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

2,432 papers · page 11 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models ↗Yaojia Lv, Haojie Pan, Zekun Wang et al.4 citations
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ↗Yijie Chen, Yijin Liu, Fandong Meng et al.4 citations
Communicate to Play: Pragmatic Reasoning for Efficient Cross-Cultural Communication ↗Isadora White, Sashrika Pandey, Michelle Pan4 citations
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems ↗Christos Vlachos, Themos Stafylakis, Ion Androutsopoulos4 citations
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition ↗Floris den Hengst, Ralf Wolter, Patrick Altmeyer et al.4 citations
DEBATE: Devil's Advocate-Based Assessment and Text Evaluation ↗Alex Kim, Keonwoo Kim, Sangwon Yoon4 citations
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ↗Shanghaoran Quan4 citations
DORY: Deliberative Prompt Recovery for LLM ↗Lirong Gao, Ru Peng, Yiming Zhang et al.4 citations
Debiasing In-Context Learning by Instructing LLMs How to Follow Demonstrations ↗Lvxue Li, Jiaqi Chen, Xinyu Lu et al.4 citations
Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning ↗Yang Zhao, Li Du, Xiao Ding et al.4 citations
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ↗Afra Feyza Akyürek, Ekin Akyürek, Leshem Choshen et al.4 citations
Demonstration Augmentation for Zero-shot In-context Learning ↗Yi Su, Yunpeng Tai, Yixin Ji et al.4 citations
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ↗Anirudh Som, Karan Sikka, Helen Gent et al.4 citations
Denoising Attention for Query-aware User Modeling ↗Elias Bassani, Pranav Kasela, Gabriella Pasi4 citations
Description Boosting for Zero-Shot Entity and Relation Classification ↗Gabriele Picco, Leopold Fuchs, Marcos Martínez Galindo et al.4 citations
Detecting Temporal Ambiguity in Questions ↗Bhawna Piryani, Abdelrahman Abdallah, Jamshid Mozafari et al.4 citations
Discerning and Resolving Knowledge Conflicts through Adaptive Decoding with Contextual Information-Entropy Constraint ↗Xiaowei Yuan, Zhao Yang, Yequan Wang et al.4 citations
Discourse Structure-Aware Prefix for Generation-Based End-to-End Argumentation Mining ↗Yang Sun, Guanrong Chen, Caihua Yang et al.4 citations
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction ↗Tingchen Fu, Deng Cai, Lemao Liu et al.4 citations
Distantly-Supervised Joint Extraction with Noise-Robust Learning ↗Yufei Li, Xiao Yu, Yanghong Guo et al.4 citations
Diversify, Rationalize, and Combine: Ensembling Multiple QA Strategies for Zero-shot Knowledge-based VQA ↗Miaoyu Li, Haoxin Li, Zilin Du et al.4 citations
Do Language Models Exhibit Human-like Structural Priming Effects? ↗Jaap Jumelet, Willem Zuidema, Arabella Sinclair4 citations
ELAD: Explanation-Guided Large Language Models Active Distillation ↗Yifei Zhang, Bo Pan, Chen Ling et al.4 citations
EmoTransKG: An Innovative Emotion Knowledge Graph to Reveal Emotion Transformation ↗Huan Zhao, Xupeng Zha, Zixing Zhang4 citations
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs ↗Pritom Saha Akash, Kevin Chen-Chuan Chang4 citations
Enhancing Temporal Sensitivity and Reasoning for Time-Sensitive Question Answering ↗Wanqi Yang, Yanda Li, Meng Fang et al.4 citations
Enhancing Tool Retrieval with Iterative Feedback from Large Language Models ↗Qiancheng Xu, Yongqi Li, Heming Xia et al.4 citations
Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction ↗Xin Miao, Yongqi Li, Shen Zhou et al.4 citations
Evaluating Biases in Context-Dependent Sexual and Reproductive Health Questions ↗Sharon Levy, Tahilin Sanchez Karver, William Adler et al.4 citations
ExpertEase: A Multi-Agent Framework for Grade-Specific Document Simplification with Large Language Models ↗Kaijie Mo, Renfen Hu4 citations
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques ↗Siva Rajesh Kasa, Aniket Goel, Karan Gupta et al.4 citations
Exploring Reasoning Biases in Large Language Models Through Syllogism: Insights from the NeuBAROCO Dataset ↗Kentaro Ozeki, Risako Ando, Takanobu Morishita et al.4 citations
Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach ↗Adam Wojciechowski, Mateusz Lango, Ondrej Dusek4 citations
Fast Matrix Multiplications for Lookup Table-Quantized LLMs ↗Han Guo, William Brandon, Radostin Cholakov et al.4 citations
