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

Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ↗Zhipeng Chen, Kun Zhou, Wayne Xin Zhao et al.5 citations
InstructEval: Systematic Evaluation of Instruction Selection Methods ↗Anirudh Ajith, Chris Pan, Mengzhou Xia et al.5 citations
Knowledge Fusion By Evolving Weights of Language Models ↗Guodong Du, Jing Li, Hanting Liu et al.5 citations
Knowledge-Driven Cross-Document Relation Extraction ↗Monika Jain, Raghava Mutharaju, Kuldeep Singh et al.5 citations
Knowledge-Infused Legal Wisdom: Navigating LLM Consultation through the Lens of Diagnostics and Positive-Unlabeled Reinforcement Learning ↗Yang Wu, Chenghao Wang, Ece Gumusel et al.5 citations
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ↗Siyin Wang, Shimin Li, Tianxiang Sun et al.5 citations
LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems ↗Jiong Yu, Sixing Wu, Jiahao Chen et al.5 citations
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification ↗Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko5 citations
LaMDA: Large Model Fine-Tuning via Spectrally Decomposed Low-Dimensional Adaptation ↗Seyedarmin Azizi, Souvik Kundu, Massoud Pedram5 citations
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning ↗Zhengyu Hu, Yichuan Li, Zhengyu Chen et al.5 citations
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models ↗Chuhan Li, Ziyao Shangguan, Yilun Zhao et al.5 citations
MAPLE: Multilingual Evaluation of Parameter Efficient Finetuning of Large Language Models ↗Divyanshu Aggarwal, Ashutosh Sathe, Ishaan Watts et al.5 citations
MELD-ST: An Emotion-aware Speech Translation Dataset ↗Sirou Chen, Sakiko Yahata, Shuichiro Shimizu et al.5 citations
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing ↗Jiaqi Li, Miaozeng Du, Chuanyi Zhang et al.5 citations
MM-ChatAlign: A Novel Multimodal Reasoning Framework based on Large Language Models for Entity Alignment ↗Xuhui Jiang, Yinghan Shen, Zhichao Shi et al.5 citations
MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling ↗Philipp Seeberger, Dominik Wagner, Korbinian Riedhammer5 citations
Make Large Language Model a Better Ranker ↗Wen-Shuo Chao, Zhi Zheng, Hengshu Zhu et al.5 citations
MalayMMLU: A Multitask Benchmark for the Low-Resource Malay Language ↗Soon Chang Poh, Sze Jue Yang, Jeraelyn Ming Li Tan et al.5 citations
Measuring Retrieval Complexity in Question Answering Systems ↗Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg et al.5 citations
Measuring the Robustness of NLP Models to Domain Shifts ↗Nitay Calderon, Naveh Porat, Eyal Ben-David et al.5 citations
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification ↗Anisha Gunjal, Greg Durrett5 citations
MuTox: Universal MUltilingual Audio-based TOXicity Dataset and Zero-shot Detector ↗Marta R. Costa-jussà, Mariano Coria Meglioli, Pierre Andrews et al.5 citations
Multi-label Sequential Sentence Classification via Large Language Model ↗Mengfei Lan, Lecheng Zheng, Shufan Ming et al.5 citations
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition ↗Tu Nguyen, Nedim Šrndić, Alexander Neth5 citations
OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning ↗Fei Yu, Anningzhe Gao, Benyou Wang5 citations
On Evaluating Explanation Utility for Human-AI Decision Making in NLP ↗Fateme Hashemi Chaleshtori, Atreya Ghosal, Alexander Gill et al.5 citations
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ↗Siddhant Arora, Ankita Pasad, Chung-Ming Chien et al.5 citations
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics ↗Derui Zhu, Dingfan Chen, Qing Li et al.5 citations
Private prediction for large-scale synthetic text generation ↗Kareem Amin, Alex Bie, Weiwei Kong et al.5 citations
Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models ↗Guiyang Hou, Yongliang Shen, Weiming Lu5 citations
QPaug: Question and Passage Augmentation for Open-Domain Question Answering of LLMs ↗Minsang Kim, Cheoneum Park, Seung Jun Baek5 citations
QUEST: Efficient Extreme Multi-Label Text Classification with Large Language Models on Commodity Hardware ↗Chuang Zhou, Junnan Dong, Xiao Huang et al.5 citations
Quantifying Generative Media Bias with a Corpus of Real-world and Generated News Articles ↗Filip Trhlík, Pontus Stenetorp5 citations
