ACL - arXivDaily 期刊&会议

2311.09562 2024-06-07 cs.CL

TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction

Kuan-Hao Huang, I-Hung Hsu, Tanmay Parekh, Zhiyu Xie, Zixuan Zhang, Premkumar Natarajan, Kai-Wei Chang, Nanyun Peng, Heng Ji

Comments Paper accepted by ACL 2024 Findings

2311.09033 2024-06-07 cs.CL cs.AI

MELA: Multilingual Evaluation of Linguistic Acceptability

Ziyin Zhang, Yikang Liu, Weifang Huang, Junyu Mao, Rui Wang, Hai Hu

Comments ACL 2024 camera-ready

2310.10195 2024-06-07 cs.LG cs.CL

AdaLomo: Low-memory Optimization with Adaptive Learning Rate

Kai Lv, Hang Yan, Qipeng Guo, Haijun Lv, Xipeng Qiu

Comments ACL 2024 camera ready version

2310.00160 2024-06-07 cs.CL cs.AI

Self-Specialization: Uncovering Latent Expertise within Large Language Models

Junmo Kang, Hongyin Luo, Yada Zhu, Jacob Hansen, James Glass, David Cox, Alan Ritter, Rogerio Feris, Leonid Karlinsky

Comments ACL 2024 (Findings; Long Paper)

2309.15402 2024-06-07 cs.CL cs.AI

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future

Zheng Chu, Jingchang Chen, Qianglong Chen, Weijiang Yu, Tao He, Haotian Wang, Weihua Peng, Ming Liu, Bing Qin, Ting Liu

Comments Accepted to ACL 2024

2309.08047 2024-06-07 cs.CL

Bias in News Summarization: Measures, Pitfalls and Corpora

Julius Steen, Katja Markert

Comments Findings of ACL 24 Camera Ready

2308.07876 2024-06-07 cs.CL cs.AI cs.IR cs.LG

Leveraging Codebook Knowledge with NLI and ChatGPT for Zero-Shot Political Relation Classification

Yibo Hu, Erick Skorupa Parolin, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito J. D'Orazio

Comments ACL 2024

2306.09782 2024-06-07 cs.CL

Full Parameter Fine-tuning for Large Language Models with Limited Resources

Kai Lv, Yuqing Yang, Tengxiao Liu, Qinghui Gao, Qipeng Guo, Xipeng Qiu

Comments ACL 2024

2305.14592 2024-06-07 cs.CL cs.LG

Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding

Ruohao Guo, Wei Xu, Alan Ritter

Comments Accepted to ACL 2024 main conference

2305.12798 2024-06-07 cs.CL cs.AI cs.LG

Word Embeddings Are Steers for Language Models

Chi Han, Jialiang Xu, Manling Li, Yi Fung, Chenkai Sun, Nan Jiang, Tarek Abdelzaher, Heng Ji

Comments ACL 2024 Long Paper, 9 pages, 3 figures

2406.03487 2024-06-06 cs.CL cs.AI

Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends

Sanjana Ramprasad, Elisa Ferracane, Zachary C. Lipton

Comments Accepted at ACL 2024

2406.03450 2024-06-06 cs.CL cs.AI

What is the Best Way for ChatGPT to Translate Poetry?

Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao

Comments 19 pages, 1 figure. The paper has been accepted by ACL 2024(Main Conference)

2406.03428 2024-06-06 cs.LG

HelloFresh: LLM Evaluations on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits

Tim Franzmeyer, Aleksandar Shtedritski, Samuel Albanie, Philip Torr, João F. Henriques, Jakob N. Foerster

Comments ACL 2024 Findings

2404.01306 2024-06-06 cs.LG cs.CL

NeuroPrune: A Neuro-inspired Topological Sparse Training Algorithm for Large Language Models

Amit Dhurandhar, Tejaswini Pedapati, Ronny Luss, Soham Dan, Aurelie Lozano, Payel Das, Georgios Kollias