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ↗Feng Zhang, Wei Chen, Fei Ding et al.4 citations
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications ↗Yongqiang Ma, Lizhi Qing, Jiawei Liu et al.4 citations
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability ↗Wei-Rui Chen, Ife Adebara, Khai Doan et al.4 citations
Gazelle: An Instruction Dataset for Arabic Writing Assistance ↗Samar Mohamed Magdy, Fakhraddin Alwajih, Sang Yun Kwon et al.4 citations
Generate then Refine: Data Augmentation for Zero-shot Intent Detection ↗I-Fan Lin, Faegheh Hasibi, Suzan Verberne4 citations
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ↗Hanling Yi, Feng Lin, Hongbin Li et al.4 citations
Generative Deduplication For Socia Media Data Selection ↗Xianming Li, Jing Li4 citations
Graph-Induced Syntactic-Semantic Spaces in Transformer-Based Variational AutoEncoders ↗Yingji Zhang, Marco Valentino, Danilo Carvalho et al.4 citations
Graph-Structured Speculative Decoding ↗Zhuocheng Gong, Jiahao Liu, Ziyue Wang et al.4 citations
Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification ↗Gibaeg Kim, SangHun Im, Heung-Seon Oh4 citations
II-MMR: Identifying and Improving Multi-modal Multi-hop Reasoning in Visual Question Answering ↗Jihyung Kil, Farideh Tavazoee, Dongyeop Kang et al.4 citations
Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks ↗Xinyue Liu, Yunlong Gao, Linlin Zong et al.4 citations
Improving Attributed Text Generation of Large Language Models via Preference Learning ↗Dongfang Li, Zetian Sun, Baotian Hu et al.4 citations
Improving Diversity of Commonsense Generation by Large Language Models via In-Context Learning ↗Tianhui Zhang, Bei Peng, Danushka Bollegala4 citations
Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding ↗Jiali Zeng, Fandong Meng, Yongjing Yin et al.4 citations
Improving Multi-hop Logical Reasoning in Knowledge Graphs with Context-Aware Query Representation Learning ↗Jeonghoon Kim, Heesoo Jung, Hyeju Jang et al.4 citations
In-Context Example Ordering Guided by Label Distributions ↗Zhichao Xu, Daniel Cohen, Bei Wang et al.4 citations
IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators ↗Luyang Lin, Lingzhi Wang, Xiaoyan Zhao et al.4 citations
Instruction Tuning with Human Curriculum ↗Bruce W Lee, Hyunsoo Cho, Kang Min Yoo4 citations
InternalInspector $I^2$: Robust Confidence Estimation in LLMs through Internal States ↗Mohammad Beigi, Ying Shen, Runing Yang et al.4 citations
Investigating Acceleration of LLaMA Inference by Enabling Intermediate Layer Decoding via Instruction Tuning with `LITE' ↗Neeraj Varshney, Agneet Chatterjee, Mihir Parmar et al.4 citations
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL translation ↗Federico Ranaldi, Elena Sofia Ruzzetti, Dario Onorati et al.4 citations
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ↗Laura Cabello, Uchenna Akujuobi4 citations
Knowledge Generation for Zero-shot Knowledge-based VQA ↗Rui Cao, Jing Jiang4 citations
KoCommonGEN v2: A Benchmark for Navigating Korean Commonsense Reasoning Challenges in Large Language Models ↗Jaehyung Seo, Jaewook Lee, Chanjun Park et al.4 citations
LETI: Learning to Generate from Textual Interactions ↗Xingyao Wang, Hao Peng, Reyhaneh Jabbarvand et al.4 citations
LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs ↗Sihui Yang, Keping Bi, Wanqing Cui et al.4 citations
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning ↗Zifan Xu, Haozhu Wang, Dmitriy Bespalov et al.4 citations
LangSuit\textperiodcenteredE: Planning, Controlling and Interacting with Large Language Models in Embodied Text Environments ↗Zixia Jia, Mengmeng Wang, Baichen Tong et al.4 citations
Language Models can be Deductive Solvers ↗Jiazhan Feng, Ruochen Xu, Junheng Hao et al.4 citations
Large Language Models Relearn Removed Concepts ↗Michelle Lo, Fazl Barez, Shay B. Cohen4 citations
Large Language Models are Few-Shot Training Example Generators: A Case Study in Fallacy Recognition ↗Tariq Alhindi, Smaranda Muresan, Preslav Nakov4 citations
Large Language Models are In-context Teachers for Knowledge Reasoning ↗Jiachen Zhao, Zonghai Yao, Zhichao Yang et al.4 citations
