ACL

What Would a Teacher Do? Predicting Future Talk Moves

Ananya Ganesh, Martha Palmer, Katharina Kann

Comments 13 pages, 3 figures; To appear in Findings of ACL 2021

AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT

Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty

Comments ACL-2021 accepted paper

DefSent: Sentence Embeddings using Definition Sentences

Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda

Comments Accepted at ACL-IJCNLP 2021 main conference

Coreference Reasoning in Machine Reading Comprehension

Mingzhu Wu, Nafise Sadat Moosavi, Dan Roth, Iryna Gurevych

Comments Accepted at ACL-IJCNLP 2021

Parameter-Efficient Transfer Learning with Diff Pruning

Demi Guo, Alexander M. Rush, Yoon Kim

Comments ACL 2021

Energy-Based Models for Code Generation under Compilability Constraints

Tomasz Korbak, Hady Elsahar, Marc Dymetman, Germán Kruszewski

Comments Accepted for the First Workshop on Natural Language Processing for Programming, ACL 2021

Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding

Xin Sun, Tao Ge, Furu Wei, Houfeng Wang

Comments Accepted by ACL2021 (main conference)

Psycholinguistic Tripartite Graph Network for Personality Detection

Tao Yang, Feifan Yang, Haolan Ouyang, Xiaojun Quan

Comments Accepted by ACL 2021

RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer

Xingshan Zeng, Liangyou Li, Qun Liu

Comments Accepted by ACL2021 Findings

Making Better Use of Bilingual Information for Cross-Lingual AMR Parsing

Yitao Cai, Zhe Lin, Xiaojun Wan

Comments Findings of ACL 2021

On Sample Based Explanation Methods for NLP:Efficiency, Faithfulness, and Semantic Evaluation

Wei Zhang, Ziming Huang, Yada Zhu, Guangnan Ye, Xiaodong Cui, Fan Zhang

Comments 13 pages; Accepted to ACL 2021

On the Lack of Robust Interpretability of Neural Text Classifiers

Muhammad Bilal Zafar, Michele Donini, Dylan Slack, Cédric Archambeau, Sanjiv Das, Krishnaram Kenthapadi

Comments Appearing at ACL Findings 2021

Neural Extractive Search

Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg

Comments Accepted as a demo paper in ACL2021

Exploiting Language Relatedness for Low Web-Resource Language Model Adaptation: An Indic Languages Study

Yash Khemchandani, Sarvesh Mehtani, Vaidehi Patil, Abhijeet Awasthi, Partha Talukdar, Sunita Sarawagi

Comments Accepted to ACL-IJCNLP 2021

Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL

Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu

Comments 12 pages, 3 figures, accepted to Findings of ACL 2021

DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations

Dou Hu, Lingwei Wei, Xiaoyong Huai

Comments 11 pages, accepted by ACL-IJCNLP 2021

High-Quality Diversification for Task-Oriented Dialogue Systems

Zhiwen Tang, Hrishikesh Kulkarni, Grace Hui Yang

Comments Accepted by ACL-IJCNLP 2021 (Findings of ACL)

Investigating Memorization of Conspiracy Theories in Text Generation

Sharon Levy, Michael Saxon, William Yang Wang

Comments ACL 2021 Findings

The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes

Nils Reimers, Iryna Gurevych

Comments Published at ACL 2021

Offline Reinforcement Learning from Human Feedback in Real-World Sequence-to-Sequence Tasks

Julia Kreutzer, Stefan Riezler, Carolin Lawrence

Comments 5th Workshop on Structured Prediction for NLP at ACL 2021 Previously named "Learning from Human Feedback: Challenges for Real-World Reinforcement Learning in NLP" and presented at Challenges of Real-World RL Workshop at NeurIPS 2020

AMR Dependency Parsing with a Typed Semantic Algebra

Jonas Groschwitz, Matthias Lindemann, Meaghan Fowlie, Mark Johnson, Alexander Koller

Comments This paper will be presented at ACL 2018 (see https://acl2018.org/programme/papers/)

Journal ref Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2018

Turing: an Accurate and Interpretable Multi-Hypothesis Cross-Domain Natural Language Database Interface

Peng Xu, Wenjie Zi, Hamidreza Shahidi, Ákos Kádár, Keyi Tang, Wei Yang, Jawad Ateeq, Harsh Barot, Meidan Alon, Yanshuai Cao

Comments ACL 2021 demonstration track

Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks

Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, James Henderson

Comments accepted in ACL, 2021

Reading StackOverflow Encourages Cheating: Adding Question Text Improves Extractive Code Generation

Gabriel Orlanski, Alex Gittens

Comments To be published in ACL-IJCNLP NLP4Prog workshop. (The First Workshop on Natural Language Processing for Programming)

Hyperbolic Temporal Knowledge Graph Embeddings with Relational and Time Curvatures

Sebastien Montella, Lina Rojas-Barahona, Johannes Heinecke

Comments Accepted to Findings of ACL 2021 (Long Paper)

Obtaining Better Static Word Embeddings Using Contextual Embedding Models

Prakhar Gupta, Martin Jaggi

Comments ACL 2021 accept

A Unified Generative Framework for Aspect-Based Sentiment Analysis

Hang Yan, Junqi Dai, Tuo ji, Xipeng Qiu, Zheng Zhang

Comments Accepted by ACL 2021 (long paper)

Question Generation for Adaptive Education

Megha Srivastava, Noah Goodman

Comments 10 pages, 3 figures, ACL 2021

A Falta de Pan, Buenas Son Tortas: The Efficacy of Predicted UPOS Tags for Low Resource UD Parsing

Mark Anderson, Mathieu Dehouck, Carlos Gómez Rodríguez

Comments To be published in proceedings of the 16th International Conference on Parsing Technologies. Earlier versions were rejected at the 16th Conference of the European Chapter of the Association for Computational Linguistics and the 23rd Nordic Conference on Computational Linguistics

Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model

Hongliang Dai, Yangqiu Song, Haixun Wang

Comments ACL 2021