Revisiting OPRO: The Limitations of Small-Scale LLMs as Optimizers ↗Tuo Zhang, Jinyue Yuan, Salman Avestimehr5 citations
RoQLlama: A Lightweight Romanian Adapted Language Model ↗George-Andrei Dima, Andrei-Marius Avram, Cristian-George Craciun et al.5 citations
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation ↗Shasha Guo, Lizi Liao, Jing Zhang et al.5 citations
SH2: Self-Highlighted Hesitation Helps You Decode More Truthfully ↗Jushi Kai, Tianhang Zhang, Hai Hu et al.5 citations
SRAP-Agent: Simulating and Optimizing Scarce Resource Allocation Policy with LLM-based Agent ↗Jiarui Ji, Yang Li, Hongtao Liu et al.5 citations
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents ↗Yue Chen, Chen Huang, Yang Deng et al.5 citations
SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval ↗Siwei Wu, Yizhi Li, Kang Zhu et al.5 citations
Selective Prefix Tuning for Pre-trained Language Models ↗Hongyi Zhang, Zuchao Li, Ping Wang et al.5 citations
Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models ↗Wenqing Chen, Weicheng Wang, Zhixuan Chu et al.5 citations
Self-training Large Language Models through Knowledge Detection ↗Yeo Wei Jie, Teddy Ferdinan, Przemyslaw Kazienko et al.5 citations
Set the Clock: Temporal Alignment of Pretrained Language Models ↗Bowen Zhao, Zander Brumbaugh, Yizhong Wang et al.5 citations
SimSCOOD: Systematic Analysis of Out-of-Distribution Generalization in Fine-tuned Source Code Models ↗Hossein Hajipour, Ning Yu, Cristian-Alexandru Staicu et al.5 citations
SoMeLVLM: A Large Vision Language Model for Social Media Processing ↗Xinnong Zhang, Haoyu Kuang, Xinyi Mou et al.5 citations
Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs ↗John Mendonça, Isabel Trancoso, Alon Lavie5 citations
Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge ↗Young-Jun Lee, Dokyong Lee, Junyoung Youn et al.5 citations
StraGo: Harnessing Strategic Guidance for Prompt Optimization ↗Yurong Wu, Yan Gao, Bin Benjamin Zhu et al.5 citations
Suri: Multi-constraint Instruction Following in Long-form Text Generation ↗Chau Minh Pham, Simeng Sun, Mohit Iyyer5 citations
Synthetic Multimodal Question Generation ↗Ian Wu, Sravan Jayanthi, Vijay Viswanathan et al.5 citations
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ↗Yizhu Jiao, Sha Li, Sizhe Zhou et al.5 citations
TextLap: Customizing Language Models for Text-to-Layout Planning ↗Jian Chen, Ruiyi Zhang, Yufan Zhou et al.5 citations
The Music Maestro or The Musically Challenged, A Massive Music Evaluation Benchmark for Large Language Models ↗Jiajia Li, Lu Yang, Mingni Tang et al.5 citations
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models ↗Bolei Ma, Xinpeng Wang, Tiancheng Hu et al.5 citations
Time Machine GPT ↗Felix Drinkall, Eghbal Rahimikia, Janet Pierrehumbert et al.5 citations
TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings ↗Zachary Horvitz, Ajay Patel, Kanishk Singh et al.5 citations
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity ↗Anastasiia Sedova, Robert Litschko, Diego Frassinelli et al.5 citations
Toward Reliable Ad-hoc Scientific Information Extraction: A Case Study on Two Materials Dataset ↗Satanu Ghosh, Neal Brodnik, Carolina Frey et al.5 citations
Uncovering Limitations of Large Language Models in Information Seeking from Tables ↗Chaoxu Pang, Yixuan Cao, Chunhao Yang et al.5 citations
Understanding the effects of language-specific class imbalance in multilingual fine-tuning ↗Vincent Jung, Lonneke Plas5 citations
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness ↗Srija Mukhopadhyay, Adnan Qidwai, Aparna Garimella et al.5 citations
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models ↗Haoyi Qiu, Wenbo Hu, Zi-Yi Dou et al.5 citations
WebWISE: Unlocking Web Interface Control for LLMs via Sequential Exploration ↗Heyi Tao, Sethuraman T V, Michal Shlapentokh-Rothman et al.5 citations
Weight-Inherited Distillation for Task-Agnostic BERT Compression ↗Taiqiang Wu, Cheng Hou, Shanshan Lao et al.5 citations
Which Modality should I use - Text, Motif, or Image? : Understanding Graphs with Large Language Models ↗Debarati Das, Ishaan Gupta, Jaideep Srivastava et al.5 citations
Whose Emotions and Moral Sentiments do Language Models Reflect? ↗Zihao He, Siyi Guo, Ashwin Rao et al.5 citations
