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

2,432 papers · page 7 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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601. **[Human-in-the-Loop Synthetic Text Data Inspection with Provenance Tracking ↗](https://aclanthology.org/2024.findings-naacl.197/)**Hong Jin Kang, Fabrice Harel-Canada, Muhammad Ali Gulzar et al.*8 citations*
602. **[Hybrid Alignment Training for Large Language Models ↗](https://aclanthology.org/2024.findings-acl.676/)**Chenglong Wang, Hang Zhou, Kaiyan Chang et al.*8 citations*
603. **[Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ↗](https://aclanthology.org/2024.findings-acl.458/)**Zhuo Chen, Xinyu Wang, Yong Jiang et al.*8 citations*
604. **[Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging ↗](https://aclanthology.org/2024.findings-emnlp.553/)**Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani Tur et al.*8 citations*
605. **[Instruction-following Evaluation through Verbalizer Manipulation ↗](https://aclanthology.org/2024.findings-naacl.233/)**Shiyang Li, Jun Yan, Hai Wang et al.*8 citations*
606. **[LOCR: Location-Guided Transformer for Optical Character Recognition ↗](https://aclanthology.org/2024.findings-emnlp.314/)**Yu Sun, Dongzhan Zhou, Chen Lin et al.*8 citations*
607. **[Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation ↗](https://aclanthology.org/2024.findings-emnlp.477/)**Jae-Woo Park, Seong-Jin Park, Hyun-Sik Won et al.*8 citations*
608. **[Learning Fine-Grained Grounded Citations for Attributed Large Language Models ↗](https://aclanthology.org/2024.findings-acl.838/)**Lei Huang, Xiaocheng Feng, Weitao Ma et al.*8 citations*
609. **[Learning Musical Representations for Music Performance Question Answering ↗](https://aclanthology.org/2024.findings-emnlp.159/)**Xingjian Diao, Chunhui Zhang, Tingxuan Wu et al.*8 citations*
610. **[Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation ↗](https://aclanthology.org/2024.findings-acl.211/)**Xu Huang, Zhirui Zhang, Xiang Geng et al.*8 citations*
611. **[MMCode: Benchmarking Multimodal Large Language Models for Code Generation with Visually Rich Programming Problems ↗](https://aclanthology.org/2024.findings-emnlp.42/)**Kaixin Li, Yuchen Tian, Qisheng Hu et al.*8 citations*
612. **[Multi-dimensional Evaluation of Empathetic Dialogue Responses ↗](https://aclanthology.org/2024.findings-emnlp.113/)**Zhichao Xu, Jiepu Jiang*8 citations*
613. **[On Evaluating the Integration of Reasoning and Action in LLM Agents with Database Question Answering ↗](https://aclanthology.org/2024.findings-naacl.284/)**Linyong Nan, Ellen Zhang, Weijin Zou et al.*8 citations*
614. **[On the Generalization of Training-based ChatGPT Detection Methods ↗](https://aclanthology.org/2024.findings-emnlp.424/)**Han Xu, Jie Ren, Pengfei He et al.*8 citations*
615. **[Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs ↗](https://aclanthology.org/2024.findings-emnlp.662/)**Wenhua Cheng, Weiwei Zhang, Haihao Shen et al.*8 citations*
616. **[Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models ↗](https://aclanthology.org/2024.findings-emnlp.44/)**Donghoon Kim, Gusang Lee, Kyuhong Shim et al.*8 citations*
617. **[ROSE Doesn't Do That: Boosting the Safety of Instruction-Tuned Large Language Models with Reverse Prompt Contrastive Decoding ↗](https://aclanthology.org/2024.findings-acl.814/)**Qihuang Zhong, Liang Ding, Juhua Liu et al.*8 citations*
618. **[RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models ↗](https://aclanthology.org/2024.findings-naacl.108/)**Saeed Khaki, JinJin Li, Lan Ma et al.*8 citations*
619. **[Ranking Large Language Models without Ground Truth ↗](https://aclanthology.org/2024.findings-acl.143/)**Amit Dhurandhar, Rahul Nair, Moninder Singh et al.*8 citations*
