ACL 2023

2,767 papers

An Extensive Exploration of Back-Translation in 60 Languages

Paul McNamee, Kevin Duh

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer

Alan Ansell, Edoardo Maria Ponti, Anna Korhonen, Ivan Vulić

Stubborn Lexical Bias in Data and Models

Sofia Serrano, Jesse Dodge, Noah A. Smith

Computer says “No”: The Case Against Empathetic Conversational AI

Alba Curry, Amanda Cercas Curry

Adversarial Training for Low-Resource Disfluency Correction

Vineet Bhat, Preethi Jyothi, Pushpak Bhattacharyya

IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning

Zihang Xu, Ziqing Yang, Yiming Cui, Shijin Wang

Synthetic Pre-Training Tasks for Neural Machine Translation

Zexue He, Graeme Blackwood, Rameswar Panda, Julian McAuley, Rogerio Feris

PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language Models

Zhuocheng Gong, Jiahao Liu, Qifan Wang, Yang Yang, Jingang Wang

Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition

Yuxin Jiang, Linhan Zhang, Wei Wang

Duplex Diffusion Models Improve Speech-to-Speech Translation

Xianchao Wu

Prosody-TTS: Improving Prosody with Masked Autoencoder and Conditional Diffusion Model For Expressive Text-to-Speech

Rongjie Huang, Chunlei Zhang, Yi Ren, Zhou Zhao, Dong Yu

Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes

Cheng-Yu Hsieh, Chun-Liang Li, Chih-Kuan Yeh, Hootan Nakhost, Yasuhisa Fujii

CoMix: Guide Transformers to Code-Mix using POS structure and Phonetics

Gaurav Arora, Srujana Merugu, Vivek Sembium

Opinion Tree Parsing for Aspect-based Sentiment Analysis

Xiaoyi Bao, Xiaotong Jiang, Zhongqing Wang, Yue Zhang, Guodong Zhou

Deeply Coupled Cross-Modal Prompt Learning

Xuejing Liu, Wei Tang, Jinghui Lu, Rui Zhao, Zhaojun Guo

Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding

Mengyue Zhou, Xu Liu, David Liu, Zihao Wu, Zhengliang Liu

Stereotypes and Smut: The (Mis)representation of Non-cisgender Identities by Text-to-Image Models

Eddie Ungless, Bjorn Ross, Anne Lauscher

Responsibility Perspective Transfer for Italian Femicide News

Gosse Minnema, Huiyuan Lai, Benedetta Muscato, Malvina Nissim

Pengwei Zhan, Jing Yang, He Wang, Chao Zheng, Xiao Huang

Additive manifesto decomposition: A policy domain aware method for understanding party positioning

Tanise Ceron, Dmitry Nikolaev, Sebastian Padó

Improving Empathetic Dialogue Generation by Dynamically Infusing Commonsense Knowledge

Hua Cai, Xuli Shen, Qing Xu, Weilin Shen, Xiaomei Wang

Benchmarking Diverse-Modal Entity Linking with Generative Models

Sijia Wang, Alexander Hanbo Li, Henghui Zhu, Sheng Zhang, Pramuditha Perera

Impact of Adversarial Training on Robustness and Generalizability of Language Models

Enes Altinisik, Hassan Sajjad, Husrev Sencar, Safa Messaoud, Sanjay Chawla

Putting Natural in Natural Language Processing

Grzegorz Chrupała

Is Continuous Prompt a Combination of Discrete Prompts? Towards a Novel View for Interpreting Continuous Prompts

Tianjie Ju, Yubin Zheng, Hanyi Wang, Haodong Zhao, Gongshen Liu

Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion

Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng

Scaling Laws for BERT in Low-Resource Settings

Gorka Urbizu, Iñaki San Vicente, Xabier Saralegi, Rodrigo Agerri, Aitor Soroa

Multi-Agent Language Learning: Symbolic Mapping

Yicheng Feng, Zongqing Lu

History repeats: Overcoming catastrophic forgetting for event-centric temporal knowledge graph completion

Mehrnoosh Mirtaheri, Mohammad Rostami, Aram Galstyan

Towards Better Hierarchical Text Classification with Data Generation

Yue Wang, Dan Qiao, Juntao Li, Jinxiong Chang, Qishen Zhang

Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints

Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu

Multilingual Sequence-to-Sequence Models for Hebrew NLP

Matan Eyal, Hila Noga, Roee Aharoni, Idan Szpektor, Reut Tsarfaty

Joint Generator-Ranker Learning for Natural Language Generation

Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan

End-to-End Simultaneous Speech Translation with Differentiable Segmentation

Shaolei Zhang, Yang Feng

Word-level Prefix/Suffix Sense Detection: A Case Study on Negation Sense with Few-shot Learning

