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

2,432 papers · page 15 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

BAPO: Base-Anchored Preference Optimization for Overcoming Forgetting in Large Language Models Personalization ↗Gihun Lee, Minchan Jeong, Yujin Kim et al.2 citations
BEnQA: A Question Answering Benchmark for Bengali and English ↗Sheikh Shafayat, H M Quamran Hasan, Minhajur Rahman Chowdhury Mahim et al.2 citations
Barriers to Effective Evaluation of Simultaneous Interpretation ↗Shira Wein, Te I, Colin Cherry et al.2 citations
Best of Both Worlds: A Pliable and Generalizable Neuro-Symbolic Approach for Relation Classification ↗Robert Vacareanu, Fahmida Alam, Md Asiful Islam et al.2 citations
Beta-LR: Interpretable Logical Reasoning based on Beta Distribution ↗Yizhuo Ma, Ke Qin, Shuang Liang2 citations
Better Alignment with Instruction Back-and-Forth Translation ↗Thao Nguyen, Jeffrey Li, Sewoong Oh et al.2 citations
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models ↗Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski2 citations
Beyond Read-Only: Crafting a Comprehensive Chinese Text-to-SQL Dataset for Database Manipulation and Query ↗Xi Chen, Jinguo You, Kun Li et al.2 citations
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models ↗Yiming Chen, Xianghu Yue, Xiaoxue Gao et al.2 citations
Biasly: An Expert-Annotated Dataset for Subtle Misogyny Detection and Mitigation ↗Brooklyn Sheppard, Anna Richter, Allison Cohen et al.2 citations
Bilingual Rhetorical Structure Parsing with Large Parallel AnnotationsElena Chistova2 citations · our summary
Boosting Textural NER with Synthetic Image and Instructive Alignment ↗Jiahao Wang, Wenjun Ke, Peng Wang et al.2 citations
CERT-ED: Certifiably Robust Text Classification for Edit Distance ↗Zhuoqun Huang, Neil G Marchant, Olga Ohrimenko et al.2 citations
CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models ↗Wenhong Zhu, Hongkun Hao, Zhiwei He et al.2 citations
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models ↗Zexuan Qiu, Jingjing Li, Shijue Huang et al.2 citations
COMEM: In-Context Retrieval-Augmented Mass-Editing Memory in Large Language Models ↗Shanbao Qiao, Xuebing Liu, Seung-Hoon Na2 citations
COMMIT: Code-Mixing English-Centric Large Language Model for Multilingual Instruction Tuning ↗Jaeseong Lee, YeonJoon Jung, Seung-won Hwang2 citations
CR-LLM: A Dataset and Optimization for Concept Reasoning of Large Language Models ↗Nianqi Li, Jingping Liu, Sihang Jiang et al.2 citations
Can Machines Resonate with Humans? Evaluating the Emotional and Empathic Comprehension of LMs ↗Muhammad Arslan Manzoor, Yuxia Wang, Minghan Wang et al.2 citations
Can We Continually Edit Language Models? On the Knowledge Attenuation in Sequential Model Editing ↗Qi Li, Xiaowen Chu2 citations
Can we teach language models to gloss endangered languages? ↗Michael Ginn, Mans Hulden, Alexis Palmer2 citations
Can't Remember Details in Long Documents? You Need Some R&R ↗Devanshu Agrawal, Shang Gao, Martin Gajek2 citations
Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data ↗Yiting Ran, Xintao Wang, Rui Xu et al.2 citations
Causal Discovery Inspired Unsupervised Domain Adaptation for Emotion-Cause Pair Extraction ↗Yuncheng Hua, Yujin Huang, Shuo Huang et al.2 citations
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction ↗Qingyun Wang, Zixuan Zhang, Hongxiang Li et al.2 citations
Chinese Spoken Named Entity Recognition in Real-world Scenarios: Dataset and Approaches ↗Shilin Zhou, Zhenghua Li, Chen Gong et al.2 citations
Class Name Guided Out-of-Scope Intent Classification ↗Chandan Gautam, Sethupathy Parameswaran, Aditya Kane et al.2 citations
Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models ↗Changyi Xiao, Yixin Cao2 citations
Computational Morphology and Lexicography Modeling of Modern Standard Arabic NominalsChristian Khairallah, Reham Marzouk, Salam Khalifa et al.2 citations · our summary
ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ↗Jingcheng Niu, Saifei Liao, Victoria Ng et al.2 citations
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs ↗Kexin Ma, Ruochun Jin, Wang Haotian et al.2 citations
Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ↗Jianpeng Hu, Chengxiang Tan, JiaCheng Xu et al.2 citations
