*5 citations*
915. **[MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment ↗](https://aclanthology.org/2024.findings-emnlp.148/)**Xuhui Jiang, Yinghan Shen, Zhichao Shi et al.*5 citations*
916. **[MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling ↗](https://aclanthology.org/2024.findings-emnlp.381/)**Philipp Seeberger, Dominik Wagner, Korbinian Riedhammer*5 citations*
917. **[Make Large Language Model a Better Ranker ↗](https://aclanthology.org/2024.findings-emnlp.51/)**Wen-Shuo Chao, Zhi Zheng, Hengshu Zhu et al.*5 citations*
918. **[MalayMMLU: A Multitask Benchmark for the Low-Resource Malay Language ↗](https://aclanthology.org/2024.findings-emnlp.36/)**Soon Chang Poh, Sze Jue Yang, Jeraelyn Ming Li Tan et al.*5 citations*
919. **[Measuring Retrieval Complexity in Question Answering Systems ↗](https://aclanthology.org/2024.findings-acl.872/)**Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg et al.*5 citations*
920. **[Measuring the Robustness of NLP Models to Domain Shifts ↗](https://aclanthology.org/2024.findings-emnlp.7/)**Nitay Calderon, Naveh Porat, Eyal Ben-David et al.*5 citations*
921. **[Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification ↗](https://aclanthology.org/2024.findings-emnlp.215/)**Anisha Gunjal, Greg Durrett*5 citations*
922. **[MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector ↗](https://aclanthology.org/2024.findings-acl.340/)**Marta R. Costa-jussà, Mariano Coria Meglioli, Pierre Andrews et al.*5 citations*
923. **[Multi-label Sequential Sentence Classification via Large Language Model ↗](https://aclanthology.org/2024.findings-emnlp.944/)**Mengfei Lan, Lecheng Zheng, Shufan Ming et al.*5 citations*
924. **[Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition ↗](https://aclanthology.org/2024.findings-eacl.25/)**Tu Nguyen, Nedim Šrndić, Alexander Neth*5 citations*
925. **[OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning ↗](https://aclanthology.org/2024.findings-naacl.55/)**Fei Yu, Anningzhe Gao, Benyou Wang*5 citations*
926. **[On Evaluating Explanation Utility for Human-AI Decision Making in NLP ↗](https://aclanthology.org/2024.findings-emnlp.439/)**Fateme Hashemi Chaleshtori, Atreya Ghosal, Alexander Gill et al.*5 citations*
927. **[On the Evaluation of Speech Foundation Models for Spoken Language Understanding ↗](https://aclanthology.org/2024.findings-acl.709/)**Siddhant Arora, Ankita Pasad, Chung-Ming Chien et al.*5 citations*
928. **[PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics ↗](https://aclanthology.org/2024.findings-naacl.294/)**Derui Zhu, Dingfan Chen, Qing Li et al.*5 citations*
929. **[Private prediction for large-scale synthetic text generation ↗](https://aclanthology.org/2024.findings-emnlp.425/)**Kareem Amin, Alex Bie, Weiwei Kong et al.*5 citations*
930. **[Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ↗](https://aclanthology.org/2024.findings-acl.855/)**Guiyang Hou, Yongliang Shen, Weiming Lu*5 citations*
931. **[QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs ↗](https://aclanthology.org/2024.findings-emnlp.527/)**Minsang Kim, Cheoneum Park, Seung Jun Baek*5 citations*
932. **[QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware ↗](https://aclanthology.org/2024.findings-emnlp.226/)**Chuang Zhou, Junnan Dong, Xiao Huang et al.*5 citations*
933. **[Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles ↗](https://aclanthology.org/2024.findings-emnlp.255/)**Filip Trhlík, Pontus Stenetorp*5 citations*
934. **[Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ↗](https://aclanthology.org/2024.findings-acl.100/)**Tuo Zhang, Jinyue Yuan, Salman Avestimehr*5 citations*
935. **[RoQLlama: A Lightweight Romanian Adapted Language Model ↗](https://aclanthology.org/2024.findings-emnlp.261/)**George-Andrei Dima, Andrei-Marius Avram, Cristian-George Craciun et al.*5 citations*
