ACL (Findings)

Publications

2024

Wanqing Cui, Keping Bi, Jiafeng Guo, Xueqi Cheng
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning. ACL (Findings) (2024)
An Liu, Zonghan Yang, Zhenhe Zhang, Qingyuan Hu, Peng Li, Ming Yan, Ji Zhang, Fei Huang, Yang Liu
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs. ACL (Findings) (2024)
Runchu Tian, Yining Ye, Yujia Qin, Xin Cong, Yankai Lin, Yinxu Pan, Yesai Wu, Haotian Hui, Weichuan Liu, Zhiyuan Liu, Maosong Sun
DebugBench: Evaluating Debugging Capability of Large Language Models. ACL (Findings) (2024)
Spencer Rarrick, Ranjita Naik, Sundar Poudel, Vishal Chowdhary
GATE X-E : A Challenge Set for Gender-Fair Translations from Weakly-Gendered Languages. ACL (Findings) (2024)
Bowen Jin, Chulin Xie, Jiawei Zhang, Kashob Kumar Roy, Yu Zhang, Zheng Li, Ruirui Li, Xianfeng Tang, Suhang Wang, Yu Meng, Jiawei Han
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs. ACL (Findings) (2024)
Jingtao Guo, Chunxia Zhang, Lingxi Li, Xiaojun Xue, Zhendong Niu
A Unified Joint Approach with Topological Context Learning and Rule Augmentation for Knowledge Graph Completion. ACL (Findings) (2024)
Zhuoran Jin, Pengfei Cao, Hongbang Yuan, Yubo Chen, Jiexin Xu, Huaijun Li, Xiaojian Jiang, Kang Liu, Jun Zhao
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models. ACL (Findings) (2024)
Chong Li, Wen Yang, Jiajun Zhang, Jinliang Lu, Shaonan Wang, Chengqing Zong
X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions. ACL (Findings) (2024)
Renzhi Wang, Piji Li
Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning. ACL (Findings) (2024)
Haonan Li, Yixuan Zhang, Fajri Koto, Yifei Yang, Hai Zhao, Yeyun Gong, Nan Duan, Timothy Baldwin
CMMLU: Measuring massive multitask language understanding in Chinese. ACL (Findings) (2024)
Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs. ACL (Findings) (2024)
Davide Caffagni, Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara
The Revolution of Multimodal Large Language Models: A Survey. ACL (Findings) (2024)
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Space Decomposition for Sentence Embedding. ACL (Findings) (2024)
Arthur Scalercio, Maria José Finatto, Aline Paes
Enhancing Sentence Simplification in Portuguese: Leveraging Paraphrases, Context, and Linguistic Features. ACL (Findings) (2024)
Katharina Hämmerl, Jindrich Libovický, Alexander Fraser
Understanding Cross-Lingual Alignment - A Survey. ACL (Findings) (2024)
Boaz Carmeli, Yonatan Belinkov, Ron Meir
Concept-Best-Matching: Evaluating Compositionality In Emergent Communication. ACL (Findings) (2024)
Shengjie Qiu, Junhao Zheng, Zhen Liu, Yicheng Luo, Qianli Ma
Incremental Sequence Labeling: A Tale of Two Shifts. ACL (Findings) (2024)
Shuzheng Si, Helan Hu, Haozhe Zhao, Shuang Zeng, Kaikai An, Zefan Cai, Baobao Chang
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning. ACL (Findings) (2024)
Yuanhe Tian, Fei Xia, Yan Song
Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition. ACL (Findings) (2024)
Junling Wang, Jakub Macina, Nico Daheim, Sankalan Pal Chowdhury, Mrinmaya Sachan
Book2Dial: Generating Teacher Student Interactions from Textbooks for Cost-Effective Development of Educational Chatbots. ACL (Findings) (2024)
Ashok Urlana, Pruthwik Mishra, Tathagato Roy, Rahul Mishra
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey. ACL (Findings) (2024)
Shichao Sun, Ruifeng Yuan, Ziqiang Cao, Wenjie Li, Pengfei Liu
Prompt Chaining or Stepwise Prompt? Refinement in Text Summarization. ACL (Findings) (2024)
Pooja Guhan, Uttaran Bhattacharya, Somdeb Sarkhel, Vahid Azizi, Xiang Chen, Saayan Mitra, Aniket Bera, Dinesh Manocha
TAME-RD: Text Assisted Replication of Image Multi-Adjustments for Reverse Designing. ACL (Findings) (2024)
Yu Wang, Yang Xu, Gabriel Skantze, Hendrik Buschmeier
How Much Does Nonverbal Communication Conform to Entropy Rate Constancy?: A Case Study on Listener Gaze in Interaction. ACL (Findings) (2024)
Hannah McLean Babe, Sydney Nguyen, Yangtian Zi, Arjun Guha, Molly Q. Feldman, Carolyn Jane Anderson
