ACL 2023

2,767 papers

Modeling Instance Interactions for Joint Information Extraction with Neural High-Order Conditional Random Field

Zixia Jia, Zhaohui Yan, Wenjuan Han, Zilong Zheng, Kewei Tu

Holistic Prediction on a Time-Evolving Attributed Graph

Shohei Yamasaki, Yuya Sasaki, Panagiotis Karras, makoto onizuka

Learning In-context Learning for Named Entity Recognition

Jiawei Chen, Yaojie Lu, Hongyu Lin, Jie Lou, Wei Jia

Training Models to Generate, Recognize, and Reframe Unhelpful Thoughts

Mounica Maddela, Megan Ung, Jing Xu, Andrea Madotto, Heather Foran

Conjunct Resolution in the Face of Verbal Omissions

Royi Rassin, Yoav Goldberg, Reut Tsarfaty

What is the Real Intention behind this Question? Dataset Collection and Intention Classification

Maryam Sadat Mirzaei, Kourosh Meshgi, Satoshi Sekine

On the Compositional Generalization in Versatile Open-domain Dialogue

Tingchen Fu, Xueliang Zhao, Lemao Liu, Rui Yan

Uncovering and Categorizing Social Biases in Text-to-SQL

Yan Liu, Yan Gao, Zhe Su, Xiaokang Chen, Elliott Ash

Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback

Jing Xu, Megan Ung, Mojtaba Komeili, Kushal Arora, Y-lan Boureau

CHBias: Bias Evaluation and Mitigation of Chinese Conversational Language Models

Jiaxu Zhao, Meng Fang, Zijing Shi, Yitong Li, Ling Chen

Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis

Ta-Chung Chi, Ting-Han Fan, Alexander Rudnicky, Peter Ramadge

Disentangled Phonetic Representation for Chinese Spelling Correction

Zihong Liang, Xiaojun Quan, Qifan Wang

Self-Instruct: Aligning Language Models with Self-Generated Instructions

Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, Alisa Liu, Noah A. Smith

DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles

Tanishq Gupta, Mohd Zaki, Devanshi Khatsuriya, Kausik Hira, N M Anoop Krishnan

Topic-Guided Sampling For Data-Efficient Multi-Domain Stance Detection

Erik Arakelyan, Arnav Arora, Isabelle Augenstein

PEIT: Bridging the Modality Gap with Pre-trained Models for End-to-End Image Translation

Shaolin Zhu, Shangjie Li, Yikun Lei, Deyi Xiong

MVP-Tuning: Multi-View Knowledge Retrieval with Prompt Tuning for Commonsense Reasoning

Yongfeng Huang, Yanyang Li, Yichong Xu, Lin Zhang, Ruyi Gan

PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts

Yunshui Li, Binyuan Hui, ZhiChao Yin, Min Yang, Fei Huang

Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding

Haoli Bai, Zhiguang Liu, Xiaojun Meng, Li Wentao, Shuang Liu

C-STANCE: A Large Dataset for Chinese Zero-Shot Stance Detection

Chenye Zhao, Yingjie Li, Cornelia Caragea

On Complementarity Objectives for Hybrid Retrieval

Dohyeon Lee, Seung-won Hwang, Kyungjae Lee, Seungtaek Choi, Sunghyun Park

Attention as a Guide for Simultaneous Speech Translation

Sara Papi, Matteo Negri, Marco Turchi

CTC-based Non-autoregressive Speech Translation

Chen Xu, Xiaoqian Liu, Xiaowen Liu, Qingxuan Sun, Yuhao Zhang

Shrinking Embeddings for Hyper-Relational Knowledge Graphs

Bo Xiong, Mojtaba Nayyeri, Shirui Pan, Steffen Staab

Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths

Xiangqing Shen, Siwei Wu, Rui Xia

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language

Nuwa Xi, Sendong Zhao, Haochun Wang, Chi Liu, Bing Qin

KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Lingzhi Wang, Tong Chen, Wei Yuan, Xingshan Zeng, Kam-Fai Wong

Continual Contrastive Finetuning Improves Low-Resource Relation Extraction

Wenxuan Zhou, Sheng Zhang, Tristan Naumann, Muhao Chen, Hoifung Poon

Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models

Qinhong Zhou, Zonghan Yang, Peng Li, Yang Liu

VLN-Trans: Translator for the Vision and Language Navigation Agent

Yue Zhang, Parisa Kordjamshidi

Do Question Answering Modeling Improvements Hold Across Benchmarks?