936. **[SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation ↗](https://aclanthology.org/2024.findings-naacl.287/)**Shasha Guo, Lizi Liao, Jing Zhang et al.*5 citations*
937. **[SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully ↗](https://aclanthology.org/2024.findings-emnlp.260/)**Jushi Kai, Tianhang Zhang, Hai Hu et al.*5 citations*
938. **[SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent ↗](https://aclanthology.org/2024.findings-emnlp.15/)**Jiarui Ji, Yang Li, Hongtao Liu et al.*5 citations*
939. **[STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ↗](https://aclanthology.org/2024.findings-acl.632/)**Yue Chen, Chen Huang, Yang Deng et al.*5 citations*
940. **[SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ↗](https://aclanthology.org/2024.findings-acl.746/)**Siwei Wu, Yizhi Li, Kang Zhu et al.*5 citations*
941. **[Selective Prefix Tuning for Pre-trained Language Models ↗](https://aclanthology.org/2024.findings-acl.164/)**Hongyi Zhang, Zuchao Li, Ping Wang et al.*5 citations*
942. **[Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models ↗](https://aclanthology.org/2024.findings-acl.842/)**Wenqing Chen, Weicheng Wang, Zhixuan Chu et al.*5 citations*
943. **[Self-training Large Language Models through Knowledge Detection ↗](https://aclanthology.org/2024.findings-emnlp.883/)**Yeo Wei Jie, Teddy Ferdinan, Przemyslaw Kazienko et al.*5 citations*
944. **[Set the Clock: Temporal Alignment of Pretrained Language Models ↗](https://aclanthology.org/2024.findings-acl.892/)**Bowen Zhao, Zander Brumbaugh, Yizhong Wang et al.*5 citations*
945. **[SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models ↗](https://aclanthology.org/2024.findings-naacl.90/)**Hossein Hajipour, Ning Yu, Cristian-Alexandru Staicu et al.*5 citations*
946. **[SoMeLVLM: A Large Vision Language Model for Social Media Processing ↗](https://aclanthology.org/2024.findings-acl.140/)**Xinnong Zhang, Haoyu Kuang, Xinyi Mou et al.*5 citations*
947. **[Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs ↗](https://aclanthology.org/2024.findings-emnlp.684/)**John Mendonça, Isabel Trancoso, Alon Lavie*5 citations*
948. **[Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge ↗](https://aclanthology.org/2024.findings-emnlp.708/)**Young-Jun Lee, Dokyong Lee, Junyoung Youn et al.*5 citations*
949. **[StraGo: Harnessing Strategic Guidance for Prompt Optimization ↗](https://aclanthology.org/2024.findings-emnlp.588/)**Yurong Wu, Yan Gao, Bin Benjamin Zhu et al.*5 citations*
950. **[Suri: Multi-constraint Instruction Following in Long-form Text Generation ↗](https://aclanthology.org/2024.findings-emnlp.94/)**Chau Minh Pham, Simeng Sun, Mohit Iyyer*5 citations*
951. **[Synthetic Multimodal Question Generation ↗](https://aclanthology.org/2024.findings-emnlp.759/)**Ian Wu, Sravan Jayanthi, Vijay Viswanathan et al.*5 citations*
952. **[Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ↗](https://aclanthology.org/2024.findings-acl.12/)**Yizhu Jiao, Sha Li, Sizhe Zhou et al.*5 citations*
953. **[TextLap: Customizing Language Models for Text-to-Layout Planning ↗](https://aclanthology.org/2024.findings-emnlp.833/)**Jian Chen, Ruiyi Zhang, Yufan Zhou et al.*5 citations*
954. **[The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ↗](https://aclanthology.org/2024.findings-acl.194/)**Jiajia Li, Lu Yang, Mingni Tang et al.*5 citations*
955. **[The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.513/)**Bolei Ma, Xinpeng Wang, Tiancheng Hu et al.*5 citations*
956. **[Time Machine GPT ↗](https://aclanthology.org/2024.findings-naacl.208/)**Felix Drinkall, Eghbal Rahimikia, Janet Pierrehumbert et al.*5 citations*
957. **[TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings ↗](https://aclanthology.org/2024.findings-emnlp.781/)**Zachary Horvitz, Ajay Patel, Kanishk Singh et al.*5 citations*
