ACL

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints

Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao

Comments 11 pages, ACL 2023

Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction

Yice Zhang, Jie Zeng, Weiming Hu, Ziyi Wang, Shiwei Chen, Ruifeng Xu

Comments Accepted to ACL 2024 Main Conference

Are AI-Generated Text Detectors Robust to Adversarial Perturbations?

Guanhua Huang, Yuchen Zhang, Zhe Li, Yongjian You, Mingze Wang, Zhouwang Yang

Comments Accepted to ACL 2024 main conference

DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution

Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu

Comments Accepted by the main conference of ACL 2024

Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment

Yunxin Li, Xinyu Chen, Baotian Hu, Haoyuan Shi, Min Zhang

Comments 12 pages,4 figures; Accepted by ACL 2024 Main Conference

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation

Pei Ke, Bosi Wen, Zhuoer Feng, Xiao Liu, Xuanyu Lei, Jiale Cheng, Shengyuan Wang, Aohan Zeng, Yuxiao Dong, Hongning Wang, Jie Tang, Minlie Huang

Comments Accepted by ACL 2024 (Main Conference)

Controllable Text Generation with Residual Memory Transformer

Hanqing Zhang, Sun Si, Haiming Wu, Dawei Song

Comments github:https://github.com/littlehacker26/Residual_Memory_Transformer

Journal ref ACL 2024

Confabulation: The Surprising Value of Large Language Model Hallucinations

Peiqi Sui, Eamon Duede, Sophie Wu, Richard Jean So

Comments Forthcoming at ACL2024 main conference. 1 figure

Variationist: Exploring Multifaceted Variation and Bias in Written Language Data

Alan Ramponi, Camilla Casula, Stefano Menini

Comments ACL 2024 (System Demonstrations)

Improving Grammatical Error Correction via Contextual Data Augmentation

Yixuan Wang, Baoxin Wang, Yijun Liu, Qingfu Zhu, Dayong Wu, Wanxiang Che

Comments Accepted as Findings of ACL 2024

An Empirical Study on the Characteristics of Bias upon Context Length Variation for Bangla

Jayanta Sadhu, Ayan Antik Khan, Abhik Bhattacharjee, Rifat Shahriyar

Comments Accepted in Findings of ACL, 2024

Detecting Frames in News Headlines and Lead Images in U.S. Gun Violence Coverage

Isidora Chara Tourni, Lei Guo, Hengchang Hu, Edward Halim, Prakash Ishwar, Taufiq Daryanto, Mona Jalal, Boqi Chen, Margrit Betke, Fabian Zhafransyah, Sha Lai, Derry Tanti Wijaya

Comments published at Findings of the Association for Computational Linguistics: EMNLP 2021

PatentEval: Understanding Errors in Patent Generation

You Zuo, Kim Gerdes, Eric Villemonte de La Clergerie, Benoît Sagot

Journal ref NAACL2024 - 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Jun 2024, Mexico City, Mexico

Annotating FrameNet via Structure-Conditioned Language Generation

Xinyue Cui, Swabha Swayamdipta

Comments This paper has been accepted to ACL 2024

Aligning Large Language Models by On-Policy Self-Judgment

Sangkyu Lee, Sungdong Kim, Ashkan Yousefpour, Minjoon Seo, Kang Min Yoo, Youngjae Yu

Comments Published as a main conference paper at ACL 2024

S$^3$HQA: A Three-Stage Approach for Multi-hop Text-Table Hybrid Question Answering

Fangyu Lei, Xiang Li, Yifan Wei, Shizhu He, Yiming Huang, Jun Zhao, Kang Liu

Comments ACL 2023

Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing

Hao Yue, Shaopeng Lai, Chengyi Yang, Liang Zhang, Junfeng Yao, Jinsong Su

Comments Accepted to ACL 2024 Findings

UniCoder: Scaling Code Large Language Model via Universal Code

Tao Sun, Linzheng Chai, Jian Yang, Yuwei Yin, Hongcheng Guo, Jiaheng Liu, Bing Wang, Liqun Yang, Zhoujun Li

Comments Accepted by ACL 2024 (Main)

Fundus: A Simple-to-Use News Scraper Optimized for High Quality Extractions

Max Dallabetta, Conrad Dobberstein, Adrian Breiding, Alan Akbik

Comments 10 pages, 4 figures, ACL 2024, for a screencast see https://www.youtube.com/watch?v=9GJExMelhdI

Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning

Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He

Comments ACL24, Main Conference, long paper. Code is available at https://github.com/hanqi-qi/Mirror.git

Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models?

Yuu Jinnai

Comments The 2nd Workshop on Cross-Cultural Considerations in NLP (C3NLP) at ACL 2024

Revisiting Interpolation Augmentation for Speech-to-Text Generation

Chen Xu, Jie Wang, Xiaoqian Liu, Qianqian Dong, Chunliang Zhang, Tong Xiao, Jingbo Zhu, Dapeng Man, Wu Yang

Comments ACL 2024 Findings

CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation

I-Hung Hsu, Zifeng Wang, Long T. Le, Lesly Miculicich, Nanyun Peng, Chen-Yu Lee, Tomas Pfister

Comments ACL 2024 Camera Ready Version

Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering

Xiaoyang Chen, Ben He, Hongyu Lin, Xianpei Han, Tianshu Wang, Boxi Cao, Le Sun, Yingfei Sun

Comments Accepted to ACL2024

NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data

Manuel Tonneau, Pedro Vitor Quinta de Castro, Karim Lasri, Ibrahim Farouq, Lakshminarayanan Subramanian, Victor Orozco-Olvera, Samuel P. Fraiberger

Comments ACL 2024 main conference. Data and models available at https://github.com/worldbank/NaijaHate

Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs

Tianqing Fang, Zeming Chen, Yangqiu Song, Antoine Bosselut

Comments ACL 2024

EasyInstruct: An Easy-to-use Instruction Processing Framework for Large Language Models

Yixin Ou, Ningyu Zhang, Honghao Gui, Ziwen Xu, Shuofei Qiao, Yida Xue, Runnan Fang, Kangwei Liu, Lei Li, Zhen Bi, Guozhou Zheng, Huajun Chen

Comments ACL 2024 System Demonstrations; Project website: https://zjunlp.github.io/project/EasyInstruct Code: https://github.com/zjunlp/EasyInstruct Video: https://youtu.be/rfQOWYfziFo Demo: https://huggingface.co/spaces/zjunlp/EasyInstruct

RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization

Jaavid Aktar Husain, Raj Dabre, Aswanth Kumar, Jay Gala, Thanmay Jayakumar, Ratish Puduppully, Anoop Kunchukuttan

Comments Accepted to ACL 2024

Revisiting Demonstration Selection Strategies in In-Context Learning

Keqin Peng, Liang Ding, Yancheng Yuan, Xuebo Liu, Min Zhang, Yuanxin Ouyang, Dacheng Tao

Comments ACL 2024

The Impact of Reasoning Step Length on Large Language Models

Mingyu Jin, Qinkai Yu, Dong Shu, Haiyan Zhao, Wenyue Hua, Yanda Meng, Yongfeng Zhang, Mengnan Du

Comments Findings of ACL 2024