Yameng Li, Zicheng Li, Ying Chen, Shoushan Li

Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data

Mozhdeh Gheini, Tatiana Likhomanenko, Matthias Sperber, Hendra Setiawan

Probabilistic Transformer: A Probabilistic Dependency Model for Contextual Word Representation

Haoyi Wu, Kewei Tu

Towards Argument-Aware Abstractive Summarization of Long Legal Opinions with Summary Reranking

Mohamed Elaraby, Yang Zhong, Diane Litman

Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers

Wanjun Zhong, Tingting Ma, Jiahai Wang, Jian Yin, Tiejun Zhao

Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization

Ruifeng Yuan, Shichao Sun, Zili Wang, Ziqiang Cao, Wenjie Li

DiffuDetox: A Mixed Diffusion Model for Text Detoxification

Griffin Floto, Mohammad Mahdi Abdollah Pour, Parsa Farinneya, Zhenwei Tang, Ali Pesaranghader

Sequential Integrated Gradients: a simple but effective method for explaining language models

Joseph Enguehard

Low-Rank Updates of pre-trained Weights for Multi-Task Learning

Alexandre Audibert, Massih R Amini, Konstantin Usevich, Marianne Clausel

Multilingual Pre-training with Self-supervision from Global Co-occurrence Information

Xi Ai, Bin Fang

Extracting Shopping Interest-Related Product Types from the Web

Yinghao Li, Colin Lockard, Prashant Shiralkar, Chao Zhang

Contrastive Training Improves Zero-Shot Classification of Semi-structured Documents

Muhammad Khalifa, Yogarshi Vyas, Shuai Wang, Graham Horwood, Sunil Mallya

Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models

Yuhui Zhang, Michihiro Yasunaga, Zhengping Zhou, Jeff Z. HaoChen, James Zou

Interpreting Sentiment Composition with Latent Semantic Tree

Zhongtao Jiang, Yuanzhe Zhang, Cao Liu, Jiansong Chen, Jun Zhao

Federated Domain Adaptation for Named Entity Recognition via Distilling with Heterogeneous Tag Sets

Rui Wang, Tong Yu, Junda Wu, Handong Zhao, Sungchul Kim

Automatic Identification of Code-Switching Functions in Speech Transcripts

Ritu Belani, Jeffrey Flanigan

Learned Adapters Are Better Than Manually Designed Adapters

Yuming Zhang, Peng Wang, Ming Tan, Wei Zhu

LaSQuE: Improved Zero-Shot Classification from Explanations Through Quantifier Modeling and Curriculum Learning

Sayan Ghosh, Rakesh R. Menon, Shashank Srivastava

Text Augmentation Using Dataset Reconstruction for Low-Resource Classification

Adir Rahamim, Guy Uziel, Esther Goldbraich, Ateret Anaby Tavor

I Spy a Metaphor: Large Language Models and Diffusion Models Co-Create Visual Metaphors

Tuhin Chakrabarty, Arkadiy Saakyan, Olivia Winn, Artemis Panagopoulou, Yue Yang

Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System

Namo Bang, Jeehyun Lee, Myoung-Wan Koo

Cost-effective Distillation of Large Language Models

Sayantan Dasgupta, Trevor Cohn, Timothy Baldwin

Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization

Liang Chen, Hongru Wang, Yang Deng, Wai Chung Kwan, Zezhong Wang

Modeling Adversarial Attack on Pre-trained Language Models as Sequential Decision Making

Xuanjie Fang, Sijie Cheng, Yang Liu, Wei Wang

HeGeL: A Novel Dataset for Geo-Location from Hebrew Text

Tzuf Paz-Argaman, Tal Bauman, Itai Mondshine, Itzhak Omer, Sagi Dalyot

Another Dead End for Morphological Tags? Perturbed Inputs and Parsing

Alberto Muñoz-Ortiz, David Vilares

Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion

Likang Xiao, Richong Zhang, Zijie Chen, Junfan Chen

Exploiting Commonsense Knowledge about Objects for Visual Activity Recognition

Tianyu Jiang, Ellen Riloff

Incomplete Utterance Rewriting as Sequential Greedy Tagging

Yunshan Chen

Few-shot Low-resource Knowledge Graph Completion with Reinforced Task Generation

Shichao Pei, Qiannan Zhang, Xiangliang Zhang

Controllable Conversation Generation with Conversation Structures via Diffusion Models

Jiaao Chen, Diyi Yang

I run as fast as a rabbit, can you? A Multilingual Simile Dialogues Datasets

Longxuan Ma, Wei-Nan Zhang, Shuhan Zhou, Churui Sun, Changxin Ke

OpenPI-C: A Better Benchmark and Stronger Baseline for Open-Vocabulary State Tracking

