ACL (1)

Publications

2024

Peitian Zhang, Zheng Liu, Shitao Xiao, Zhicheng Dou, Jian-Yun Nie
A Multi-Task Embedder For Retrieval Augmented LLMs. ACL (1) (2024)
Yuanhe Tian, Fei Xia, Yan Song
Dialogue Summarization with Mixture of Experts based on Large Language Models. ACL (1) (2024)
Peter Baile Chen, Yi Zhang, Dan Roth
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval. ACL (1) (2024)
Hanqi Yan, Qinglin Zhu, Xinyu Wang, Lin Gui, Yulan He
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning. ACL (1) (2024)
Yassine El Kheir, Hamdy Mubarak, Ahmed Ali, Shammur Absar Chowdhury
Beyond Orthography: Automatic Recovery of Short Vowels and Dialectal Sounds in Arabic. ACL (1) (2024)
Kanzhi Cheng, Qiushi Sun, Yougang Chu, Fangzhi Xu, Yantao Li, Jianbing Zhang, Zhiyong Wu
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents. ACL (1) (2024)
Ting Wu, Jingyi Liu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild. ACL (1) (2024)
Tiancheng Hu, Nigel Collier
Quantifying the Persona Effect in LLM Simulations. ACL (1) (2024)
Yuanhe Tian, Ruyi Gan, Yan Song, Jiaxing Zhang, Yongdong Zhang
ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences. ACL (1) (2024)
Shihan Dou, Enyu Zhou, Yan Liu, Songyang Gao, Wei Shen, Limao Xiong, Yuhao Zhou, Xiao Wang, Zhiheng Xi, Xiaoran Fan, Shiliang Pu, Jiang Zhu, Rui Zheng, Tao Gui, Qi Zhang, Xuanjing Huang
LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin. ACL (1) (2024)
Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding. ACL (1) (2024)
Chen Zhang, Mingxu Tao, Quzhe Huang, Jiuheng Lin, Zhibin Chen, Yansong Feng
MC²: Towards Transparent and Culturally-Aware NLP for Minority Languages in China. ACL (1) (2024)
Zhengrui Ma, Qingkai Fang, Shaolei Zhang, Shoutao Guo, Yang Feng, Min Zhang
A Non-autoregressive Generation Framework for End-to-End Simultaneous Speech-to-Any Translation. ACL (1) (2024)
Xuhui Jiang, Yinghan Shen, Zhichao Shi, Chengjin Xu, Wei Li, Zixuan Li, Jian Guo, Huawei Shen, Yuanzhuo Wang
Unlocking the Power of Large Language Models for Entity Alignment. ACL (1) (2024)
Qian Ruan, Ilia Kuznetsov, Iryna Gurevych
Re3: A Holistic Framework and Dataset for Modeling Collaborative Document Revision. ACL (1) (2024)
Bruce W. Lee, Jaehyuk Lim
Language Models Don't Learn the Physical Manifestation of Language. ACL (1) (2024)
Lorenzo Paletto, Valerio Basile, Roberto Esposito
Label Augmentation for Zero-Shot Hierarchical Text Classification. ACL (1) (2024)
Kun Zhu, Xiaocheng Feng, Xiyuan Du, Yuxuan Gu, Weijiang Yu, Haotian Wang, Qianglong Chen, Zheng Chu, Jingchang Chen, Bing Qin
An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation. ACL (1) (2024)
Yunlong Liang, Fandong Meng, Jiaan Wang, Jinan Xu, Yufeng Chen, Jie Zhou
Continual Learning with Semi-supervised Contrastive Distillation for Incremental Neural Machine Translation. ACL (1) (2024)
Mohammad Dehghan, Mohammad Ali Alomrani, Sunyam Bagga, David Alfonso-Hermelo, Khalil Bibi, Abbas Ghaddar, Yingxue Zhang, Xiaoguang Li, Jianye Hao, Qun Liu, Jimmy Lin, Boxing Chen, Prasanna Parthasarathi, Mahdi Biparva, Mehdi Rezagholizadeh
EWEK-QA : Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems. ACL (1) (2024)
Inderjeet Nair, Lu Wang
MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning. ACL (1) (2024)
Xuan-Phi Nguyen, Mahani Aljunied, Shafiq Joty, Lidong Bing
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts. ACL (1) (2024)
Shun Zhang, Chaoran Yan, Jian Yang, Jiaheng Liu, Ying Mo, Jiaqi Bai, Tongliang Li, Zhoujun Li
Towards Real-world Scenario: Imbalanced New Intent Discovery. ACL (1) (2024)
T. Y. S. S. Santosh, Tuan-Quang Vuong, Matthias Grabmair
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks. ACL (1) (2024)
Arash Ahmadian, Chris Cremer, Matthias Gallé, Marzieh Fadaee, Julia Kreutzer, Olivier Pietquin, Ahmet Üstün, Sara Hooker
Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs. ACL (1) (2024)
Jiaxi Yang, Binyuan Hui, Min Yang, Jian Yang, Junyang Lin, Chang Zhou
Synthesizing Text-to-SQL Data from Weak and Strong LLMs. ACL (1) (2024)
