ACL - arXivDaily 期刊&会议

2305.10036 2023-06-05 cs.CL cs.CY

Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark

Wenjun Peng, Jingwei Yi, Fangzhao Wu, Shangxi Wu, Bin Zhu, Lingjuan Lyu, Binxing Jiao, Tong Xu, Guangzhong Sun, Xing Xie

Comments Accepted by ACL 2023

2305.08524 2023-06-05 cs.CL cs.AI econ.GN q-fin.EC

Measuring Consistency in Text-based Financial Forecasting Models

Linyi Yang, Yingpeng Ma, Yue Zhang

Comments Accepted to ACL 2023 Main Conference

2304.01016 2023-06-05 cs.CL cs.AI cs.IR

Quick Dense Retrievers Consume KALE: Post Training Kullback Leibler Alignment of Embeddings for Asymmetrical dual encoders

Daniel Campos, Alessandro Magnani, ChengXiang Zhai

Comments SustaiNLP2023 @ ACL 2023, 8 pages, 4 figures, 30 tables

2211.11300 2023-06-05 cs.CL cs.AI

Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text

Qianhui Wu, Huiqiang Jiang, Haonan Yin, Börje F. Karlsson, Chin-Yew Lin

Comments ACL 2023. Our code is available at: https://github.com/microsoft/KC/tree/main/papers/MLKD_OOD

2211.07516 2023-06-05 cs.CL

Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA

Elias Stengel-Eskin, Jimena Guallar-Blasco, Yi Zhou, Benjamin Van Durme

Comments ACL 2023. Code and data: https://github.com/esteng/ambiguous_vqa

2211.07093 2023-06-05 cs.CL

Easy Guided Decoding in Providing Suggestions for Interactive Machine Translation

Ke Wang, Xin Ge, Jiayi Wang, Yu Zhao, Yuqi Zhang

Comments Accepted by ACL 2023

2210.04982 2023-06-05 cs.CL

REV: Information-Theoretic Evaluation of Free-Text Rationales

Hanjie Chen, Faeze Brahman, Xiang Ren, Yangfeng Ji, Yejin Choi, Swabha Swayamdipta

Comments ACL 2023

2210.01293 2023-06-05 cs.CL

ThinkSum: Probabilistic reasoning over sets using large language models

Batu Ozturkler, Nikolay Malkin, Zhen Wang, Nebojsa Jojic

Comments ACL 2023

2206.14268 2023-06-05 cs.CL

BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models

Shibo Hao, Bowen Tan, Kaiwen Tang, Bin Ni, Xiyan Shao, Hengzhe Zhang, Eric P. Xing, Zhiting Hu

Comments ACL 2023 (Findings); Code available at https://github.com/tanyuqian/knowledge-harvest-from-lms

2105.03484 2023-06-05 cs.CL

Empirical Evaluation of Pre-trained Transformers for Human-Level NLP: The Role of Sample Size and Dimensionality

Adithya V Ganesan, Matthew Matero, Aravind Reddy Ravula, Huy Vu, H. Andrew Schwartz

Comments 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT)

2104.07704 2023-06-05 cs.CL

Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling

Alireza Mohammadshahi, James Henderson

Comments Accepted to Rep4NLP at ACL 2023

2306.00947 2023-06-02 cs.CL cs.AI cs.LG

EEL: Efficiently Encoding Lattices for Reranking

Prasann Singhal, Jiacheng Xu, Xi Ye, Greg Durrett

Comments ACL 2023 (16 pages), code available at https://github.com/PrasannS/eel-reranking

2306.00928 2023-06-02 cs.CL cs.AI cs.IR

ACLM: A Selective-Denoising based Generative Data Augmentation Approach for Low-Resource Complex NER

Sreyan Ghosh, Utkarsh Tyagi, Manan Suri, Sonal Kumar, S Ramaneswaran, Dinesh Manocha

Comments ACL 2023 Main Conference

2306.00924 2023-06-02 cs.CL cs.AI cs.LG

Minding Language Models' (Lack of) Theory of Mind: A Plug-and-Play Multi-Character Belief Tracker