Learning to Maximize Mutual Information for Chain-of-Thought Distillation ↗Xin Chen, Hanxian Huang, Yanjun Gao et al.4 citations
MC-indexing: Effective Long Document Retrieval via Multi-view Content-aware Indexing ↗Kuicai Dong, Derrick Goh Xin Deik, Yi Quan Lee et al.4 citations
MM-MATH: Advancing Multimodal Math Evaluation with Process Evaluation and Fine-grained Classification ↗Kai Sun, Yushi Bai, Ji Qi et al.4 citations
MUSCLE: A Model Update Strategy for Compatible LLM Evolution ↗Jessica Maria Echterhoff, Fartash Faghri, Raviteja Vemulapalli et al.4 citations
Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis ↗Yongsik Seo, Sungwon Song, Ryang Heo et al.4 citations
Making Harmful Behaviors Unlearnable for Large Language Models ↗Xin Zhou, Yi Lu, Ruotian Ma et al.4 citations
MedCycle: Unpaired Medical Report Generation via Cycle-Consistency ↗Elad Hirsch, Gefen Dawidowicz, Ayellet Tal4 citations
MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries ↗Mohamed Elgaar, Jiali Cheng, Nidhi Vakil et al.4 citations
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations ↗Cheng-Han Chiang, Hung-yi Lee4 citations
Methods, Applications, and Directions of Learning-to-Rank in NLP Research ↗Justin Lee, Gabriel Bernier-Colborne, Tegan Maharaj et al.4 citations
MiLe Loss: a New Loss for Mitigating the Bias of Learning Difficulties in Generative Language Models ↗Zhenpeng Su, Xing Wu, Xue Bai et al.4 citations
Model Editing by Standard Fine-Tuning ↗Govind Krishnan Gangadhar, Karl Stratos4 citations
MuMath: Multi-perspective Data Augmentation for Mathematical Reasoning in Large Language Models ↗Weihao You, Shuo Yin, Xudong Zhao et al.4 citations
Multi-modal Concept Alignment Pre-training for Generative Medical Visual Question Answering ↗Quan Yan, Junwen Duan, Jianxin Wang4 citations
MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning ↗Tingyi Zhang, Jiaan Wang, Zhixu Li et al.4 citations
Narrative-of-Thought: Improving Temporal Reasoning of Large Language Models via Recounted Narratives ↗Xinliang Frederick Zhang, Nick Beauchamp, Lu Wang4 citations
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning ↗Tianhua Zhang, Jiaxin Ge, Hongyin Luo et al.4 citations
NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding ↗Chunkit Chan, Cheng Jiayang, Yauwai Yim et al.4 citations
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge ↗Phillip Howard, Junlin Wang, Vasudev Lal et al.4 citations
NeuroMax: Enhancing Neural Topic Modeling via Maximizing Mutual Information and Group Topic Regularization ↗Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen et al.4 citations
Neurons in Large Language Models: Dead, N-gram, Positional ↗Elena Voita, Javier Ferrando, Christoforos Nalmpantis4 citations
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression ↗Aryan Gulati, Xingjian Dong, Carlos Hurtado et al.4 citations
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System ↗Chen Chen, Ruizhe Li, Yuchen Hu et al.4 citations
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation ↗Nadav Benedek, Lior Wolf4 citations
Peering into the Mind of Language Models: An Approach for Attribution in Contextual Question Answering ↗Anirudh Phukan, Shwetha Somasundaram, Apoorv Saxena et al.4 citations
Perceptions of Language Technology Failures from South Asian English Speakers ↗Faye Holt, William Held, Diyi Yang4 citations
Personalized Federated Learning for Text Classification with Gradient-Free Prompt Tuning ↗Rui Wang, Tong Yu, Ruiyi Zhang et al.4 citations
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution ↗Xuanming Zhang, Zixun Chen, Zhou Yu4 citations
Promoting Data and Model Privacy in Federated Learning through Quantized LoRA ↗Zhu JianHao, Changze Lv, Xiaohua Wang et al.4 citations
Prompt Perturbation Consistency Learning for Robust Language Models ↗Yao Qiang, Subhrangshu Nandi, Ninareh Mehrabi et al.4 citations
Prompt-Based Length Controlled Generation with Multiple Control Types ↗Renlong Jie, Xiaojun Meng, Lifeng Shang et al.4 citations
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning ↗Yanhui Guo, Shaoyuan Xu, Jinmiao Fu et al.4 citations
Question-Instructed Visual Descriptions for Zero-Shot Video Answering ↗David Mogrovejo, Thamar Solorio4 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