ACL 2023

2,767 papers

Mapping Brains with Language Models: A Survey

Antonia Karamolegkou, Mostafa Abdou, Anders Søgaard

Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization

Jiawen Xie, Qi Su, Shaoting Zhang, Xiaofan Zhang

Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning

Boyu Wang, Linhai Zhang, Deyu Zhou, Yi Cao, Jiandong Ding

Diable: Efficient Dialogue State Tracking as Operations on Tables

Pietro Lesci, Yoshinari Fujinuma, Momchil Hardalov, Chao Shang, Yassine Benajiba

Are Intermediate Layers and Labels Really Necessary? A General Language Model Distillation Method

Shicheng Tan, Weng Lam Tam, Yuanchun Wang, Wenwen Gong, Shu Zhao

NatCS: Eliciting Natural Customer Support Dialogues

James Gung, Emily Moeng, Wesley Rose, Arshit Gupta, Yi Zhang

An Empirical Study of Sentiment-Enhanced Pre-Training for Aspect-Based Sentiment Analysis

Yice Zhang, Yifan Yang, Bin Liang, Shiwei Chen, Bing Qin

From Adversarial Arms Race to Model-centric Evaluation: Motivating a Unified Automatic Robustness Evaluation Framework

Yangyi Chen, Hongcheng Gao, Ganqu Cui, Lifan Yuan, Dehan Kong

Delving into the Openness of CLIP

Shuhuai Ren, Lei Li, Xuancheng Ren, Guangxiang Zhao, Xu Sun

ORCA: A Challenging Benchmark for Arabic Language Understanding

AbdelRahim Elmadany, ElMoatez Billah Nagoudi, Muhammad Abdul-Mageed

On the Off-Target Problem of Zero-Shot Multilingual Neural Machine Translation

Liang Chen, Shuming Ma, Dongdong Zhang, Furu Wei, Baobao Chang

A Pilot Study on Dialogue-Level Dependency Parsing for Chinese

Gongyao Jiang, Shuang Liu, Meishan Zhang, Min Zhang

Counterfactuals of Counterfactuals: a back-translation-inspired approach to analyse counterfactual editors

George Filandrianos, Edmund Dervakos, Orfeas Menis Mastromichalakis, Chrysoula Zerva, Giorgos Stamou

Large Language Models Are Partially Primed in Pronoun Interpretation

Suet-Ying Lam, Qingcheng Zeng, Kexun Zhang, Chenyu You, Rob Voigt

AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks

Xinyi He, Mengyu Zhou, Mingjie Zhou, Jialiang Xu, Xiao Lv

Visual Coherence Loss for Coherent and Visually Grounded Story Generation

Xudong Hong, Vera Demberg, Asad Sayeed, Qiankun Zheng, Bernt Schiele

Controlled Text Generation with Hidden Representation Transformations

Vaibhav Kumar, Hana Koorehdavoudi, Masud Moshtaghi, Amita Misra, Ankit Chadha

Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences

Chaojun Wang, Yang Liu, Wai Lam

Spontaneous gestures encoded by hand positions improve language models: An Information-Theoretic motivated study

Yang Xu, Yang Cheng

Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction

Hao Fei, Meishan Zhang, Min Zhang, Tat-Seng Chua

Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models

Saleh Soltan, Andy Rosenbaum, Tobias Falke, Qin Lu, Anna Rumshisky

Leveraging Synthetic Targets for Machine Translation

Sarthak Mittal, Oleksii Hrinchuk, Oleksii Kuchaiev

Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction

Kosuke Yamada, Ryohei Sasano, Koichi Takeda

Teaching the Pre-trained Model to Generate Simple Texts for Text Simplification

Renliang Sun, Wei Xu, Xiaojun Wan

Improving Grammatical Error Correction with Multimodal Feature Integration

Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao

GUMSum: Multi-Genre Data and Evaluation for English Abstractive Summarization

Yang Janet Liu, Amir Zeldes

Sentence Ordering with a Coherence Verifier

Sainan Jia, Wei Song, Jiefu Gong, Shijin Wang, Ting Liu

Prompted Opinion Summarization with GPT-3.5

Adithya Bhaskar, Alex Fabbri, Greg Durrett

Zero-shot Visual Question Answering with Language Model Feedback

Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen

Multilingual Multi-Figurative Language Detection

Huiyuan Lai, Antonio Toral, Malvina Nissim

Investigating Transformer-Guided Chaining for Interpretable Natural Logic Reasoning

Kanagasabai Rajaraman, Saravanan Rajamanickam, Wei Shi

Yes, this Way! Learning to Ground Referring Expressions into Actions with Intra-episodic Feedback from Supportive Teachers

Philipp Sadler, Sherzod Hakimov, David Schlangen

The Devil is in the Details: On the Pitfalls of Event Extraction Evaluation

Hao Peng, Xiaozhi Wang, Feng Yao, Kaisheng Zeng, Lei Hou

A Multi-task Learning Framework for Quality Estimation

Sourabh Deoghare, Paramveer Choudhary, Diptesh Kanojia, Tharindu Ranasinghe, Pushpak Bhattacharyya

