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

2,432 papers · page 17 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

Reference-based Metrics Disprove Themselves in Question Generation ↗Bang Nguyen, Mengxia Yu, Yun Huang et al.2 citations
Reformatted Alignment ↗Run-Ze Fan, Xuefeng Li, Haoyang Zou et al.2 citations
RefuteBench: Evaluating Refuting Instruction-Following for Large Language Models ↗Jianhao Yan, Yun Luo, Yue Zhang2 citations
Remember This Event That Year? Assessing Temporal Information and Understanding in Large Language Models ↗Himanshu Beniwal, Dishant Patel, Kowsik Nandagopan D et al.2 citations
Retrieval-Augmented Code Generation for Situated Action Generation: A Case Study on Minecraft ↗Chalamalasetti Kranti, Sherzod Hakimov, David Schlangen2 citations
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation ↗Hongyuan Lu, Haoyang Huang, Dongdong Zhang et al.2 citations
Reward Difference Optimization For Sample Reweighting In Offline RLHF ↗Shiqi Wang, Zhengze Zhang, Rui Zhao et al.2 citations
Reward Modeling Requires Automatic Adjustment Based on Data Quality ↗Binghai Wang, Rui Zheng, Lu Chen et al.2 citations
RoDia: A New Dataset for Romanian Dialect Identification from Speech ↗Codruț Rotaru, Nicolae C\U\cyrat\U\cyralin Ristea, Radu Tudor Ionescu2 citations
SAFARI: Cross-lingual Bias and Factuality Detection in News Media and News Articles ↗Dilshod Azizov, Zain Muhammad Mujahid, Hilal AlQuabeh et al.2 citations
SAFETY-J: Evaluating Safety with Critique ↗Yixiu Liu, Yuxiang Zheng, Shijie Xia et al.2 citations
SDA: Semantic Discrepancy Alignment for Text-conditioned Image Retrieval ↗Yuchen Yang, Yu Wang, Yanfeng Wang2 citations
SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language Model ↗Minju Kim, Haein Jung, Myoung-Wan Koo2 citations
SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information Extraction ↗Cédric Boscher, Christine Largeron, Véronique Eglin et al.2 citations
SMART: Submodular Data Mixture Strategy for Instruction Tuning ↗H S V N S Kowndinya Renduchintala, Sumit Bhatia, Ganesh Ramakrishnan2 citations
SMR: State Memory Replay for Long Sequence Modeling ↗Biqing Qi, Junqi Gao, Kaiyan Zhang et al.2 citations
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ↗Difan Jiao, Yilun Liu, Zhenwei Tang et al.2 citations
STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models ↗Linhai Zhang, Jialong Wu, Deyu Zhou et al.2 citations
Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances ↗Zhendong Chu, Ruiyi Zhang, Tong Yu et al.2 citations
Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages ↗Fabian David Schmidt, Philipp Borchert, Ivan Vulić et al.2 citations
Self-Evaluation of Large Language Model based on Glass-box Features ↗Hui Huang, Yingqi Qu, Jing Liu et al.2 citations
Self-Renewal Prompt Optimizing with Implicit Reasoning ↗Zihan Liang, Ben Chen, Zhuoran Ran et al.2 citations
Self-Specialization: Uncovering Latent Expertise within Large Language Models ↗Junmo Kang, Hongyin Luo, Yada Zhu et al.2 citations
Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness ↗Jian Li, Haojing Huang, Yujia Zhang et al.2 citations
Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform ↗Rana Salama, Abdou Youssef, Mona Diab2 citations
Social Intelligence Data Infrastructure: Structuring the Present and Navigating the Future ↗Minzhi Li, Weiyan Shi, Caleb Ziems et al.2 citations
SocialGaze: Improving the Integration of Human Social Norms in Large Language Models ↗Anvesh Rao Vijjini, Rakesh R Menon, Jiayi Fu et al.2 citations
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation ↗Subramanian Chidambaram, Li Erran Li, Min Bai et al.2 citations
Solving Data-centric Tasks using Large Language Models ↗Shraddha Barke, Christian Poelitz, Carina Negreanu et al.2 citations
Solving NLP Problems through Human-System Collaboration: A Discussion-based Approach ↗Masahiro Kaneko, Graham Neubig, Naoaki Okazaki2 citations
Solving for X and Beyond: Can Large Language Models Solve Complex Math Problems with More-Than-Two Unknowns? ↗Kuei-Chun Kao, Ruochen Wang, Cho-Jui Hsieh2 citations
Sowing the Wind, Reaping the Whirlwind: The Impact of Editing Language Models ↗Rima Hazra, Sayan Layek, Somnath Banerjee et al.2 citations
