ACL

Are Pre-trained Language Models Useful for Model Ensemble in Chinese Grammatical Error Correction?

Chenming Tang, Xiuyu Wu, Yunfang Wu

Comments 7 pages, 1 figure. Accepted by ACL 2023 (main conference, short paper)

Pre-training Multi-party Dialogue Models with Latent Discourse Inference

Yiyang Li, Xinting Huang, Wei Bi, Hai Zhao

Comments Accepted by ACL 2023

On Degrees of Freedom in Defining and Testing Natural Language Understanding

Saku Sugawara, Shun Tsugita

Comments Accepted to Findings of ACL 2023

Another Dead End for Morphological Tags? Perturbed Inputs and Parsing

Alberto Muñoz-Ortiz, David Vilares

Comments Accepted at Findings of ACL 2023

The Role of Output Vocabulary in T2T LMs for SPARQL Semantic Parsing

Debayan Banerjee, Pranav Ajit Nair, Ricardo Usbeck, Chris Biemann

Comments Accepted as a short paper to ACL 2023 findings

Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering

Jiajie Zhang, Shulin Cao, Tingjia Zhang, Xin Lv, Jiaxin Shi, Qi Tian, Juanzi Li, Lei Hou

Comments has been accepted by ACL2023

Ranger: A Toolkit for Effect-Size Based Multi-Task Evaluation

Mete Sertkan, Sophia Althammer, Sebastian Hofstätter

Comments Accepted at ACL 2023 (System Demonstrations)

SETI: Systematicity Evaluation of Textual Inference

Xiyan Fu, Anette Frank

Comments Accepted to Findings of ACL2023

How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives

Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank

Comments ACL 2023

Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality

Tanay Dixit, Fei Wang, Muhao Chen

Comments ACL 2023

PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification

Yau-Shian Wang, Ta-Chung Chi, Ruohong Zhang, Yiming Yang

Comments accepted by ACL 2023

Journal ref ACL 2023

Trade-Offs Between Fairness and Privacy in Language Modeling

Cleo Matzken, Steffen Eger, Ivan Habernal

Comments Findings of ACL 2023

CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition

Tingting Ma, Qianhui Wu, Huiqiang Jiang, Börje F. Karlsson, Tiejun Zhao, Chin-Yew Lin

Comments ACL 2023. Our code is available at https://github.com/microsoft/vert-papers/tree/master/papers/CoLaDa

Disentangled Phonetic Representation for Chinese Spelling Correction

Zihong Liang, Xiaojun Quan, Qifan Wang

Comments Accepted to ACL 2023 Main Conference

TACR: A Table-alignment-based Cell-selection and Reasoning Model for Hybrid Question-Answering

Jian Wu, Yicheng Xu, Yan Gao, Jian-Guang Lou, Börje F. Karlsson, Manabu Okumura

Comments Accepted at Findings of ACL 2023

Abductive Commonsense Reasoning Exploiting Mutually Exclusive Explanations

Wenting Zhao, Justin T. Chiu, Claire Cardie, Alexander M. Rush

Comments accepted at ACL'23

Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization

Hou Pong Chan, Qi Zeng, Heng Ji

Comments Accepted by ACL Findings 2023. Code and data are available at https://github.com/kenchan0226/fineGrainedFact

The Web Can Be Your Oyster for Improving Large Language Models

Junyi Li, Tianyi Tang, Wayne Xin Zhao, Jingyuan Wang, Jian-Yun Nie, Ji-Rong Wen

Comments This work has been accepted by ACL 2023 (findings), while we slightly revise the title and the content based on the conference version

AlignSTS: Speech-to-Singing Conversion via Cross-Modal Alignment

Ruiqi Li, Rongjie Huang, Lichao Zhang, Jinglin Liu, Zhou Zhao

Comments Findings of ACL 2023

DePlot: One-shot visual language reasoning by plot-to-table translation

Fangyu Liu, Julian Martin Eisenschlos, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Wenhu Chen, Nigel Collier, Yasemin Altun

Comments ACL 2023 (Findings)

What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary

Ori Ram, Liat Bezalel, Adi Zicher, Yonatan Belinkov, Jonathan Berant, Amir Globerson

Comments ACL 2023

Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis

Ta-Chung Chi, Ting-Han Fan, Alexander I. Rudnicky, Peter J. Ramadge

Comments Accepted by ACL 2023

MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering

Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee, Mandar Joshi, Yasemin Altun, Nigel Collier, Julian Martin Eisenschlos

Comments ACL 2023

Decoder Tuning: Efficient Language Understanding as Decoding

Ganqu Cui, Wentao Li, Ning Ding, Longtao Huang, Zhiyuan Liu, Maosong Sun

Comments ACL 2023 main conference. Code: https://github.com/thunlp/DecT

Controllable Text Generation via Probability Density Estimation in the Latent Space

Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong, Weihong Zhong, Bing Qin

Comments 25 pages, 9 figures, Accepted to ACL2023

A fine-grained comparison of pragmatic language understanding in humans and language models

Jennifer Hu, Sammy Floyd, Olessia Jouravlev, Evelina Fedorenko, Edward Gibson

Comments ACL 2023 camera-ready version

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages

Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra, Anoop Kunchukuttan, Pratyush Kumar

Comments ACL 2023

Towards standardizing Korean Grammatical Error Correction: Datasets and Annotation

Soyoung Yoon, Sungjoon Park, Gyuwan Kim, Junhee Cho, Kihyo Park, Gyutae Kim, Minjoon Seo, Alice Oh

Comments Accepted at ACL 2023 (main)

Enhancing Cross-lingual Prompting with Dual Prompt Augmentation

Meng Zhou, Xin Li, Yue Jiang, Lidong Bing

Comments ACL 2023 Findings

DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models

Xuxi Chen, Tianlong Chen, Weizhu Chen, Ahmed Hassan Awadallah, Zhangyang Wang, Yu Cheng

Comments Accepted by ACL 2023