620. **[ResLoRA: Identity Residual Mapping in Low-Rank Adaption ↗](https://aclanthology.org/2024.findings-acl.525/)**Shuhua Shi, Shaohan Huang, Minghui Song et al.*8 citations*
621. **[Reverse Chain: A Generic-Rule for LLMs to Master Multi-API Planning ↗](https://aclanthology.org/2024.findings-naacl.22/)**Yinger Zhang, Hui Cai, Xierui Song et al.*8 citations*
622. **[Revisiting Multimodal Transformers for Tabular Data with Text Fields ↗](https://aclanthology.org/2024.findings-acl.87/)**Thomas Bonnier*8 citations*
623. **[Scaling Laws for Fact Memorization of Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.658/)**Xingyu Lu, Xiaonan Li, Qinyuan Cheng et al.*8 citations*
624. **[Self-Consistent Reasoning-based Aspect-Sentiment Quad Prediction with Extract-Then-Assign Strategy ↗](https://aclanthology.org/2024.findings-acl.435/)**Jieyong Kim, Ryang Heo, Yongsik Seo et al.*8 citations*
625. **[Stanceformer: Target-Aware Transformer for Stance Detection ↗](https://aclanthology.org/2024.findings-emnlp.286/)**Krishna Garg, Cornelia Caragea*8 citations*
626. **[TRAP: Targeted Random Adversarial Prompt Honeypot for Black-Box Identification ↗](https://aclanthology.org/2024.findings-acl.683/)**Martin Gubri, Dennis Ulmer, Hwaran Lee et al.*8 citations*
627. **[Teaching Large Language Models an Unseen Language on the Fly ↗](https://aclanthology.org/2024.findings-acl.519/)**Chen Zhang, Xiao Liu, Jiuheng Lin et al.*8 citations*
628. **[Towards Better Question Generation in QA-based Event Extraction ↗](https://aclanthology.org/2024.findings-acl.535/)**Zijin Hong, Jian Liu*8 citations*
629. **[Virtual Context Enhancing Jailbreak Attacks with Special Token Injection ↗](https://aclanthology.org/2024.findings-emnlp.692/)**Yuqi Zhou, Lin Lu, Ryan Sun et al.*8 citations*
630. **[What if...?: Thinking Counterfactual Keywords Helps to Mitigate Hallucination in Large Multi-modal Models ↗](https://aclanthology.org/2024.findings-emnlp.626/)**Junho Kim, Kim Yeonju, Yong Man Ro*8 citations*
631. **[X-Shot: A Unified System to Handle Frequent, Few-shot and Zero-shot Learning Simultaneously in Classification ↗](https://aclanthology.org/2024.findings-acl.276/)**Hanzi Xu, Muhao Chen, Lifu Huang et al.*8 citations*
632. **[$\textitRefiner$: Restructure Retrieved Content Efficiently to Advance Question-Answering Capabilities ↗](https://aclanthology.org/2024.findings-emnlp.500/)**Zhonghao Li, Xuming Hu, Aiwei Liu et al.*7 citations*
633. **[A Chinese Dataset for Evaluating the Safeguards in Large Language Models ↗](https://aclanthology.org/2024.findings-acl.184/)**Yuxia Wang, Zenan Zhai, Haonan Li et al.*7 citations*
634. **[A Survey on Natural Language Counterfactual Generation ↗](https://aclanthology.org/2024.findings-emnlp.276/)**Yongjie Wang, Xiaoqi Qiu, Yu Yue et al.*7 citations*
635. **[A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion ↗](https://aclanthology.org/2024.findings-acl.812/)**Jingtao Guo, Chunxia Zhang, Lingxi Li et al.*7 citations*
636. **[AdaMoE: Token-Adaptive Routing with Null Experts for Mixture-of-Experts Language Models ↗](https://aclanthology.org/2024.findings-emnlp.361/)**Zihao Zeng, Yibo Miao, Hongcheng Gao et al.*7 citations*
637. **[An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ↗](https://aclanthology.org/2024.findings-acl.390/)**Gantavya Bhatt, Yifang Chen, Arnav Das et al.*7 citations*
638. **[Attacks against Abstractive Text Summarization Models through Lead Bias and Influence Functions ↗](https://aclanthology.org/2024.findings-emnlp.804/)**Poojitha Thota, Shirin Nilizadeh*7 citations*
639. **[BLADE: Benchmarking Language Model Agents for Data-Driven Science ↗](https://aclanthology.org/2024.findings-emnlp.815/)**Ken Gu, Ruoxi Shang, Ruien Jiang et al.*7 citations*
640. **[Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ↗](https://aclanthology.org/2024.findings-acl.337/)**Jie Zhu, Junhui Li, Yalong Wen et al.*7 citations*