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code. ACL (Findings) (2024)
Tao Zhang, Chenwei Zhang, Xian Li, Jingbo Shang, Hoang Nguyen, Philip S. Yu
Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products. ACL (Findings) (2024)
Jiali Zeng, Fandong Meng, Yongjing Yin, Jie Zhou
Improving Machine Translation with Large Language Models: A Preliminary Study with Cooperative Decoding. ACL (Findings) (2024)
Xinran Zhao, Hongming Zhang, Xiaoman Pan, Wenlin Yao, Dong Yu, Tongshuang Wu, Jianshu Chen
Fact-and-Reflection (FaR) Improves Confidence Calibration of Large Language Models. ACL (Findings) (2024)
Wentao Ye, Jiaqi Hu, Liyao Li, Haobo Wang, Gang Chen, Junbo Zhao
Data Contamination Calibration for Black-box LLMs. ACL (Findings) (2024)
Yiming Wang, Zhuosheng Zhang, Pei Zhang, Baosong Yang, Rui Wang
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models. ACL (Findings) (2024)
Cheng-Han Chiang, Hung-yi Lee
Merging Facts, Crafting Fallacies: Evaluating the Contradictory Nature of Aggregated Factual Claims in Long-Form Generations. ACL (Findings) (2024)
Vithursan Thangarasa, Mahmoud Salem, Shreyas Saxena, Chen-Yu Leong, Joel Hestness, Sean Lie
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models. ACL (Findings) (2024)
Han-Cheng Yu, Yu-An Shih, Kin-Man Law, Kai-Yu Hsieh, Yu-Chen Cheng, Hsin-Chih Ho, Zih-An Lin, Wen-Chuan Hsu, Yao-Chung Fan
Enhancing Distractor Generation for Multiple-Choice Questions with Retrieval Augmented Pretraining and Knowledge Graph Integration. ACL (Findings) (2024)
Yumeng Liu, Zhenghua Li, Haochen Jiang, Bo Zhang, Chen Li, Ji Zhang
Towards Better Utilization of Multi-Reference Training Data for Chinese Grammatical Error Correction. ACL (Findings) (2024)
Yiduo Guo, Zekai Zhang, Yaobo Liang, Dongyan Zhao, Nan Duan
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion. ACL (Findings) (2024)
Ming Gu, Yan Yang
Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation. ACL (Findings) (2024)
Farima Fatahi Bayat, Xin Liu, H. V. Jagadish, Lu Wang
Enhanced Language Model Truthfulness with Learnable Intervention and Uncertainty Expression. ACL (Findings) (2024)
Pranjal A. Chitale, Jay P. Gala, Raj Dabre
An Empirical Study of In-context Learning in LLMs for Machine Translation. ACL (Findings) (2024)
Julius Steen, Katja Markert
Bias in News Summarization: Measures, Pitfalls and Corpora. ACL (Findings) (2024)
Shudan Zhang, Hanlin Zhao, Xiao Liu, Qinkai Zheng, Zehan Qi, Xiaotao Gu, Yuxiao Dong, Jie Tang
NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries. ACL (Findings) (2024)
Yixuan Wang, Baoxin Wang, Yijun Liu, Qingfu Zhu, Dayong Wu, Wanxiang Che
Improving Grammatical Error Correction via Contextual Data Augmentation. ACL (Findings) (2024)
Ines Reinig, Maria Becker, Ines Rehbein, Simone Paolo Ponzetto
A Survey on Modelling Morality for Text Analysis. ACL (Findings) (2024)
Sunhao Dai, Weihao Liu, Yuqi Zhou, Liang Pang, Rongju Ruan, Gang Wang, Zhenhua Dong, Jun Xu, Ji-Rong Wen
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration. ACL (Findings) (2024)
Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang
Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation. ACL (Findings) (2024)
Dang Nguyen, Jiuhai Chen, Tianyi Zhou
Multi-Objective Linguistic Control of Large Language Models. ACL (Findings) (2024)
Changyi Xiao, Yixin Cao
Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models. ACL (Findings) (2024)
Haochen Liu, Song Wang, Yaochen Zhu, Yushun Dong, Jundong Li
Knowledge Graph-Enhanced Large Language Models via Path Selection. ACL (Findings) (2024)
Xinran Chen, Xuanang Chen, Ben He, Tengfei Wen, Le Sun
Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA. ACL (Findings) (2024)
Xize Cheng, Rongjie Huang, Linjun Li, Zehan Wang, Tao Jin, Aoxiong Yin, Feiyang Chen, Xinyu Duan, Baoxing Huai, Zhou Zhao
TransFace: Unit-Based Audio-Visual Speech Synthesizer for Talking Head Translation. ACL (Findings) (2024)
Young-Jun Lee, Dokyong Lee, Joo-Won Sung, Jonghwan Hyeon, Ho-Jin Choi
Large Language Models can Share Images, Too! ACL (Findings) (2024)