Comments Accepted at ACL 2024

2403.03942 2024-06-06 cs.CL cs.LG

The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models

Adithya Bhaskar, Dan Friedman, Danqi Chen

Comments Accepted to ACL 2024

2402.14836 2024-06-06 cs.CL cs.AI cs.IR

Stealthy Attack on Large Language Model based Recommendation

Jinghao Zhang, Yuting Liu, Qiang Liu, Shu Wu, Guibing Guo, Liang Wang

Comments ACL 2024 Main

2310.14921 2024-06-06 cs.CL cs.AI

PartialFormer: Modeling Part Instead of Whole for Machine Translation

Tong Zheng, Bei Li, Huiwen Bao, Jiale Wang, Weiqiao Shan, Tong Xiao, Jingbo Zhu

Comments Accepted by ACL2024 Findings

2406.03235 2024-06-06 cs.CL cs.AI

Error-preserving Automatic Speech Recognition of Young English Learners' Language

Janick Michot, Manuela Hürlimann, Jan Deriu, Luzia Sauer, Katsiaryna Mlynchyk, Mark Cieliebak

Comments Accepted at ACL 2024 Main Conference

2406.03210 2024-06-06 cs.IR

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation

Yang Zhang, Keqin Bao, Ming Yan, Wenjie Wang, Fuli Feng, Xiangnan He

Comments Accepted by ACL 2024

2406.03181 2024-06-06 cs.CL

Missci: Reconstructing Fallacies in Misrepresented Science

Max Glockner, Yufang Hou, Preslav Nakov, Iryna Gurevych

Comments ACL 2024 (main)

2406.03127 2024-06-06 cs.CL

Towards Real-world Scenario: Imbalanced New Intent Discovery

Shun Zhang, Chaoran Yan, Jian Yang, Jiaheng Liu, Ying Mo, Jiaqi Bai, Tongliang Li, Zhoujun Li

Comments ACL 2024

2406.03049 2024-06-06 cs.CL cs.AI cs.SD eess.AS

StreamSpeech: Simultaneous Speech-to-Speech Translation with Multi-task Learning

Shaolei Zhang, Qingkai Fang, Shoutao Guo, Zhengrui Ma, Min Zhang, Yang Feng

Comments Accepted to ACL 2024 main conference, Project Page: https://ictnlp.github.io/StreamSpeech-site/

2406.03030 2024-06-06 cs.CL cs.LG

From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generation

Ali Malik, Stephen Mayhew, Chris Piech, Klinton Bicknell

Journal ref In Findings of the Association for Computational Linguistics (ACL 2024)

2406.03009 2024-06-06 cs.CL cs.AI

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models

Sheng-Lun Wei, Cheng-Kuang Wu, Hen-Hsen Huang, Hsin-Hsi Chen

Comments Accepted as a long findings paper at ACL 2024

2406.03007 2024-06-06 cs.CL cs.AI cs.CR cs.LG

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents

Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian

Comments Accepted by ACL 2024

2406.02911 2024-06-06 cs.CL

Improving In-Context Learning with Prediction Feedback for Sentiment Analysis

Hongling Xu, Qianlong Wang, Yice Zhang, Min Yang, Xi Zeng, Bing Qin, Ruifeng Xu

Comments Accepted by ACL 2024 (Findings)

2406.02903 2024-06-06 cs.CL

Open Grounded Planning: Challenges and Benchmark Construction

Shiguang Guo, Ziliang Deng, Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun

Comments Accept to ACL 2024 main conference

2406.02864 2024-06-06 cs.CL cs.AI

NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models

Ancheng Xu, Minghuan Tan, Lei Wang, Min Yang, Ruifeng Xu

Comments Findings of ACL 2024

2406.02830 2024-06-06 cs.CL

Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies

Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov

Comments Accepted to ACL 2024 findings

2406.02733 2024-06-06 cs.CL cs.SD eess.AS

Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation

Min-Jae Hwang, Ilia Kulikov, Benjamin Peloquin, Hongyu Gong, Peng-Jen Chen, Ann Lee

Comments Accepted to ACL 2024 (findings)