Human-in-the-loop Abstractive Dialogue Summarization

Jiaao Chen, Mohan Dodda, Diyi Yang

Enhancing Cross-lingual Transfer via Phonemic Transcription Integration

Hoang Nguyen, Chenwei Zhang, Tao Zhang, Eugene Rohrbaugh, Philip Yu

Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods

Josip Jukić, Martin Tutek, Jan Šnajder

Language Agnostic Multilingual Information Retrieval with Contrastive Learning

Xiyang Hu, Xinchi Chen, Peng Qi, Deguang Kong, Kunlun Liu

AutoMoE: Heterogeneous Mixture-of-Experts with Adaptive Computation for Efficient Neural Machine Translation

Ganesh Jawahar, Subhabrata Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed

World Models for Math Story Problems

Andreas Opedal, Niklas Stoehr, Abulhair Saparov, Mrinmaya Sachan

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks

Xuming Hu, Yong Jiang, Aiwei Liu, Zhongqiang Huang, Pengjun Xie

CoAug: Combining Augmentation of Labels and Labelling Rules

Rakesh R. Menon, Bingqing Wang, Jun Araki, Zhengyu Zhou, Zhe Feng

Data-Efficient Finetuning Using Cross-Task Nearest Neighbors

Hamish Ivison, Noah A. Smith, Hannaneh Hajishirzi, Pradeep Dasigi

Learning to Leverage High-Order Medical Knowledge Graph for Joint Entity and Relation Extraction

Zhe Yang, Yi Huang, Junlan Feng

The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code

Xiao Liu, Da Yin, Chen Zhang, Yansong Feng, Dongyan Zhao

Pruning Pre-trained Language Models with Principled Importance and Self-regularization

Siyu Ren, Kenny Zhu

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction

Qian Li, Shu Guo, Cheng Ji, Xutan Peng, Shiyao Cui

Zero-Shot Classification by Logical Reasoning on Natural Language Explanations

Chi Han, Hengzhi Pei, Xinya Du, Heng Ji

Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator

Ziwei He, Meng Yang, Minwei Feng, Jingcheng Yin, Xinbing Wang

Adaptive Contrastive Knowledge Distillation for BERT Compression

Jinyang Guo, Jiaheng Liu, Zining Wang, Yuqing Ma, Ruihao Gong

What to Fuse and How to Fuse: Exploring Emotion and Personality Fusion Strategies for Explainable Mental Disorder Detection

Sourabh Zanwar, Xiaofei Li, Daniel Wiechmann, Yu Qiao, Elma Kerz

Improving Diachronic Word Sense Induction with a Nonparametric Bayesian method

Ashjan Alsulaimani, Erwan Moreau

CIF-PT: Bridging Speech and Text Representations for Spoken Language Understanding via Continuous Integrate-and-Fire Pre-Training

Linhao Dong, Zhecheng An, Peihao Wu, Jun Zhang, Lu Lu

PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition

Sihao Chen, Senaka Buthpitiya, Alex Fabrikant, Dan Roth, Tal Schuster

In-context Examples Selection for Machine Translation

Sweta Agrawal, Chunting Zhou, Mike Lewis, Luke Zettlemoyer, Marjan Ghazvininejad

Assessing Word Importance Using Models Trained for Semantic Tasks

Dávid Javorský, Ondřej Bojar, François Yvon

ActiveAED: A Human in the Loop Improves Annotation Error Detection

Leon Weber, Barbara Plank

Defending against Insertion-based Textual Backdoor Attacks via Attribution

Jiazhao Li, Zhuofeng Wu, Wei Ping, Chaowei Xiao, V.G. Vinod Vydiswaran

It is a Bird Therefore it is a Robin: On BERT’s Internal Consistency Between Hypernym Knowledge and Logical Words

Nicolas Guerin, Emmanuel Chemla

From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment

Yu Zhao, Yike Wu, Xiangrui Cai, Ying Zhang, Haiwei Zhang

MVP: Multi-task Supervised Pre-training for Natural Language Generation

Tianyi Tang, Junyi Li, Wayne Xin Zhao, Ji-Rong Wen

Segment-Level and Category-Oriented Network for Knowledge-Based Referring Expression Comprehension

Yuqi Bu, Xin Wu, Liuwu Li, Yi Cai, Qiong Liu

An Effective Deployment of Contrastive Learning in Multi-label Text Classification

Nankai Lin, Guanqiu Qin, Gang Wang, Dong Zhou, Aimin Yang

Clustering-Aware Negative Sampling for Unsupervised Sentence Representation

JInghao Deng, Fanqi Wan, Tao Yang, Xiaojun Quan, Rui Wang

Feature Interactions Reveal Linguistic Structure in Language Models

Jaap Jumelet, Willem Zuidema

RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs

Xukai Liu, Kai Zhang, Ye Liu, Enhong Chen, Zhenya Huang

AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities

Zhongzhi Chen, Guang Liu, Bo-Wen Zhang, Qinghong Yang, Ledell Wu

Do Large Language Models Know What They Don’t Know?