958. **[To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity ↗](https://aclanthology.org/2024.findings-emnlp.1003/)**Anastasiia Sedova, Robert Litschko, Diego Frassinelli et al.*5 citations*
959. **[Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Dataset ↗](https://aclanthology.org/2024.findings-acl.897/)**Satanu Ghosh, Neal Brodnik, Carolina Frey et al.*5 citations*
960. **[Uncovering Limitations of Large Language Models in Information Seeking from Tables ↗](https://aclanthology.org/2024.findings-acl.82/)**Chaoxu Pang, Yixuan Cao, Chunhao Yang et al.*5 citations*
961. **[Understanding the effects of language-specific class imbalance in multilingual fine-tuning ↗](https://aclanthology.org/2024.findings-eacl.157/)**Vincent Jung, Lonneke Plas*5 citations*
962. **[Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness ↗](https://aclanthology.org/2024.findings-emnlp.973/)**Srija Mukhopadhyay, Adnan Qidwai, Aparna Garimella et al.*5 citations*
963. **[VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models ↗](https://aclanthology.org/2024.findings-acl.105/)**Haoyi Qiu, Wenbo Hu, Zi-Yi Dou et al.*5 citations*
964. **[WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration ↗](https://aclanthology.org/2024.findings-naacl.234/)**Heyi Tao, Sethuraman T V, Michal Shlapentokh-Rothman et al.*5 citations*
965. **[Weight-Inherited Distillation for Task-Agnostic BERT Compression ↗](https://aclanthology.org/2024.findings-naacl.2/)**Taiqiang Wu, Cheng Hou, Shanshan Lao et al.*5 citations*
966. **[Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models ↗](https://aclanthology.org/2024.findings-naacl.34/)**Debarati Das, Ishaan Gupta, Jaideep Srivastava et al.*5 citations*
967. **[Whose Emotions and Moral Sentiments do Language Models Reflect? ↗](https://aclanthology.org/2024.findings-acl.395/)**Zihao He, Siyi Guo, Ashwin Rao et al.*5 citations*
968. **[Why do LLaVA Vision-Language Models Reply to Images in English? ↗](https://aclanthology.org/2024.findings-emnlp.783/)**Musashi Hinck, Carolin Holtermann, Matthew Lyle Olson et al.*5 citations*
969. **[Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ↗](https://aclanthology.org/2024.findings-acl.246/)**Ruibo Chen, Yihan Wu, Lichang Chen et al.*5 citations*
970. **[wav2vec-S: Adapting Pre-trained Speech Models for Streaming ↗](https://aclanthology.org/2024.findings-acl.681/)**Biao Fu, Kai Fan, Minpeng Liao et al.*5 citations*
971. **[A Grounded Preference Model for LLM Alignment ↗](https://aclanthology.org/2024.findings-acl.10/)**Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan et al.*4 citations*
972. **[A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets ↗](https://aclanthology.org/2024.findings-naacl.213/)**Tanja Samardzic, Ximena Gutierrez, Christian Bentz et al.*4 citations*
973. **[A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages ↗](https://aclanthology.org/2024.findings-eacl.10/)**Nikita Martynov, Mark Baushenko, Anastasia Kozlova et al.*4 citations*
974. **[A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ↗](https://aclanthology.org/2024.findings-acl.451/)**Taichi Aida, Danushka Bollegala*4 citations*
975. **[A Unified Generative Framework for Bilingual Euphemism Detection and Identification ↗](https://aclanthology.org/2024.findings-acl.403/)**Yuxue Hu, Junsong Li, Tongguan Wang et al.*4 citations*
976. **[AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.87/)**Yuting Wei, Yuanxing Xu, Xinru Wei et al.*4 citations*
977. **[ALaRM: Align Language Models via Hierarchical Rewards Modeling ↗](https://aclanthology.org/2024.findings-acl.465/)**Yuhang Lai, Siyuan Wang, Shujun Liu et al.*4 citations*
978. **[ARTS: Assessing Readability & Text Simplicity ↗](https://aclanthology.org/2024.findings-emnlp.877/)**Björn Engelmann, Christin Katharina Kreutz, Fabian Haak et al.*4 citations*
979. **[Abstraction-of-Thought Makes Language Models Better Reasoners ↗](https://aclanthology.org/2024.findings-emnlp.110/)**Ruixin Hong, Hongming Zhang, Xiaoman Pan et al.*4 citations*
