ACL

Boundary Smoothing for Named Entity Recognition

Enwei Zhu, Jinpeng Li

Comments Paper accepted to ACL 2022 main conference

Direct parsing to sentiment graphs

David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal

Comments Accepted to ACL 2022

Hierarchical Curriculum Learning for AMR Parsing

Peiyi Wang, Liang Chen, Tianyu Liu, Damai Dai, Yunbo Cao, Baobao Chang, Zhifang Sui

Comments ACL2022 short paper; Code and model are available a https://github.com/Wangpeiyi9979/HCL-Text2AMR

Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation

Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu

Comments ACL 2021

How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language

Shiyue Zhang, Ben Frey, Mohit Bansal

Comments ACL 2022

A global analysis of metrics used for measuring performance in natural language processing

Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald

Comments "NLP Power" workshop at ACL 2022. This work is based on a previous arXiv submission: arXiv:2008.02577 [cs.AI]

ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference

Kai Hui, Honglei Zhuang, Tao Chen, Zhen Qin, Jing Lu, Dara Bahri, Ji Ma, Jai Prakash Gupta, Cicero Nogueira dos Santos, Yi Tay, Don Metzler

Comments Findings of ACL 2022

Logical Inference for Counting on Semi-structured Tables

Tomoya Kurosawa, Hitomi Yanaka

Comments 13 pages. To appear in the Proceedings of the Association for Computational Linguistics: Student Research Workshop (ACL-SRW 2022)

DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization

Ziming Mao, Chen Henry Wu, Ansong Ni, Yusen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev

Comments ACL 2022

Time-Aware Language Models as Temporal Knowledge Bases

Bhuwan Dhingra, Jeremy R. Cole, Julian Martin Eisenschlos, Daniel Gillick, Jacob Eisenstein, William W. Cohen

Comments Version accepted to TACL

Journal ref Transactions of the Association for Computational Linguistics 2022; 10 257-273

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

Yan Xu, Etsuko Ishii, Samuel Cahyawijaya, Zihan Liu, Genta Indra Winata, Andrea Madotto, Dan Su, Pascale Fung

Comments The first two authors contribute equally; Accepted in ACL 2022 DialDoc Workshop (Best Student Paper Award)

A Vocabulary-Free Multilingual Neural Tokenizer for End-to-End Task Learning

Md Mofijul Islam, Gustavo Aguilar, Pragaash Ponnusamy, Clint Solomon Mathialagan, Chengyuan Ma, Chenlei Guo

Journal ref ACL 2022 Workshop on Representation Learning for NLP

Identifying Chinese Opinion Expressions with Extremely-Noisy Crowdsourcing Annotations

Xin Zhang, Guangwei Xu, Yueheng Sun, Meishan Zhang, Xiaobin Wang, Min Zhang

Comments Accepted by ACL 2022 main conf

Learning Functional Distributional Semantics with Visual Data

Yinhong Liu, Guy Emerson

Comments Accepted by ACL 2022 main conference

SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues

Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen

Comments ACL 2022

Rethinking Offensive Text Detection as a Multi-Hop Reasoning Problem

Qiang Zhang, Jason Naradowsky, Yusuke Miyao

Comments 18 pages, 4 figures, 10 tables, accepted in Findings of the Association for Computational Linguistics 2022

Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering

Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang

Comments Accepted at ACL 2022

Spurious Correlations in Reference-Free Evaluation of Text Generation

Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto

Comments Published in ACL 2022 main conference

A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation

Yu Cao, Wei Bi, Meng Fang, Shuming Shi, Dacheng Tao

Comments Accepted to ACL 2022 (long paper)

Perceiving the World: Question-guided Reinforcement Learning for Text-based Games

Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang

Comments ACL2022, fix some typos

Vision-Language Pre-Training for Multimodal Aspect-Based Sentiment Analysis

Yan Ling, Jianfei Yu, Rui Xia

Comments Accepted by ACL 2022 (long paper)

Packed Levitated Marker for Entity and Relation Extraction

Deming Ye, Yankai Lin, Peng Li, Maosong Sun

Comments Accepted to ACL 2022. The code and models are available at https://github.com/thunlp/PL-Marker

Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization

Faisal Ladhak, Esin Durmus, He He, Claire Cardie, Kathleen McKeown

Comments Published in ACL 2022 main conference

Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning

Kang Zhou, Yuepei Li, Qi Li

Comments Accepted in ACL 2022

Event Transition Planning for Open-ended Text Generation

Qintong Li, Piji Li, Wei Bi, Zhaochun Ren, Yuxuan Lai, Lingpeng Kong

Comments Accepted at Findings of ACL 2022

Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification

Dawei Zhu, Michael A. Hedderich, Fangzhou Zhai, David Ifeoluwa Adelani, Dietrich Klakow

Comments Accepted at Workshop on Insights from Negative Results in NLP 2022 @ACL 2022

DaLC: Domain Adaptation Learning Curve Prediction for Neural Machine Translation

Cheonbok Park, Hantae Kim, Ioan Calapodescu, Hyunchang Cho, Vassilina Nikoulina

Comments to be published in ACL2021

Compositional Semantics and Inference System for Temporal Order based on Japanese CCG

Tomoki Sugimoto, Hitomi Yanaka

Comments To appear in the Proceedings of the Association for Computational Linguistics: Student Research Workshop (ACL-SRW 2022)

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

Md Rashad Al Hasan Rony, Ricardo Usbeck, Jens Lehmann

Comments Accepted by the North American Chapter of the Association for Computational Linguistics (NAACL) 2022

Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics

Jiannan Xiang, Huayang Li, Yahui Liu, Lemao Liu, Guoping Huang, Defu Lian, Shuming Shi

Comments Findings of ACL 2022