StablePT : Towards Stable Prompting for Few-shot Learning via Input Separation ↗Xiaoming Liu, Chen Liu, Zhaohan Zhang et al.2 citations
Structured Pruning for Large Language Models Using Coupled Components Elimination and Minor Fine-tuning ↗Honghe Zhang, Xiaolong Shi, Jingwei Sun et al.2 citations
SumSurvey: An Abstractive Dataset of Scientific Survey Papers for Long Document Summarization ↗Ran Liu, Ming Liu, Min Yu et al.2 citations
SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation ↗Karan Goyal, Mayank Goel, Vikram Goyal et al.2 citations
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists ↗Raoyuan Zhao, Abdullatif Köksal, Yihong Liu et al.2 citations
Tab2Text - A framework for deep learning with tabular data ↗Tong Lin, Jason Yan, David Jurgens et al.2 citations
Taking a turn for the better: Conversation redirection throughout the course of mental-health therapy ↗Vivian Nguyen, Sang Min Jung, Lillian Lee et al.2 citations
Targeted Augmentation for Low-Resource Event Extraction ↗Sijia Wang, Lifu Huang2 citations
Targeted Multilingual Adaptation for Low-resource Language Families ↗C. M. Downey, Terra Blevins, Dhwani Serai et al.2 citations
Teaching Probabilistic Logical Reasoning to Transformers ↗Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi2 citations
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation ↗Min-Jae Hwang, Ilia Kulikov, Benjamin Peloquin et al.2 citations
The Critique of Critique ↗Shichao Sun, Junlong Li, Weizhe Yuan et al.2 citations
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI ↗Miriam Schirmer, Tobias Leemann, Gjergji Kasneci et al.2 citations
The Power of Summary-Source Alignments ↗Ori Ernst, Ori Shapira, Aviv Slobodkin et al.2 citations
The SIFo Benchmark: Investigating the Sequential Instruction Following Ability of Large Language Models ↗Xinyi Chen, Baohao Liao, Jirui Qi et al.2 citations
To Err Is Human, but Llamas Can Learn It Too ↗Agnes Luhtaru, Taido Purason, Martin Vainikko et al.2 citations
Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction ↗Yumeng Liu, Zhenghua Li, HaoChen Jiang et al.2 citations
Towards Demonstration-Aware Large Language Models for Machine Translation ↗Chen Li, Meishan Zhang, Xuebo Liu et al.2 citations
Towards Explainable Computerized Adaptive Testing with Large Language Model ↗Cheng Cheng, GuanHao Zhao, Zhenya Huang et al.2 citations
Towards Multiple References Era – Addressing Data Leakage and Limited Reference Diversity in Machine Translation Evaluation ↗Xianfeng Zeng, Yijin Liu, Fandong Meng et al.2 citations
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ↗Qingyu Tan, Hwee Tou Ng, Lidong Bing2 citations
Transition-based Opinion Generation for Aspect-based Sentiment Analysis ↗Tianlai Ma, Zhongqing Wang, Guodong Zhou2 citations
Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission ↗Jianfeng He, Linlin Yu, Shuo Lei et al.2 citations
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling ↗Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu et al.2 citations
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses ↗Hung-Ting Su, Ya-Ching Hsu, Xudong Lin et al.2 citations
VGA: Vision GUI Assistant - Minimizing Hallucinations through Image-Centric Fine-Tuning ↗Meng Ziyang, Yu Dai, Zezheng Gong et al.2 citations
VISREAS: Complex Visual Reasoning with Unanswerable Questions ↗Syeda Nahida Akter, Sangwu Lee, Yingshan Chang et al.2 citations
Walia-LLM: Enhancing Amharic-LLaMA by Integrating Task-Specific and Generative Datasets ↗Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay et al.2 citations
What Are You Token About? Differentiable Perturbed Top-$k$ Token Selection for Scientific Document Summarization ↗Luca Ragazzi, Paolo Italiani, Gianluca Moro et al.2 citations
What Matters in Memorizing and Recalling Facts? Multifaceted Benchmarks for Knowledge Probing in Language Models ↗Xin Zhao, Naoki Yoshinaga, Daisuke Oba2 citations
What's under the hood: Investigating Automatic Metrics on Meeting Summarization ↗Frederic Kirstein, Jan Philip Wahle, Terry Ruas et al.2 citations
X-ACE: Explainable and Multi-factor Audio Captioning Evaluation ↗Qian Wang, Jia-Chen Gu, Zhen-Hua Ling2 citations
X-LLaVA: Optimizing Bilingual Large Vision-Language Alignment ↗DongJae Shin, HyeonSeok Lim, Inho Won et al.2 citations