Zhangyue Yin, Qiushi Sun, Qipeng Guo, Jiawen Wu, Xipeng Qiu

Solving Cosine Similarity Underestimation between High Frequency Words by ℓ2 Norm Discounting

Saeth Wannasuphoprasit, Yi Zhou, Danushka Bollegala

Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data

Qingyu Tan, Lu Xu, Lidong Bing, Hwee Tou Ng

Entropy-guided Vocabulary Augmentation of Multilingual Language Models for Low-resource Tasks

Arijit Nag, Bidisha Samanta, Animesh Mukherjee, Niloy Ganguly, Soumen Chakrabarti

Sentiment Analysis using the Relationship between Users and Products

Natthawut Kertkeidkachorn, Kiyoaki Shirai

Adaptive Attention for Sparse-based Long-sequence Transformer

Xuanyu Zhang, Zhepeng Lv, Qing Yang

Kanbun-LM: Reading and Translating Classical Chinese in Japanese Methods by Language Models

Hao Wang, Hirofumi Shimizu, Daisuke Kawahara

Bi-level Finetuning with Task-dependent Similarity Structure for Low-resource Training

Sai Ashish Somayajula, Lifeng Jin, Linfeng Song, Haitao Mi, Dong Yu

Retrieval-augmented Video Encoding for Instructional Captioning

Yeonjoon Jung, Minsoo Kim, Seungtaek Choi, Jihyuk Kim, Minji Seo

DiMS: Distilling Multiple Steps of Iterative Non-Autoregressive Transformers for Machine Translation

Sajad Norouzi, Rasa Hosseinzadeh, Felipe Perez, Maksims Volkovs

Do transformer models do phonology like a linguist?

Saliha Muradoglu, Mans Hulden

Aligning Offline Metrics and Human Judgments of Value for Code Generation Models

Victor Dibia, Adam Fourney, Gagan Bansal, Forough Poursabzi-Sangdeh, Han Liu

Neural Architecture Search for Parameter-Efficient Fine-tuning of Large Pre-trained Language Models

Neal Lawton, Anoop Kumar, Govind Thattai, Aram Galstyan, Greg Ver Steeg

Learning to Rank Utterances for Query-Focused Meeting Summarization

Xingxian Liu, Yajing Xu

Multi-Dimensional Evaluation of Text Summarization with In-Context Learning

Sameer Jain, Vaishakh Keshava, Swarnashree Mysore Sathyendra, Patrick Fernandes, Pengfei Liu

Constructing Procedural Graphs with Multiple Dependency Relations: A New Dataset and Baseline

Haopeng Ren, Yushi Zeng, Yi Cai, Bihan Zhou, Zetao Lian

BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation

Liyan Kang, Luyang Huang, Ningxin Peng, Peihao Zhu, Zewei Sun

Data Augmentation for Low-Resource Keyphrase Generation

Krishna Garg, Jishnu Ray Chowdhury, Cornelia Caragea

Fixed Input Parameterization for Efficient Prompting

Eunbi Choi, Yongrae Jo, Joel Jang, Joonwon Jang, Minjoon Seo

Constructing Word-Context-Coupled Space Aligned with Associative Knowledge Relations for Interpretable Language Modeling

Fanyu Wang, Zhenping Xie

So many design choices: Improving and interpreting neural agent communication in signaling games

Timothée Bernard, Timothee Mickus

GRACE: Gradient-guided Controllable Retrieval for Augmenting Attribute-based Text Generation

Zhihua Wen, Zhiliang Tian, Zhen Huang, Yuxin Yang, Zexin Jian

Unsupervised Summarization Re-ranking

Mathieu Ravaut, Shafiq Joty, Nancy Chen

Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages

Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze

What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning

Jane Pan, Tianyu Gao, Howard Chen, Danqi Chen

Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table

Sunjun Kweon, Yeonsu Kwon, Seonhee Cho, Yohan Jo, Edward Choi

Multi-lingual and Multi-cultural Figurative Language Understanding

Anubha Kabra, Emmy Liu, Simran Khanuja, Alham Fikri Aji, Genta Winata

Towards Distribution-shift Robust Text Classification of Emotional Content

Luana Bulla, Aldo Gangemi, Misael Mongiovi’

Reconstruction Probing

Najoung Kim, Jatin Khilnani, Alex Warstadt, Abdelrahim Qaddoumi

Evaluation for Change

Rishi Bommasani

MTCue: Learning Zero-Shot Control of Extra-Textual Attributes by Leveraging Unstructured Context in Neural Machine Translation

Sebastian Vincent, Robert Flynn, Carolina Scarton

Forecasting Earnings Surprises from Conference Call Transcripts

Ross Koval, Nicholas Andrews, Xifeng Yan

AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis

Ru Zhou, Wenya Guo, Xumeng Liu, Shenglong Yu, Ying Zhang