980. **[Ada-Instruct: Adapting Instruction Generators for Complex Reasoning ↗](https://aclanthology.org/2024.findings-emnlp.409/)**Wanyun Cui, Qianle Wang*4 citations*
981. **[Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization ↗](https://aclanthology.org/2024.findings-emnlp.240/)**Yixin Ji, Yang Xiang, Juntao Li et al.*4 citations*
982. **[Adversarial Math Word Problem Generation ↗](https://aclanthology.org/2024.findings-emnlp.292/)**Roy Xie, Chengxuan Huang, Junlin Wang et al.*4 citations*
983. **[An Evaluation Mechanism of LLM-based Agents on Manipulating APIs ↗](https://aclanthology.org/2024.findings-emnlp.267/)**Bing Liu, Zhou Jianxiang, Dan Meng et al.*4 citations*
984. **[An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics ↗](https://aclanthology.org/2024.findings-eacl.14/)**Saba Ahmadi, Aishwarya Agrawal*4 citations*
985. **[An Instruction Tuning-Based Contrastive Learning Framework for Aspect Sentiment Quad Prediction with Implicit Aspects and Opinions ↗](https://aclanthology.org/2024.findings-emnlp.453/)**Hao Zhang, Yu-N Cheah, Congqing He et al.*4 citations*
986. **[Aspect-based Sentiment Analysis with Context Denoising ↗](https://aclanthology.org/2024.findings-naacl.194/)**Yuanhe Tian, Chang Liu, Yan Song et al.*4 citations*
987. **[AttributionBench: How Hard is Automatic Attribution Evaluation? ↗](https://aclanthology.org/2024.findings-acl.886/)**Yifei Li, Xiang Yue, Zeyi Liao et al.*4 citations*
988. **[Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents ↗](https://aclanthology.org/2024.findings-emnlp.964/)**Jaekyeom Kim, Dong-Ki Kim, Lajanugen Logeswaran et al.*4 citations*
989. **[AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ↗](https://aclanthology.org/2024.findings-acl.546/)**Yongheng Zhang, Qiguang Chen, Min Li et al.*4 citations*
990. **[BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation ↗](https://aclanthology.org/2024.findings-emnlp.943/)**David Dale, Marta R. Costa-jussà*4 citations*
991. **[Better Explain Transformers by Illuminating Important Information ↗](https://aclanthology.org/2024.findings-eacl.138/)**Linxin Song, Yan Cui, Ao Luo et al.*4 citations*
992. **[Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions ↗](https://aclanthology.org/2024.findings-acl.43/)**Wenxuan Wang, Yisi Zhang, Xingjian He et al.*4 citations*
993. **[Bias in News Summarization: Measures, Pitfalls and Corpora ↗](https://aclanthology.org/2024.findings-acl.356/)**Julius Steen, Katja Markert*4 citations*
994. **[CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models ↗](https://aclanthology.org/2024.findings-acl.703/)**Linhao Yu, Yongqi Leng, Yufei Huang et al.*4 citations*
995. **[Cache & Distil: Optimising API Calls to Large Language Models ↗](https://aclanthology.org/2024.findings-acl.704/)**Guillem Ramírez, Matthias Lindemann, Alexandra Birch et al.*4 citations*
996. **[Can We Instruct LLMs to Compensate for Position Bias? ↗](https://aclanthology.org/2024.findings-emnlp.732/)**Meiru Zhang, Zaiqiao Meng, Nigel Collier*4 citations*
997. **[Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment ↗](https://aclanthology.org/2024.findings-acl.161/)**William Merrill, Zhaofeng Wu, Norihito Naka et al.*4 citations*
998. **[CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues ↗](https://aclanthology.org/2024.findings-emnlp.713/)**Traian Rebedea, Makesh Sreedhar, Shaona Ghosh et al.*4 citations*
999. **[Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ↗](https://aclanthology.org/2024.findings-acl.283/)**Peng Yixing, Quan Wang, Licheng Zhang et al.*4 citations*
1000. **[CoLLaVO: Crayon Large Language and Vision mOdel ↗](https://aclanthology.org/2024.findings-acl.66/)**Byung-Kwan Lee, Beomchan Park, Chae Won Kim et al.*4 citations*

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