Contrastive Instruction Tuning ↗Tianyi Yan, Fei Wang, James Y. Huang et al.2 citations
Controllable Text Generation with Residual Memory Transformer ↗Hanqing Zhang, Si Sun, Haiming Wu et al.2 citations
Crafting In-context Examples according to LMs' Parametric Knowledge ↗Yoonsang Lee, Pranav Atreya, Xi Ye et al.2 citations
Cross-Lingual Multi-Hop Knowledge Editing ↗Aditi Khandelwal, Harman Singh, Hengrui Gu et al.2 citations
Cross-Lingual Summarization with Pseudo-Label Regularization ↗Thang Le2 citations
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs ↗Divya Jyoti Bajpai, Manjesh Kumar Hanawal2 citations
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ↗Jialong Wu, Linhai Zhang, Deyu Zhou et al.2 citations
Deal, or no deal (or who knows)? Forecasting Uncertainty in Conversations using Large Language Models ↗Anthony Sicilia, Hyunwoo Kim, Khyathi Chandu et al.2 citations
Debiasing Large Language Models with Structured Knowledge ↗Congda Ma, Tianyu Zhao, Manabu Okumura2 citations
Decomposing Argumentative Essay Generation via Dialectical Planning of Complex Reasoning ↗Yuhang He, Jianzhu Bao, Yang Sun et al.2 citations
Decomposing Co-occurrence Matrices into Interpretable Components as Formal Concepts ↗Akihiro Maeda, Takuma Torii, Shohei Hidaka2 citations
Definition generation for lexical semantic change detection ↗Mariia Fedorova, Andrey Kutuzov, Yves Scherrer2 citations
Demonstration Selection Strategies for Numerical Time Series Data-to-Text ↗Masayuki Kawarada, Tatsuya Ishigaki, Goran Topić et al.2 citations
Detecting Machine-Generated Long-Form Content with Latent-Space Variables ↗Yufei Tian, Zeyu Pan, Nanyun Peng2 citations
DetectiveNN: Imitating Human Emotional Reasoning with a Recall-Detect-Predict Framework for Emotion Recognition in Conversations ↗Simin Hong, Jun Sun, Taihao Li2 citations
DiffusPoll: Conditional Text Diffusion Model for Poll Generation ↗Le Cheng, Shuangyin Li2 citations
Disentangling Questions from Query Generation for Task-Adaptive Retrieval ↗Yoonsang Lee, Minsoo Kim, Seung-won Hwang2 citations
Distance-aware Calibration for Pre-trained Language Models ↗Alberto Gasparin, Gianluca Detommaso2 citations
Do Pre-Trained Language Models Detect and Understand Semantic Underspecification? Ask the DUST! ↗Frank Wildenburg, Michael Hanna, Sandro Pezzelle2 citations
Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition ↗Ariel Goldstein, Gabriel Stanovsky2 citations
DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction ↗Minghui Liu, MeiHan Tong, Yangda Peng et al.2 citations
Document Hashing with Multi-Grained Prototype-Induced Hierarchical Generative Model ↗Qian Zhang, Qinliang Su, Jiayang Chen et al.2 citations
Don't Augment, Rewrite? Assessing Abusive Language Detection with Synthetic Data ↗Camilla Casula, Elisa Leonardelli, Sara Tonelli2 citations
Downstream Trade-offs of a Family of Text Watermarks ↗Anirudh Ajith, Sameer Singh, Danish Pruthi2 citations
Dynamic Stochastic Decoding Strategy for Open-Domain Dialogue Generation ↗Yiwei Li, Fei Mi, Yitong Li et al.2 citations
E$^2$CL: Exploration-based Error Correction Learning for Embodied Agents ↗Hanlin Wang, Chak Tou Leong, Jian Wang et al.2 citations
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction ↗Li Yang, Qifan Wang, Jianfeng Chi et al.2 citations
ESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Cases ↗Jaeyoung Lee, Geonyeong Son, Misuk Kim2 citations
ETAS: Zero-Shot Transformer Architecture Search via Network Trainability and Expressivity ↗Jiechao Yang, Yong Liu2 citations
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models ↗Muhammad Rashid, Jannat Meem, Yue Dong et al.2 citations
EconLogicQA: A Question-Answering Benchmark for Evaluating Large Language Models in Economic Sequential Reasoning ↗Yinzhu Quan, Zefang Liu2 citations
Efficient Active Learning with Adapters ↗Daria Galimzianova, Leonid Sanochkin2 citations
Efficient Citer: Tuning Large Language Models for Enhanced Answer Quality and Verification ↗Marzieh Tahaei, Aref Jafari, Ahmad Rashid et al.2 citations
Efficient Pointwise-Pairwise Learning-to-Rank for News Recommendation ↗Nithish Kannen, Yao Ma, Gerrit J.J. Van Den Burg et al.2 citations
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts ↗Muhammad Reza Qorib, Alham Fikri Aji, Hwee Tou Ng2 citations
