ACL - arXivDaily 期刊&会议

2305.05252 2023-05-29 cs.CL cs.AI

Distilling Script Knowledge from Large Language Models for Constrained Language Planning

Siyu Yuan, Jiangjie Chen, Ziquan Fu, Xuyang Ge, Soham Shah, Charles Robert Jankowski, Yanghua Xiao, Deqing Yang

Comments Accepted to ACL 2023

2305.05050 2023-05-29 cs.CL cs.AI

ANALOGICAL -- A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models

Thilini Wijesiriwardene, Ruwan Wickramarachchi, Bimal G. Gajera, Shreeyash Mukul Gowaikar, Chandan Gupta, Aman Chadha, Aishwarya Naresh Reganti, Amit Sheth, Amitava Das

Comments Accepted as a long paper at Findings of ACL 2023

2305.04091 2023-05-29 cs.CL

Plan-and-Solve Prompting: Improving Zero-Shot Chain-of-Thought Reasoning by Large Language Models

Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim

Comments ACL 2023

2305.03130 2023-05-29 cs.CL

Chain-of-Skills: A Configurable Model for Open-domain Question Answering

Kaixin Ma, Hao Cheng, Yu Zhang, Xiaodong Liu, Eric Nyberg, Jianfeng Gao

Comments ACL 2023

2305.02364 2023-05-29 cs.CL

PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives

Silin Gao, Beatriz Borges, Soyoung Oh, Deniz Bayazit, Saya Kanno, Hiromi Wakaki, Yuki Mitsufuji, Antoine Bosselut

Comments ACL 2023, long paper

2212.10720 2023-05-29 cs.CL

MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions

Hao Sun, Zhexin Zhang, Fei Mi, Yasheng Wang, Wei Liu, Jianwei Cui, Bin Wang, Qun Liu, Minlie Huang

Comments Accepted to ACL 2023

2212.10560 2023-05-29 cs.CL cs.AI

Self-Instruct: Aligning Language Models with Self-Generated Instructions

Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith, Daniel Khashabi, Hannaneh Hajishirzi

Comments ACL 2023 camera ready, 23 pages, 9 figures, 11 tables

2212.10403 2023-05-29 cs.CL cs.AI

Towards Reasoning in Large Language Models: A Survey

Jie Huang, Kevin Chen-Chuan Chang

Comments ACL 2023 Findings, 15 pages

2212.10140 2023-05-29 cs.CL cs.CV

Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation

Matthieu Futeral, Cordelia Schmid, Ivan Laptev, Benoît Sagot, Rachel Bawden

Comments Accepted to ACL 2023

2212.10018 2023-05-29 cs.CL

DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization

Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao

Comments Accepted for ACL 2023

2212.09588 2023-05-29 cs.CL

Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling

Mingzhu Cai, Siqi Bao, Xin Tian, Huang He, Fan Wang, Hua Wu

Comments Accepted for publication at ACL2023

2212.09246 2023-05-29 cs.CL

I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation

Chandra Bhagavatula, Jena D. Hwang, Doug Downey, Ronan Le Bras, Ximing Lu, Lianhui Qin, Keisuke Sakaguchi, Swabha Swayamdipta, Peter West, Yejin Choi

Comments ACL 2023

2212.09233 2023-05-29 cs.CL

OASum: Large-Scale Open Domain Aspect-based Summarization

Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda Petzold, Dong Yu

Comments ACL 2023 Findings

2212.08700 2023-05-29 cs.CL cs.AI cs.LG

Rarely a problem? Language models exhibit inverse scaling in their predictions following few-type quantifiers

James A. Michaelov, Benjamin K. Bergen

Comments Accepted to Findings of ACL 2023

2212.08055 2023-05-29 cs.CL cs.SD eess.AS

UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units

Hirofumi Inaguma, Sravya Popuri, Ilia Kulikov, Peng-Jen Chen, Changhan Wang, Yu-An Chung, Yun Tang, Ann Lee, Shinji Watanabe, Juan Pino

Comments ACL 2023 (main conference)

2212.06950 2023-05-29 cs.CL

Pre-trained Language Models Can be Fully Zero-Shot Learners

Xuandong Zhao, Siqi Ouyang, Zhiguo Yu, Ming Wu, Lei Li

Comments ACL 2023

2212.01349 2023-05-29 cs.CL cs.AI cs.LG

Nonparametric Masked Language Modeling

Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen, Wen-tau Yih, Hannaneh Hajishirzi, Luke Zettlemoyer

Comments 20 pages; 9 figures. Published at ACL 2023 Findings. Code available at https://github.com/facebookresearch/NPM

2211.16550 2023-05-29 cs.CL cs.AI cs.NE

Soft Alignment Objectives for Robust Adaptation of Language Generation

Michal Štefánik, Marek Kadlčík, Petr Sojka

Comments Annual Meeting of The ACL 2023: Main conference long paper

2211.15718 2023-05-29 cs.CL

Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models

Albert Xu, Xiang Ren, Robin Jia

Comments ACL 2023

2211.15037 2023-05-29 cs.CL

SongRewriter: A Chinese Song Rewriting System with Controllable Content and Rhyme Scheme

Yusen Sun, Liangyou Li, Qun Liu, Dit-Yan Yeung

Comments ACL Findings 2023

2211.08794 2023-05-29 cs.CL cs.AI cs.LG

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations

Linlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing

Comments Accepted by ACL 2023

2211.01482 2023-05-29 cs.CL cs.AI cs.LG

RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question

Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan, James Henderson, Marzieh Saeidi

Comments Accepted to Findings of ACL 2023

2210.10343 2023-05-29 cs.CL cs.AI

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks

Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie, Fei Huang, Lijie Wen, Philip S. Yu

Comments Accepted to ACL 2023 (Findings), Long Paper, 14 pages

2210.06633 2023-05-29 cs.IR cs.CL

Language Agnostic Multilingual Information Retrieval with Contrastive Learning

Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu, William Yang Wang, Zhiheng Huang

Comments ACL Findings 2023

2210.05159 2023-05-29 cs.CL cs.AI

Can Language Models Be Specific? How?

Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-mei Hwu

Comments Findings of ACL 2023

2210.04738 2023-05-29 cs.CL

A dynamic programming algorithm for span-based nested named-entity recognition in O(n^2)

Caio Corro

Comments ACL 2023

2209.14389 2023-05-29 cs.CL cs.LG

Downstream Datasets Make Surprisingly Good Pretraining Corpora

Kundan Krishna, Saurabh Garg, Jeffrey P. Bigham, Zachary C. Lipton

Comments ACL2023 Camera Ready

2209.02203 2023-05-29 cs.CL

Few-Shot Document-Level Event Argument Extraction

Xianjun Yang, Yujie Lu, Linda Petzold

Comments Accepted to ACL 2023 Main Conference

2209.01106 2023-05-29 cs.CL

A New Aligned Simple German Corpus

Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke

Comments Accepted at ACL 2023

2207.03777 2023-05-29 cs.CL cs.AI

Hidden Schema Networks

Ramsés J. Sánchez, Lukas Conrads, Pascal Welke, Kostadin Cvejoski, César Ojeda

Comments accepted at ACL 2023