Xueqing Wu, Sha Li, Heng Ji

Prompt-Based Metric Learning for Few-Shot NER

Yanru Chen, Yanan Zheng, Zhilin Yang

Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network

Yao Xu, Shizhu He, Li Cai, Kang Liu, Jun Zhao

Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction

Hejing Cao, Dongyan Zhao

Knowledge Graph Embeddings using Neural Ito Process: From Multiple Walks to Stochastic Trajectories

Mojtaba Nayyeri, Bo Xiong, Majid Mohammadi, Mst. Mahfuja Akter, Mirza Mohtashim Alam

DUB: Discrete Unit Back-translation for Speech Translation

Dong Zhang, Rong Ye, Tom Ko, Mingxuan Wang, Yaqian Zhou

Bridge the Gap Between CV and NLP! A Gradient-based Textual Adversarial Attack Framework

Lifan Yuan, Yichi Zhang, Yangyi Chen, Wei Wei

Type Enhanced BERT for Correcting NER Errors

Kuai Li, Chen Chen, Tao Yang, Tianming Du, Peijie Yu

Improving Language Model Integration for Neural Machine Translation

Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney

A New Task and Dataset on Detecting Attacks on Human Rights Defenders

Shihao Ran, Di Lu, Aoife Cahill, Joel Tetreault, Alejandro Jaimes

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

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

Distilling Reasoning Capabilities into Smaller Language Models

Kumar Shridhar, Alessandro Stolfo, Mrinmaya Sachan

Revisiting Sentence Union Generation as a Testbed for Text Consolidation

Eran Hirsch, Valentina Pyatkin, Ruben Wolhandler, Avi Caciularu, Asi Shefer

Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity

Katharina Hämmerl, Alina Fastowski, Jindřich Libovický, Alexander Fraser

Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models

Tannon Kew, Rico Sennrich

FastDiff 2: Revisiting and Incorporating GANs and Diffusion Models in High-Fidelity Speech Synthesis

Rongjie Huang, Yi Ren, Ziyue Jiang, Chenye Cui, Jinglin Liu

Silver Syntax Pre-training for Cross-Domain Relation Extraction

Elisa Bassignana, Filip Ginter, Sampo Pyysalo, Rob van der Goot, Barbara Plank

CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset

Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang

Trade-Offs Between Fairness and Privacy in Language Modeling

Cleo Matzken, Steffen Eger, Ivan Habernal

Words as Gatekeepers: Measuring Discipline-specific Terms and Meanings in Scholarly Publications

Li Lucy, Jesse Dodge, David Bamman, Katherine Keith

Digging out Discrimination Information from Generated Samples for Robust Visual Question Answering

Zhiquan Wen, Yaowei Wang, Mingkui Tan, Qingyao Wu, Qi Wu

Mitigating the Learning Bias towards Repetition by Self-Contrastive Training for Open-Ended Generation

Jian Guan, Minlie Huang

TranSFormer: Slow-Fast Transformer for Machine Translation

Bei Li, Yi Jing, Xu Tan, Zhen Xing, Tong Xiao

Unsupervised Semantic Variation Prediction using the Distribution of Sibling Embeddings

Taichi Aida, Danushka Bollegala

RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question

Alireza Mohammadshahi, Thomas Scialom, Majid Yazdani, Pouya Yanki, Angela Fan

LR-Sum: Summarization for Less-Resourced Languages

Chester Palen-Michel, Constantine Lignos

“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors

Zhiying Jiang, Matthew Yang, Mikhail Tsirlin, Raphael Tang, Yiqin Dai

Distinguishing Address vs. Reference Mentions of Personal Names in Text

Vinodkumar Prabhakaran, Aida Mostafazadeh Davani, Melissa Ferguson, Stav Atir

Listen, Decipher and Sign: Toward Unsupervised Speech-to-Sign Language Recognition

Liming Wang, Junrui Ni, Heting Gao, Jialu Li, Kai Chieh Chang

Medical Dialogue Generation via Dual Flow Modeling

Kaishuai Xu, Wenjun Hou, Yi Cheng, Jian Wang, Wenjie Li

Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination

Jianxin Liang, Chang Liu, Chongyang Tao, Jiazhan Feng, Dongyan Zhao

Residual Prompt Tuning: improving prompt tuning with residual reparameterization

Anastasiia Razdaibiedina, Yuning Mao, Madian Khabsa, Mike Lewis, Rui Hou

TransESC: Smoothing Emotional Support Conversation via Turn-Level State Transition

Weixiang Zhao, Yanyan Zhao, Shilong Wang, Bing Qin

Revisiting Sample Size Determination in Natural Language Understanding

Ernie Chang, Muhammad Hassan Rashid, Pin-Jie Lin, Changsheng Zhao, Vera Demberg