ACL

Ditch the Gold Standard: Re-evaluating Conversational Question Answering

Huihan Li, Tianyu Gao, Manan Goenka, Danqi Chen

Comments Accepted to ACL 2022; The dataset and code are available at https://github.com/princeton-nlp/EvalConvQA/

Query and Extract: Refining Event Extraction as Type-oriented Binary Decoding

Sijia Wang, Mo Yu, Shiyu Chang, Lichao Sun, Lifu Huang

Comments 14pages, ACL'2022

The Trade-offs of Domain Adaptation for Neural Language Models

David Grangier, Dan Iter

Comments Proceedings of the Annual Meeting of the Association for Computational Linguistics (ACL), 2022

Learning When to Translate for Streaming Speech

Qianqian Dong, Yaoming Zhu, Mingxuan Wang, Lei Li

Comments Accept to ACL 2022 main conference. 15 pages, 6 figures

Direct speech-to-speech translation with discrete units

Ann Lee, Peng-Jen Chen, Changhan Wang, Jiatao Gu, Sravya Popuri, Xutai Ma, Adam Polyak, Yossi Adi, Qing He, Yun Tang, Juan Pino, Wei-Ning Hsu

Comments Accepted to ACL 2022 (long paper)

Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines

Saadia Gabriel, Skyler Hallinan, Maarten Sap, Pemi Nguyen, Franziska Roesner, Eunsol Choi, Yejin Choi

Comments ACL 2022 camera-ready

Revisiting the Context Window for Cross-lingual Word Embeddings

Ryokan Ri, Yoshimasa Tsuruoka

Comments ACL2020

Journal ref In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020, pages 995-1005

How Do We Answer Complex Questions: Discourse Structure of Long-form Answers

Fangyuan Xu, Junyi Jessy Li, Eunsol Choi

Comments ACL 2022

Word Order Does Matter (And Shuffled Language Models Know It)

Vinit Ravishankar, Mostafa Abdou, Artur Kulmizev, Anders Søgaard

Comments To appear at ACL 2022; 9 pages

Document-Level Relation Extraction with Adaptive Focal Loss and Knowledge Distillation

Qingyu Tan, Ruidan He, Lidong Bing, Hwee Tou Ng

Comments To appear in the Findings of ACL 2022

Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis

Wenxuan Shi, Fei Li, Jingye Li, Hao Fei, Donghong Ji

Comments to appear at the ACL 2022 Main conference

Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability

Yoshinari Fujinuma, Jordan Boyd-Graber, Katharina Kann

Comments ACL 2022 camera ready

HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization

Shuyang Cao, Lu Wang

Comments ACL 2022

Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition

Aaron Reich, Jiaao Chen, Aastha Agrawal, Yanzhe Zhang, Diyi Yang

Comments ACL 2022 (Findings)

Better Language Model with Hypernym Class Prediction

He Bai, Tong Wang, Alessandro Sordoni, Peng Shi

Comments ACL 2022

From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains

Brodie Mather, Bonnie J Dorr, Adam Dalton, William de Beaumont, Owen Rambow, Sonja M. Schmer-Galunder

Comments Accepted to Findings of the Association for Computational Linguistics, 2022

Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems

Yi-Lin Tuan, Sajjad Beygi, Maryam Fazel-Zarandi, Qiaozi Gao, Alessandra Cervone, William Yang Wang

Comments accepted to the Findings of ACL 2022

Cluster & Tune: Boost Cold Start Performance in Text Classification

Eyal Shnarch, Ariel Gera, Alon Halfon, Lena Dankin, Leshem Choshen, Ranit Aharonov, Noam Slonim

Comments 9 pages, 6 figures; To be published in ACL 2022

Parallel Instance Query Network for Named Entity Recognition

Yongliang Shen, Xiaobin Wang, Zeqi Tan, Guangwei Xu, Pengjun Xie, Fei Huang, Weiming Lu, Yueting Zhuang

Comments Accepted to ACL 2022, camera ready version

Hierarchical Inductive Transfer for Continual Dialogue Learning

Shaoxiong Feng, Xuancheng Ren, Kan Li, Xu Sun

Comments Accepted by Findings of ACL 2022

STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation

Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang

Comments ACL 2022 main conference

How does the pre-training objective affect what large language models learn about linguistic properties?

Ahmed Alajrami, Nikolaos Aletras

Comments Accepted at ACL 2022

Perturbations in the Wild: Leveraging Human-Written Text Perturbations for Realistic Adversarial Attack and Defense

Thai Le, Jooyoung Lee, Kevin Yen, Yifan Hu, Dongwon Lee

Comments Accepted to the 60th Annual Meeting of the Association for Computational Linguistics (ACL'22), Findings

Automatic Detection of Entity-Manipulated Text using Factual Knowledge

Ganesh Jawahar, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan

Comments Association for Computational Linguistics (ACL) 2022 camera-ready

Sequence-to-Sequence Knowledge Graph Completion and Question Answering

Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla

Comments ACL 2022 Main Conference

Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging

Houquan Zhou, Yang Li, Zhenghua Li, Min Zhang

Comments Accept to Findings of ACL 2022

Neural Machine Translation with Phrase-Level Universal Visual Representations

Qingkai Fang, Yang Feng

Comments ACL 2022 main conference

Clickbait Spoiling via Question Answering and Passage Retrieval

Matthias Hagen, Maik Fröbe, Artur Jurk, Martin Potthast

Comments Accepted at ACL 2022

FaiRR: Faithful and Robust Deductive Reasoning over Natural Language

Soumya Sanyal, Harman Singh, Xiang Ren

Comments Accepted in ACL 2022

Dependency-based Mixture Language Models

Zhixian Yang, Xiaojun Wan

Comments Accepted to ACL 2022 Main Conference