Nelson F. Liu, Tony Lee, Robin Jia, Percy Liang

Language of Bargaining

Mourad Heddaya, Solomon Dworkin, Chenhao Tan, Rob Voigt, Alexander Zentefis

The Elephant in the Room: Analyzing the Presence of Big Tech in Natural Language Processing Research

Mohamed Abdalla, Jan Philip Wahle, Terry Ruas, Aurélie Névéol, Fanny Ducel

CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning

Weiqi Wang, Tianqing Fang, Baixuan Xu, Chun Yi Louis Bo, Yangqiu Song

A Cross-Modality Context Fusion and Semantic Refinement Network for Emotion Recognition in Conversation

Xiaoheng Zhang, Yang Li

ExplainMeetSum: A Dataset for Explainable Meeting Summarization Aligned with Human Intent

Hyun Kim, Minsoo Cho, Seung-Hoon Na

Extrinsic Evaluation of Machine Translation Metrics

Nikita Moghe, Tom Sherborne, Mark Steedman, Alexandra Birch

Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline

Mengying Lu, Yuquan Wang, Jifan Yu, Yexing Du, Lei Hou

mCLIP: Multilingual CLIP via Cross-lingual Transfer

Guanhua Chen, Lu Hou, Yun Chen, Wenliang Dai, Lifeng Shang

Exploring and Verbalizing Academic Ideas by Concept Co-occurrence

Yi Xu, Shuqian Sheng, Bo Xue, Luoyi Fu, Xinbing Wang

A Crosslingual Investigation of Conceptualization in 1335 Languages

Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei

BITE: Textual Backdoor Attacks with Iterative Trigger Injection

Jun Yan, Vansh Gupta, Xiang Ren

Model-Generated Pretraining Signals Improves Zero-Shot Generalization of Text-to-Text Transformers

Linyuan Gong, Chenyan Xiong, Xiaodong Liu, Payal Bajaj, Yiqing Xie

TAGPRIME: A Unified Framework for Relational Structure Extraction

I-Hung Hsu, Kuan-Hao Huang, Shuning Zhang, Wenxin Cheng, Prem Natarajan

Gloss-Free End-to-End Sign Language Translation

Kezhou Lin, Xiaohan Wang, Linchao Zhu, Ke Sun, Bang Zhang

PuMer: Pruning and Merging Tokens for Efficient Vision Language Models

Qingqing Cao, Bhargavi Paranjape, Hannaneh Hajishirzi

An AMR-based Link Prediction Approach for Document-level Event Argument Extraction

Yuqing Yang, Qipeng Guo, Xiangkun Hu, Yue Zhang, Xipeng Qiu

RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue

Zhengliang Shi, Weiwei Sun, Shuo Zhang, Zhen Zhang, Pengjie Ren

UniSumm and SummZoo: Unified Model and Diverse Benchmark for Few-Shot Summarization

Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu

Is Fine-tuning Needed? Pre-trained Language Models Are Near Perfect for Out-of-Domain Detection

Rheeya Uppaal, Junjie Hu, Yixuan Li

BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics

Liang Ma, Shuyang Cao, Robert L Logan IV, Di Lu, Shihao Ran

MGR: Multi-generator Based Rationalization

Wei Liu, Haozhao Wang, Jun Wang, Ruixuan Li, Xinyang Li

MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering

Fangyu Liu, Francesco Piccinno, Syrine Krichene, Chenxi Pang, Kenton Lee

Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization

Artidoro Pagnoni, Alex Fabbri, Wojciech Kryscinski, Chien-Sheng Wu

Reanalyzing L2 Preposition Learning with Bayesian Mixed Effects and a Pretrained Language Model

Jakob Prange, Man Ho Ivy Wong

Improving the Detection of Multilingual Online Attacks with Rich Social Media Data from Singapore

Janosch Haber, Bertie Vidgen, Matthew Chapman, Vibhor Agarwal, Roy Ka-Wei Lee

Effective Contrastive Weighting for Dense Query Expansion

Xiao Wang, Sean MacAvaney, Craig Macdonald, Iadh Ounis

ETHICIST: Targeted Training Data Extraction Through Loss Smoothed Soft Prompting and Calibrated Confidence Estimation

Zhexin Zhang, Jiaxin Wen, Minlie Huang

Understanding In-Context Learning via Supportive Pretraining Data

Xiaochuang Han, Daniel Simig, Todor Mihaylov, Yulia Tsvetkov, Asli Celikyilmaz

Unsupervised Selective Rationalization with Noise Injection

Adam Storek, Melanie Subbiah, Kathleen McKeown

DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function

Haiming Wang, Ye Yuan, Zhengying Liu, Jianhao Shen, Yichun Yin

Learning Latent Relations for Temporal Knowledge Graph Reasoning

Mengqi Zhang, Yuwei Xia, Qiang Liu, Shu Wu, Liang Wang

Controllable Text Generation via Probability Density Estimation in the Latent Space

Yuxuan Gu, Xiaocheng Feng, Sicheng Ma, Lingyuan Zhang, Heng Gong

Large-scale Lifelong Learning of In-context Instructions and How to Tackle It

Jisoo Mok, Jaeyoung Do, Sungjin Lee, Tara Taghavi, Seunghak Yu

HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation

Qianyu He, Yikai Zhang, Jiaqing Liang, Yuncheng Huang, Yanghua Xiao

Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?