641. **[Benchmarking Large Language Models on Communicative Medical Coaching: A Dataset and a Novel System ↗](https://aclanthology.org/2024.findings-acl.94/)**Hengguan Huang, Songtao Wang, Hongfu Liu et al.*7 citations*
642. **[BiasDora: Exploring Hidden Biased Associations in Vision-Language Models ↗](https://aclanthology.org/2024.findings-emnlp.611/)**Chahat Raj, Anjishnu Mukherjee, Aylin Caliskan et al.*7 citations*
643. **[Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots ↗](https://aclanthology.org/2024.findings-acl.578/)**Junling Wang, Jakub Macina, Nico Daheim et al.*7 citations*
644. **[CIDAR: Culturally Relevant Instruction Dataset For Arabic ↗](https://aclanthology.org/2024.findings-acl.764/)**Zaid Alyafeai, Khalid Almubarak, Ahmed Ashraf et al.*7 citations*
645. **[CM-TTS: Enhancing Real Time Text-to-Speech Synthesis Efficiency through Weighted Samplers and Consistency Models ↗](https://aclanthology.org/2024.findings-naacl.240/)**Xiang Li, Fan Bu, Ambuj Mehrish et al.*7 citations*
646. **[Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.814/)**Yutian Zhao, Huimin Wang, Yuqi Liu et al.*7 citations*
647. **[Chinese Spelling Corrector Is Just a Language Learner ↗](https://aclanthology.org/2024.findings-acl.413/)**Lai Jiang, Hongqiu Wu, Hai Zhao et al.*7 citations*
648. **[Combining Hierachical VAEs with LLMs for clinically meaningful timeline summarisation in social media ↗](https://aclanthology.org/2024.findings-acl.873/)**Jiayu Song, Jenny Chim, Adam Tsakalidis et al.*7 citations*
649. **[Competition-Level Problems are Effective LLM Evaluators ↗](https://aclanthology.org/2024.findings-acl.803/)**Yiming Huang, Zhenghao Lin, Xiao Liu et al.*7 citations*
650. **[Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework ↗](https://aclanthology.org/2024.findings-emnlp.133/)**Lu Chen, Ruqing Zhang, Jiafeng Guo et al.*7 citations*
651. **[Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ↗](https://aclanthology.org/2024.findings-acl.70/)**Zhuoran Jin, Pengfei Cao, Hongbang Yuan et al.*7 citations*
652. **[DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model ↗](https://aclanthology.org/2024.findings-emnlp.802/)**Chao Gao, Sai Qian Zhang*7 citations*
653. **[Deciphering Digital Detectives: Understanding LLM Behaviors and Capabilities in Multi-Agent Mystery Games ↗](https://aclanthology.org/2024.findings-acl.490/)**Dekun Wu, Haochen Shi, Zhiyuan Sun et al.*7 citations*
654. **[Deepfake Defense: Constructing and Evaluating a Specialized Urdu Deepfake Audio Dataset ↗](https://aclanthology.org/2024.findings-acl.861/)**Sheza Munir, Wassay Sajjad, Mukeet Raza et al.*7 citations*
655. **[Do Androids Know They're Only Dreaming of Electric Sheep? ↗](https://aclanthology.org/2024.findings-acl.260/)**Sky CH-Wang, Benjamin Van Durme, Jason Eisner et al.*7 citations*
656. **[Duwak: Dual Watermarks in Large Language Models ↗](https://aclanthology.org/2024.findings-acl.678/)**Chaoyi Zhu, Jeroen Galjaard, Pin-Yu Chen et al.*7 citations*
657. **[Efficient Detection of LLM-generated Texts with a Bayesian Surrogate Model ↗](https://aclanthology.org/2024.findings-acl.366/)**Yibo Miao, Hongcheng Gao, Hao Zhang et al.*7 citations*
658. **[Enhancing Alignment using Curriculum Learning & Ranked Preferences ↗](https://aclanthology.org/2024.findings-emnlp.754/)**Pulkit Pattnaik, Rishabh Maheshwary, Kelechi Ogueji et al.*7 citations*
659. **[Evaluating Large Language Models for Health-related Queries with Presuppositions](https://md.research.elamur.ai/free/en/papers/kaur-2024-evaluating-large-language-models-health/)**Navreet Kaur, Monojit Choudhury, Danish Pruthi*7 citations · our summary*
660. **[Exploring Spatial Schema Intuitions in Large Language and Vision Models ↗](https://aclanthology.org/2024.findings-acl.365/)**Philipp Wicke, Lennart Wachowiak*7 citations*