Meizhi Zhong, Lemao Liu, Kehai Chen, Mingming Yang, Min Zhang
Context Consistency between Training and Inference in Simultaneous Machine Translation. ACL (1) (2024)
Ruiyi Wang, Haofei Yu, Wenxin Sharon Zhang, Zhengyang Qi, Maarten Sap, Yonatan Bisk, Graham Neubig, Hao Zhu
SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents. ACL (1) (2024)
Raphaël Mouravieff, Benjamin Piwowarski, Sylvain Lamprier
Learning Relational Decomposition of Queries for Question Answering from Tables. ACL (1) (2024)
Yisong Miao, Hongfu Liu, Wenqiang Lei, Nancy F. Chen, Min-Yen Kan
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models' Understanding of Discourse Relations. ACL (1) (2024)
Janick Michot, Manuela Hürlimann, Jan Deriu, Luzia Sauer, Katsiaryna Mlynchyk, Mark Cieliebak
Error-preserving Automatic Speech Recognition of Young English Learners' Language. ACL (1) (2024)
Xinhang Li, Jingbo Zhou, Wei Chen, Derong Xu, Tong Xu, Enhong Chen
Visualization Recommendation with Prompt-based Reprogramming of Large Language Models. ACL (1) (2024)
Cheng Liu, Wei Xiang, Bang Wang
Identifying while Learning for Document Event Causality Identification. ACL (1) (2024)
Maria Lerner, Florian E. Dorner, Elliott Ash, Naman Goel
Whose Preferences? Differences in Fairness Preferences and Their Impact on the Fairness of AI Utilizing Human Feedback. ACL (1) (2024)
Guoxin Chen, Kexin Tang, Chao Yang, Fuying Ye, Yu Qiao, Yiming Qian
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning. ACL (1) (2024)
Alena Fenogenova, Artem Chervyakov, Nikita Martynov, Anastasia Kozlova, Maria Tikhonova, Albina Akhmetgareeva, Anton A. Emelyanov, Denis Shevelev, Pavel Lebedev, Leonid Sinev, Ulyana Isaeva, Katerina Kolomeytseva, Daniil Moskovskiy, Elizaveta Goncharova, Nikita Savushkin, Polina Mikhailova, Anastasia Minaeva, Denis Dimitrov, Alexander Panchenko, Sergey Markov
MERA: A Comprehensive LLM Evaluation in Russian. ACL (1) (2024)
Yuxin Wang, Ivory Yang, Saeed Hassanpour, Soroush Vosoughi
MentalManip: A Dataset For Fine-grained Analysis of Mental Manipulation in Conversations. ACL (1) (2024)
Sebastian Joseph, Lily Chen, Jan Trienes, Hannah Louisa Göke, Monika Coers, Wei Xu, Byron C. Wallace, Junyi Jessy Li
FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence. ACL (1) (2024)
Yao Yao, Zuchao Li, Hai Zhao
SirLLM: Streaming Infinite Retentive LLM. ACL (1) (2024)
Kuo Liao, Shuang Li, Meng Zhao, Liqun Liu, Mengge Xue, Zhenyu Hu, Honglin Han, Chengguo Yin
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding. ACL (1) (2024)
Jingwei Ni, Minjing Shi, Dominik Stammbach, Mrinmaya Sachan, Elliott Ash, Markus Leippold
AFaCTA: Assisting the Annotation of Factual Claim Detection with Reliable LLM Annotators. ACL (1) (2024)
Zheng Chu, Jingchang Chen, Qianglong Chen, Haotian Wang, Kun Zhu, Xiyuan Du, Weijiang Yu, Ming Liu, Bing Qin
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering. ACL (1) (2024)
Yiqun Zhang, Fanheng Kong, Peidong Wang, Shuang Sun, Lingshuai Wang, Shi Feng, Daling Wang, Yifei Zhang, Kaisong Song
STICKERCONV: Generating Multimodal Empathetic Responses from Scratch. ACL (1) (2024)
Jundong Xu, Hao Fei, Liangming Pan, Qian Liu, Mong-Li Lee, Wynne Hsu
Faithful Logical Reasoning via Symbolic Chain-of-Thought. ACL (1) (2024)
Chenyu Shi, Xiao Wang, Qiming Ge, Songyang Gao, Xianjun Yang, Tao Gui, Qi Zhang, Xuanjing Huang, Xun Zhao, Dahua Lin
Navigating the OverKill in Large Language Models. ACL (1) (2024)
Dongkeun Yoon, Joel Jang, Sungdong Kim, Seungone Kim, Sheikh Shafayat, Minjoon Seo
LangBridge: Multilingual Reasoning Without Multilingual Supervision. ACL (1) (2024)
Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation. ACL (1) (2024)
Rami Aly, Zhiqiang Tang, Samson Tan, George Karypis
Learning to Generate Answers with Citations via Factual Consistency Models. ACL (1) (2024)
Olivier Salaün, Frédéric Piedboeuf, Guillaume Le Berre, David Alfonso-Hermelo, Philippe Langlais
EUROPA: A Legal Multilingual Keyphrase Generation Dataset. ACL (1) (2024)
Daking Rai, Ziyu Yao
An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs. ACL (1) (2024)