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning ↗Lifu Tu, Jin Qu, Semih Yavuz et al.2 citations
Emergent Abilities in Reduced-Scale Generative Language Models ↗Sherin Muckatira, Vijeta Deshpande, Vladislav Lialin et al.2 citations
Enable Fast Sampling for Seq2Seq Text Diffusion ↗Pan Liu, Xiaohua Tian, Zhouhan Lin2 citations
Encoding Hierarchical Schema via Concept Flow for Multifaceted Ideology Detection ↗Songtao Liu, Bang Wang, Wei Xiang et al.2 citations
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression ↗Farima Fatahi Bayat, Xin Liu, H. Jagadish et al.2 citations
Enhancing Byzantine-Resistant Aggregations with Client Embedding ↗Zhiyuan Zhang, Hao Zhou, Fandong Meng et al.2 citations
Enhancing Hallucination Detection through Perturbation-Based Synthetic Data Generation in System Responses ↗Dongxu Zhang, Varun Gangal, Barrett Lattimer et al.2 citations
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations ↗Xiran Fan, Minghua Xu, Huiyuan Chen et al.2 citations
Enhancing Learning-Based Binary Code Similarity Detection Model through Adversarial Training with Multiple Function Variants ↗Lichen Jia, Chenggang Wu, Bowen Tang et al.2 citations
Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework ↗Pengyu Xu, Liping Jing, Jian Yu2 citations
Enhancing Sentence Simplification in Portuguese: Leveraging Paraphrases, Context, and Linguistic Features ↗Arthur Scalercio, Maria Finatto, Aline Paes2 citations
Evaluating Moral Beliefs across LLMs through a Pluralistic Framework ↗Xuelin Liu, Yanfei Zhu, Shucheng Zhu et al.2 citations
Evaluating Structural Generalization in Neural Machine Translation ↗Ryoma Kumon, Daiki Matsuoka, Hitomi Yanaka2 citations
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs ↗Shang Zhou, Feng Yao, Chengyu Dong et al.2 citations
Evaluation of Question Answer Generation for Portuguese: Insights and Datasets ↗Felipe S. F. Paula, Cassiana R. L. Michelin, Viviane P. Moreira2 citations
Evidence Retrieval for Fact Verification using Multi-stage Reranking ↗Shrikant Malviya, Stamos Katsigiannis2 citations
Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks ↗Rochelle Choenni, Ekaterina Shutova, Dan Garrette2 citations
Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues ↗Huy Quang Dao, Yang Deng, Khanh-Huyen Bui et al.2 citations
Exploring Defeasibility in Causal Reasoning ↗Shaobo Cui, Lazar Milikic, Yiyang Feng et al.2 citations
Exploring Question Guidance and Answer Calibration for Visually Grounded Video Question Answering ↗Yuanxing Xu, Yuting Wei, Shuai Zhong et al.2 citations
Exploring hybrid approaches to readability: experiments on the complementarity between linguistic features and transformers ↗Rodrigo Wilkens, Patrick Watrin, Rémi Cardon et al.2 citations
Exploring the Relationship between In-Context Learning and Instruction Tuning ↗Hanyu Duan, Yixuan Tang, Yi Yang et al.2 citations
FIRE: A Dataset for Financial Relation Extraction ↗Hassan Hamad, Abhinav Kumar Thakur, Nijil Kolleri et al.2 citations
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion ↗Fred Xu, Song Jiang, Zijie Huang et al.2 citations
GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages ↗Spencer Rarrick, Ranjita Naik, Sundar Poudel et al.2 citations
GE2PE: Persian End-to-End Grapheme-to-Phoneme Conversion ↗Elnaz Rahmati, Hossein Sameti2 citations
GPTs Are Multilingual Annotators for Sequence Generation Tasks ↗Juhwan Choi, Eunju Lee, Kyohoon Jin et al.2 citations
GRADUAL: Granularity-aware Dual Prototype Learning for Better Few-Shot Relation Extraction ↗Zhiming Li, Yuchen Lyu2 citations
Generalized Measures of Anticipation and Responsivity in Online Language Processing ↗Mario Giulianelli, Andreas Opedal, Ryan Cotterell2 citations
Generating Diverse and High-Quality Texts by Minimum Bayes Risk Decoding ↗Yuu Jinnai, Ukyo Honda, Tetsuro Morimura et al.2 citations
Generative Input: Towards Next-Generation Input Methods Paradigm ↗Keyu Ding, Yongcan Wang, Zihang Xu et al.2 citations
Generative Interpretation: Toward Human-Like Evaluation for Educational Question-Answer Pair Generation ↗Hyeonseok Moon, Jaewook Lee, Sugyeong Eo et al.2 citations
Guided Knowledge Generation with Language Models for Commonsense Reasoning ↗Xiao Wei, Haoran Chen, Hang Yu et al.2 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