661. **[Few-shot Prompting for Pairwise Ranking: An Effective Non-Parametric Retrieval Model ↗](https://aclanthology.org/2024.findings-emnlp.720/)**Nilanjan Sinhababu, Andrew Parry, Debasis Ganguly et al.*7 citations*
662. **[Gender Bias in Decision-Making with Large Language Models: A Study of Relationship Conflicts ↗](https://aclanthology.org/2024.findings-emnlp.331/)**Sharon Levy, William Adler, Tahilin Sanchez Karver et al.*7 citations*
663. **[Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing ↗](https://aclanthology.org/2024.findings-emnlp.947/)**Pooya Fayyazsanavi, Antonios Anastasopoulos, Jana Kosecka*7 citations*
664. **[Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding ↗](https://aclanthology.org/2024.findings-emnlp.183/)**Ziqi Wang, Chen Zhu, Zhi Zheng et al.*7 citations*
665. **[HQP: A Human-Annotated Dataset for Detecting Online Propaganda ↗](https://aclanthology.org/2024.findings-acl.363/)**Abdurahman Maarouf, Dominik Bär, Dominique Geissler et al.*7 citations*
666. **[History-Aware Conversational Dense Retrieval ↗](https://aclanthology.org/2024.findings-acl.792/)**Fengran Mo, Chen Qu, Kelong Mao et al.*7 citations*
667. **[How Proficient Are Large Language Models in Formal Languages? An In-Depth Insight for Knowledge Base Question Answering ↗](https://aclanthology.org/2024.findings-acl.45/)**Jinxin Liu, Shulin Cao, Jiaxin Shi et al.*7 citations*
668. **[HyperCL: A Contrastive Learning Framework for Hyper-Relational Knowledge Graph Embedding with Hierarchical Ontology ↗](https://aclanthology.org/2024.findings-acl.171/)**Yuhuan Lu, Weijian Yu, Xin Jing et al.*7 citations*
669. **[ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation ↗](https://aclanthology.org/2024.findings-emnlp.528/)**Wenjun Hou, Yi Cheng, Kaishuai Xu et al.*7 citations*
670. **[Improving Grounded Language Understanding in a Collaborative Environment by Interacting with Agents Through Help Feedback ↗](https://aclanthology.org/2024.findings-eacl.87/)**Nikhil Mehta, Milagro Teruel, Xin Deng et al.*7 citations*
671. **[Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ↗](https://aclanthology.org/2024.findings-acl.620/)**Mengyu Bu, Shuhao Gu, Yang Feng*7 citations*
672. **[In-Contextual Gender Bias Suppression for Large Language Models ↗](https://aclanthology.org/2024.findings-eacl.121/)**Daisuke Oba, Masahiro Kaneko, Danushka Bollegala*7 citations*
673. **[KV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable Approaches ↗](https://aclanthology.org/2024.findings-emnlp.266/)**Jiayi Yuan, Hongyi Liu, Shaochen Zhong et al.*7 citations*
674. **[Knowledge-based Consistency Testing of Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.596/)**Sai Sathiesh Rajan, Ezekiel Soremekun, Sudipta Chattopadhyay*7 citations*
675. **[LLM Explainability via Attributive Masking Learning ↗](https://aclanthology.org/2024.findings-emnlp.556/)**Oren Barkan, Yonatan Toib, Yehonatan Elisha et al.*7 citations*
676. **[LLaMA-Rider: Spurring Large Language Models to Explore the Open World ↗](https://aclanthology.org/2024.findings-naacl.292/)**Yicheng Feng, Yuxuan Wang, Jiazheng Liu et al.*7 citations*
677. **[Language models emulate certain cognitive profiles: An investigation of how predictability measures interact with individual differences ↗](https://aclanthology.org/2024.findings-acl.469/)**Patrick Haller, Lena S. Bolliger, Lena A. Jäger*7 citations*
678. **[Large Language Models for Scientific Information Extraction: An Empirical Study for Virology ↗](https://aclanthology.org/2024.findings-eacl.26/)**Mahsa Shamsabadi, Jennifer D'Souza, Sören Auer*7 citations*
679. **[LongGenBench: Long-context Generation Benchmark ↗](https://aclanthology.org/2024.findings-emnlp.48/)**Xiang Liu, Peijie Dong, Xuming Hu et al.*7 citations*
680. **[MP-RNA: Unleashing Multi-species RNA Foundation Model via Calibrated Secondary Structure Prediction ↗](https://aclanthology.org/2024.findings-emnlp.304/)**Heng Yang, Ke Li*7 citations*