Why do LLaVA Vision-Language Models Reply to Images in English? ↗Musashi Hinck, Carolin Holtermann, Matthew Lyle Olson et al.5 citations
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ↗Ruibo Chen, Yihan Wu, Lichang Chen et al.5 citations
wav2vec-S: Adapting Pre-trained Speech Models for Streaming ↗Biao Fu, Kai Fan, Minpeng Liao et al.5 citations
A Grounded Preference Model for LLM Alignment ↗Tahira Naseem, Guangxuan Xu, Sarathkrishna Swaminathan et al.4 citations
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets ↗Tanja Samardzic, Ximena Gutierrez, Christian Bentz et al.4 citations
A Methodology for Generative Spelling Correction via Natural Spelling Errors Emulation across Multiple Domains and Languages ↗Nikita Martynov, Mark Baushenko, Anastasia Kozlova et al.4 citations
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ↗Taichi Aida, Danushka Bollegala4 citations
A Unified Generative Framework for Bilingual Euphemism Detection and Identification ↗Yuxue Hu, Junsong Li, Tongguan Wang et al.4 citations
AC-EVAL: Evaluating Ancient Chinese Language Understanding in Large Language Models ↗Yuting Wei, Yuanxing Xu, Xinru Wei et al.4 citations
ALaRM: Align Language Models via Hierarchical Rewards Modeling ↗Yuhang Lai, Siyuan Wang, Shujun Liu et al.4 citations
ARTS: Assessing Readability & Text Simplicity ↗Björn Engelmann, Christin Katharina Kreutz, Fabian Haak et al.4 citations
Abstraction-of-Thought Makes Language Models Better Reasoners ↗Ruixin Hong, Hongming Zhang, Xiaoman Pan et al.4 citations
Ada-Instruct: Adapting Instruction Generators for Complex Reasoning ↗Wanyun Cui, Qianle Wang4 citations
Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization ↗Yixin Ji, Yang Xiang, Juntao Li et al.4 citations
Adversarial Math Word Problem Generation ↗Roy Xie, Chengxuan Huang, Junlin Wang et al.4 citations
An Evaluation Mechanism of LLM-based Agents on Manipulating APIs ↗Bing Liu, Zhou Jianxiang, Dan Meng et al.4 citations
An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics ↗Saba Ahmadi, Aishwarya Agrawal4 citations
An Instruction Tuning-Based Contrastive Learning Framework for Aspect Sentiment Quad Prediction with Implicit Aspects and Opinions ↗Hao Zhang, Yu-N Cheah, Congqing He et al.4 citations
Aspect-based Sentiment Analysis with Context Denoising ↗Yuanhe Tian, Chang Liu, Yan Song et al.4 citations
AttributionBench: How Hard is Automatic Attribution Evaluation? ↗Yifei Li, Xiang Yue, Zeyi Liao et al.4 citations
Auto-Intent: Automated Intent Discovery and Self-Exploration for Large Language Model Web Agents ↗Jaekyeom Kim, Dong-Ki Kim, Lajanugen Logeswaran et al.4 citations
AutoCAP: Towards Automatic Cross-lingual Alignment Planning for Zero-shot Chain-of-Thought ↗Yongheng Zhang, Qiguang Chen, Min Li et al.4 citations
BLASER 2.0: a metric for evaluation and quality estimation of massively multilingual speech and text translation ↗David Dale, Marta R. Costa-jussà4 citations
Better Explain Transformers by Illuminating Important Information ↗Linxin Song, Yan Cui, Ao Luo et al.4 citations
Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions ↗Wenxuan Wang, Yisi Zhang, Xingjian He et al.4 citations
Bias in News Summarization: Measures, Pitfalls and Corpora ↗Julius Steen, Katja Markert4 citations
CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models ↗Linhao Yu, Yongqi Leng, Yufei Huang et al.4 citations
Cache & Distil: Optimising API Calls to Large Language Models ↗Guillem Ramírez, Matthias Lindemann, Alexandra Birch et al.4 citations
Can We Instruct LLMs to Compensate for Position Bias? ↗Meiru Zhang, Zaiqiao Meng, Nigel Collier4 citations
Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment ↗William Merrill, Zhaofeng Wu, Norihito Naka et al.4 citations
CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues ↗Traian Rebedea, Makesh Sreedhar, Shaona Ghosh et al.4 citations
Chain-of-Question: A Progressive Question Decomposition Approach for Complex Knowledge Base Question Answering ↗Peng Yixing, Quan Wang, Licheng Zhang et al.4 citations
CoLLaVO: Crayon Large Language and Vision mOdel ↗Byung-Kwan Lee, Beomchan Park, Chae Won Kim et al.4 citations

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

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