Melanie Sclar, Sachin Kumar, Peter West, Alane Suhr, Yejin Choi, Yulia Tsvetkov

Journal ref ACL 2023

2306.00905 2023-06-02 cs.CL cs.AI cs.CV

T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image Generation

Jialu Wang, Xinyue Gabby Liu, Zonglin Di, Yang Liu, Xin Eric Wang

Comments ACL 2023

2306.00784 2023-06-02 cs.CL cs.AI

Interpretable Math Word Problem Solution Generation Via Step-by-step Planning

Mengxue Zhang, Zichao Wang, Zhichao Yang, Weiqi Feng, Andrew Lan

Comments Accepted to The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023)

2306.00667 2023-06-02 cs.CL cs.AI

Predicting the Quality of Revisions in Argumentative Writing

Zhexiong Liu, Diane Litman, Elaine Wang, Lindsay Matsumura, Richard Correnti

Comments In The 18th BEA Workshop, held in conjunction with The Association for Computational Linguistics (ACL), July 2023

2306.00652 2023-06-02 cs.CL cs.AI

Explanation Graph Generation via Generative Pre-training over Synthetic Graphs

Han Cui, Shangzhan Li, Yu Zhang, Qi Shi

Comments Accepted by ACL23-Findings

2306.00645 2023-06-02 cs.CL

Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers

Jiaxi Li, Wei Lu

Comments Accepted by ACL 2023

2306.00539 2023-06-02 cs.LG cs.CL

A Call for Standardization and Validation of Text Style Transfer Evaluation

Phil Ostheimer, Mayank Nagda, Marius Kloft, Sophie Fellenz

Comments Accepted to Findings of ACL 2023

2306.00502 2023-06-02 cs.CL cs.AI

Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?

Yuxin He, Jingyue Hu, Buzhou Tang

Comments Accepted to ACL 2023 main conference

2306.00482 2023-06-02 cs.CY cs.CL cs.SD eess.AS math.HO

Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home

Eda Okur, Roddy Fuentes Alba, Saurav Sahay, Lama Nachman

Comments Proceedings of the 18th Workshop on Innovative Use of NLP for Building Educational Applications (BEA) at ACL 2023

2305.15878 2023-06-02 cs.CL cs.LG

LFTK: Handcrafted Features in Computational Linguistics

Bruce W. Lee, Jason Hyung-Jong Lee

Comments BEA @ ACL 2023

2211.07733 2023-06-02 cs.CL

Speaking Multiple Languages Affects the Moral Bias of Language Models

Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindřich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting

Comments To appear in ACL Findings 2023

2306.00437 2023-06-02 cs.CL

Responsibility Perspective Transfer for Italian Femicide News

Gosse Minnema, Huiyuan Lai, Benedetta Muscato, Malvina Nissim

Comments Accepted for publication in Findings of ACL 2023

2306.00435 2023-06-02 cs.CL

How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension

Chen Zhang, Jiuheng Lin, Xiao Liu, Yuxuan Lai, Yansong Feng, Dongyan Zhao

Comments Findings of ACL 2023

2306.00434 2023-06-02 cs.CL

Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking

Qingyue Wang, Liang Ding, Yanan Cao, Yibing Zhan, Zheng Lin, Shi Wang, Dacheng Tao, Li Guo

Comments Accepted to ACL 2023

2306.00424 2023-06-02 cs.CL cs.CV cs.IR

End-to-end Knowledge Retrieval with Multi-modal Queries

Man Luo, Zhiyuan Fang, Tejas Gokhale, Yezhou Yang, Chitta Baral

Comments ACL 2023

2306.00400 2023-06-02 cs.CL

BiSync: A Bilingual Editor for Synchronized Monolingual Texts

Josep Crego, Jitao Xu, François Yvon

Comments ACL 2023 System Demo

2306.00198 2023-06-02 cs.CL cs.LG

An Invariant Learning Characterization of Controlled Text Generation

Carolina Zheng, Claudia Shi, Keyon Vafa, Amir Feder, David M. Blei

Comments To appear in the 2023 Conference of the Association for Computational Linguistics (ACL 2023)