Your Co-Workers Matter: Evaluating Collaborative Capabilities of Language Models in Blocks World ↗Guande Wu, Chen Zhao, Claudio Silva et al.2 citations
Zero-shot Cross-lingual Alignment for Embedding Initialization ↗Xi Ai, Zhiyong Huang2 citations
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? ↗Beiduo Chen, Xinpeng Wang, Siyao Peng et al.2 citations
i-Code V2: An Autoregressive Generation Framework over Vision, Language, and Speech Data ↗Ziyi Yang, Mahmoud Khademi, Yichong Xu et al.2 citations
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors ↗Marcos V Treviso, Nuno M Guerreiro, Sweta Agrawal et al.2 citations
A Comprehensive Evaluation of Inductive Reasoning Capabilities and Problem Solving in Large Language Models ↗Chen Bowen, Rune Sætre, Yusuke Miyao1 citation
A Curious Case of Searching for the Correlation between Training Data and Adversarial Robustness of Transformer Textual Models ↗Cuong Dang, Dung D. Le, Thai Le1 citation
A Data-Driven Guided Decoding Mechanism for Diagnostic Captioning ↗Panagiotis Kaliosis, John Pavlopoulos, Foivos Charalampakos et al.1 citation
A Graph per Persona: Reasoning about Subjective Natural Language Descriptions ↗EunJeong Hwang, Vered Shwartz, Dan Gutfreund et al.1 citation
A Large Collection of Model-generated Contradictory Responses for Consistency-aware Dialogue Systems ↗Shiki Sato, Reina Akama, Jun Suzuki et al.1 citation
A Lightweight Mixture-of-Experts Neural Machine Translation Model with Stage-wise Training Strategy ↗Fan Zhang, Mei Tu, Song Liu et al.1 citation
A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios ↗Samuel Ackerman, Ella Rabinovich, Eitan Farchi et al.1 citation
A Systematic Analysis of Subwords and Cross-Lingual Transfer in Multilingual Translation ↗Francois Meyer, Jan Buys1 citation
A Tale of Two Revisions: Summarizing Changes Across Document Versions ↗Santosh T.Y.S.S, Natwar Modani, Apoorv Saxena1 citation
A Training Data Recipe to Accelerate A* Search with Language Models ↗Devaansh Gupta, Boyang Li1 citation
A Transformer with Stack Attention ↗Jiaoda Li, Jennifer White, Mrinmaya Sachan et al.1 citation
A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ↗Gokcen Gokceoglu, Devrim Çavuşoğlu, Emre Akbas et al.1 citation
Achieving Stronger Generation via Simple Contrastive Tuning ↗Zhimeng Wang, Pinzheng Wang, Juntao Li et al.1 citation
Addressing Both Statistical and Causal Gender Fairness in NLP Models ↗Hannah Chen, Yangfeng Ji, David Evans1 citation
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference ↗Yang Han, Yiming Wang, Rui Wang et al.1 citation
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations ↗Zhicheng Yang, Yinya Huang, Jing Xiong et al.1 citation
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors ↗Armin Sarhangzadeh, Taro Watanabe1 citation
Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition ↗Xinxin Zhang, Jun Sun, Simin Hong et al.1 citation
Analyzing Context Contributions in LLM-based Machine Translation ↗Emmanouil Zaranis, Nuno M Guerreiro, Andre Martins1 citation
Antonym vs Synonym Distinction using InterlaCed Encoder NETworks (ICE-NET) ↗Muhammad Ali, Yan Hu, Jianbin Qin et al.1 citation
Are LLMs Aware that Some Questions are not Open-ended? ↗Dongjie Yang, Hai Zhao1 citation
Argument-Aware Approach To Event Linking ↗I-Hung Hsu, Zihan Xue, Nilay Pochhi et al.1 citation
Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech ↗Youngjae Kim, Yejin Jeon, Gary Lee1 citation
Autism Detection in Speech – A Survey ↗Nadine Probol, Margot Mieskes1 citation
AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models ↗Jiale Cheng, Yida Lu, Xiaotao Gu et al.1 citation
Automating Easy Read Text Segmentation ↗Jesús Calleja, Thierry Etchegoyhen, David Ponce1 citation
BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models ↗Xueliang Zhao, Xinting Huang, Tingchen Fu et al.1 citation
BMX: Boosting Natural Language Generation Metrics with Explainability ↗Christoph Leiter, Hoa Nguyen, Steffen Eger1 citation
BenchIE\textasciicircumFL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark ↗Fabrice Lamarche, Philippe Langlais1 citation
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs. ↗Clement Christophe, Tathagata Raha, Svetlana Maslenkova et al.1 citation

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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