681. **[Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models ↗](https://aclanthology.org/2024.findings-emnlp.564/)**Kenza Benkirane, Laura Gongas, Shahar Pelles et al.*7 citations*
682. **[Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method ↗](https://aclanthology.org/2024.findings-acl.213/)**Tian Xia, Zhiwei He, Tong Ren et al.*7 citations*
683. **[Measuring Social Norms of Large Language Models ↗](https://aclanthology.org/2024.findings-naacl.43/)**Ye Yuan, Kexin Tang, Jianhao Shen et al.*7 citations*
684. **[MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering ↗](https://aclanthology.org/2024.findings-acl.860/)**Juraj Vladika, Phillip Schneider, Florian Matthes*7 citations*
685. **[Minimal Yet Big Impact: How AI Agent Back-channeling Enhances Conversational Engagement through Conversation Persistence and Context Richness ↗](https://aclanthology.org/2024.findings-emnlp.849/)**Jin Yea Jang, Saim Shin, Gahgene Gweon*7 citations*
686. **[Noisy Multi-Label Text Classification via Instance-Label Pair Correction ↗](https://aclanthology.org/2024.findings-naacl.93/)**Pengyu Xu, Mingyang Song, Linkaida Liu et al.*7 citations*
687. **[Personalized Abstractive Summarization by Tri-agent Generation Pipeline ↗](https://aclanthology.org/2024.findings-eacl.39/)**Wen Xiao, Yujia Xie, Giuseppe Carenini et al.*7 citations*
688. **[Phonetic and Lexical Discovery of Canine Vocalization ↗](https://aclanthology.org/2024.findings-emnlp.816/)**Theron S. Wang, Xingyuan Li, Chunhao Zhang et al.*7 citations*
689. **[Predicting the Unpredictable: Uncertainty-Aware Reasoning over Temporal Knowledge Graphs via Diffusion Process ↗](https://aclanthology.org/2024.findings-acl.343/)**Yuxiang Cai, Qiao Liu, Yanglei Gan et al.*7 citations*
690. **[Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models ↗](https://aclanthology.org/2024.findings-emnlp.741/)**Kang He, Yinghan Long, Kaushik Roy*7 citations*
691. **[Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics ↗](https://aclanthology.org/2024.findings-naacl.236/)**Zefeng Lin, Weidong Chen, Yan Song et al.*7 citations*
692. **[QEFT: Quantization for Efficient Fine-Tuning of LLMs ↗](https://aclanthology.org/2024.findings-emnlp.811/)**Changhun Lee, Jun-gyu Jin, YoungHyun Cho et al.*7 citations*
693. **[Question Translation Training for Better Multilingual Reasoning ↗](https://aclanthology.org/2024.findings-acl.498/)**Wenhao Zhu, Shujian Huang, Fei Yuan et al.*7 citations*
694. **[README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP ↗](https://aclanthology.org/2024.findings-emnlp.737/)**Zonghai Yao, Nandyala Siddharth Kantu, Guanghao Wei et al.*7 citations*
695. **[Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval ↗](https://aclanthology.org/2024.findings-emnlp.270/)**Yanfei Chen, Jinsung Yoon, Devendra Singh Sachan et al.*7 citations*
696. **[Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ↗](https://aclanthology.org/2024.findings-acl.406/)**Kaishuai Xu, Yi Cheng, Wenjun Hou et al.*7 citations*
697. **[Recent Trends in Linear Text Segmentation: A Survey ↗](https://aclanthology.org/2024.findings-emnlp.174/)**Iacopo Ghinassi, Lin Wang, Chris Newell et al.*7 citations*
698. **[Reinforcement Tuning for Detecting Stances and Debunking Rumors Jointly with Large Language Models ↗](https://aclanthology.org/2024.findings-acl.796/)**Ruichao Yang, Wei Gao, Jing Ma et al.*7 citations*
699. **[RoLoRA: Fine-tuning Rotated Outlier-free LLMs for Effective Weight-Activation Quantization ↗](https://aclanthology.org/2024.findings-emnlp.444/)**Xijie Huang, Zechun Liu, Shih-Yang Liu et al.*7 citations*
700. **[SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models ↗](https://aclanthology.org/2024.findings-naacl.283/)**Shicheng Liu, Jialiang Xu, Wesley Tjangnaka et al.*7 citations*

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