Yuxin He, Jingyue Hu, Buzhou Tang

Neural Machine Translation Methods for Translating Text to Sign Language Glosses

Dele Zhu, Vera Czehmann, Eleftherios Avramidis

Hints on the data for language modeling of synthetic languages with transformers

Rodolfo Zevallos, Núria Bel

PromptNER: Prompt Locating and Typing for Named Entity Recognition

Yongliang Shen, Zeqi Tan, Shuhui Wu, Wenqi Zhang, Rongsheng Zhang

What’s the Meaning of Superhuman Performance in Today’s NLU?

Simone Tedeschi, Johan Bos, Thierry Declerck, Jan Hajic, Daniel Hershcovich

Improving Domain Generalization for Prompt-Aware Essay Scoring via Disentangled Representation Learning

Zhiwei Jiang, Tianyi Gao, Yafeng Yin, Meng Liu, Hua Yu

Hybrid Transducer and Attention based Encoder-Decoder Modeling for Speech-to-Text Tasks

Yun Tang, Anna Sun, Hirofumi Inaguma, Xinyue Chen, Ning Dong

Transforming Visual Scene Graphs to Image Captions

Xu Yang, Jiawei Peng, Zihua Wang, Haiyang Xu, Qinghao Ye

Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic Languages

Sumanth Doddapaneni, Rahul Aralikatte, Gowtham Ramesh, Shreya Goyal, Mitesh M. Khapra

Best-k Search Algorithm for Neural Text Generation

Jiacheng Xu, Caiming Xiong, Silvio Savarese, Yingbo Zhou

WikiBio: a Semantic Resource for the Intersectional Analysis of Biographical Events

Marco Antonio Stranisci, Rossana Damiano, Enrico Mensa, Viviana Patti, Daniele Radicioni

Hard Sample Aware Prompt-Tuning

Yuanjian Xu, Qi An, Jiahuan Zhang, Peng Li, Zaiqing Nie

Accelerating Transformer Inference for Translation via Parallel Decoding

Andrea Santilli, Silvio Severino, Emilian Postolache, Valentino Maiorca, Michele Mancusi

Resolving Indirect Referring Expressions for Entity Selection

Mohammad Javad Hosseini, Filip Radlinski, Silvia Pareti, Annie Louis

Contrastive Decoding: Open-ended Text Generation as Optimization

Xiang Lisa Li, Ari Holtzman, Daniel Fried, Percy Liang, Jason Eisner

Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis

Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing

PAL to Lend a Helping Hand: Towards Building an Emotion Adaptive Polite and Empathetic Counseling Conversational Agent

Kshitij Mishra, Priyanshu Priya, Asif Ekbal

XDailyDialog: A Multilingual Parallel Dialogue Corpus

Zeming Liu, Ping Nie, Jie Cai, Haifeng Wang, Zheng-Yu Niu

Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach

Liyan Xu, Chenwei Zhang, Xian Li, Jingbo Shang, Jinho D. Choi

Downstream Datasets Make Surprisingly Good Pretraining Corpora

Kundan Krishna, Saurabh Garg, Jeffrey Bigham, Zachary Lipton

A Simple and Flexible Modeling for Mental Disorder Detection by Learning from Clinical Questionnaires

Hoyun Song, Jisu Shin, Huije Lee, Jong Park

DSRM: Boost Textual Adversarial Training with Distribution Shift Risk Minimization

Songyang Gao, Shihan Dou, Yan Liu, Xiao Wang, Qi Zhang

Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction

Di Luo, Weiheng Liao, Shuqi Li, Xin Cheng, Rui Yan

Federated Learning for Semantic Parsing: Task Formulation, Evaluation Setup, New Algorithms

Tianshu Zhang, Changchang Liu, Wei-Han Lee, Yu Su, Huan Sun

WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings

Wenjie Zhuo, Yifan Sun, Xiaohan Wang, Linchao Zhu, Yi Yang

Trigger Warning Assignment as a Multi-Label Document Classification Problem

Matti Wiegmann, Magdalena Wolska, Christopher Schröder, Ole Borchardt, Benno Stein

Dealing with Semantic Underspecification in Multimodal NLP

Sandro Pezzelle

On the Blind Spots of Model-Based Evaluation Metrics for Text Generation

Tianxing He, Jingyu Zhang, Tianle Wang, Sachin Kumar, Kyunghyun Cho

Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval

John Wieting, Jonathan Clark, William Cohen, Graham Neubig, Taylor Berg-Kirkpatrick

Model-Based Simulation for Optimising Smart Reply

Benjamin Towle, Ke Zhou

Generic Temporal Reasoning with Differential Analysis and Explanation

Yu Feng, Ben Zhou, Haoyu Wang, Helen Jin, Dan Roth

UPPAM: A Unified Pre-training Architecture for Political Actor Modeling based on Language

Xinyi Mou, zhongyu wei, Qi Zhang, Xuanjing Huang

Generalizing Backpropagation for Gradient-Based Interpretability

Kevin Du, Lucas Torroba Hennigen, Niklas Stoehr, Alex Warstadt, Ryan Cotterell

Towards Domain-Agnostic and Domain-Adaptive Dementia Detection from Spoken Language

Shahla Farzana, Natalie Parde

Product Question Answering in E-Commerce: A Survey

Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam