ACL 2023

2,767 papers

In-sample Curriculum Learning by Sequence Completion for Natural Language Generation

Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Zhu

Transfer and Active Learning for Dissonance Detection: Addressing the Rare-Class Challenge

Vasudha Varadarajan, Swanie Juhng, Syeda Mahwish, Xiaoran Liu, Jonah Luby

MultiCapCLIP: Auto-Encoding Prompts for Zero-Shot Multilingual Visual Captioning

Bang Yang, Fenglin Liu, Xian Wu, Yaowei Wang, Xu Sun

CITADEL: Conditional Token Interaction via Dynamic Lexical Routing for Efficient and Effective Multi-Vector Retrieval

Minghan Li, Sheng-Chieh Lin, Barlas Oguz, Asish Ghoshal, Jimmy Lin

ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market Domain

Mike Zhang, Rob van der Goot, Barbara Plank

Question-Answering in a Low-resourced Language: Benchmark Dataset and Models for Tigrinya

Fitsum Gaim, Wonsuk Yang, Hancheol Park, Jong Park

Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale

Hritik Bansal, Karthik Gopalakrishnan, Saket Dingliwal, Sravan Bodapati, Katrin Kirchhoff

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?

Chengwei Qin, Shafiq Joty, Qian Li, Ruochen Zhao

Contrastive Novelty-Augmented Learning: Anticipating Outliers with Large Language Models

Albert Xu, Xiang Ren, Robin Jia

SLABERT Talk Pretty One Day: Modeling Second Language Acquisition with BERT

Aditya Yadavalli, Alekhya Yadavalli, Vera Tobin

From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models

Shangbin Feng, Chan Young Park, Yuhan Liu, Yulia Tsvetkov

Grounding Characters and Places in Narrative Text

Sandeep Soni, Amanpreet Sihra, Elizabeth Evans, Matthew Wilkens, David Bamman

Logic-driven Indirect Supervision: An Application to Crisis Counseling

Mattia Medina Grespan, Meghan Broadbent, Xinyao Zhang, Katherine Axford, Brent Kious

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting

Zheng Xin Yong, Hailey Schoelkopf, Niklas Muennighoff, Alham Fikri Aji, David Ifeoluwa Adelani

Hybrid Uncertainty Quantification for Selective Text Classification in Ambiguous Tasks

Artem Vazhentsev, Gleb Kuzmin, Akim Tsvigun, Alexander Panchenko, Maxim Panov

GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding

Jia-Chen Gu, Zhenhua Ling, Quan Liu, Cong Liu, Guoping Hu

Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors

Liyan Tang, Tanya Goyal, Alex Fabbri, Philippe Laban, Jiacheng Xu

MIR-GAN: Refining Frame-Level Modality-Invariant Representations with Adversarial Network for Audio-Visual Speech Recognition

Yuchen Hu, Chen Chen, Ruizhe Li, Heqing Zou, Eng Siong Chng

Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing

Chengyue Jiang, Wenyang Hui, Yong Jiang, Xiaobin Wang, Pengjun Xie

SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov

Query-Efficient Black-Box Red Teaming via Bayesian Optimization

Deokjae Lee, JunYeong Lee, Jung-Woo Ha, Jin-Hwa Kim, Sang-Woo Lee

Neural Machine Translation for Mathematical Formulae

Felix Petersen, Moritz Schubotz, Andre Greiner-Petter, Bela Gipp

DARE: Towards Robust Text Explanations in Biomedical and Healthcare Applications

Adam Ivankay, Mattia Rigotti, Pascal Frossard

Contrastive Error Attribution for Finetuned Language Models

Faisal Ladhak, Esin Durmus, Tatsunori Hashimoto

Single Sequence Prediction over Reasoning Graphs for Multi-hop QA

Gowtham Ramesh, Makesh Narsimhan Sreedhar, Junjie Hu

MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning

Zhiyang Xu, Ying Shen, Lifu Huang

Constrained Tuple Extraction with Interaction-Aware Network

Xiaojun Xue, Chunxia Zhang, Tianxiang Xu, Zhendong Niu

Introducing Semantics into Speech Encoders

Derek Xu, Shuyan Dong, Changhan Wang, Suyoun Kim, Zhaojiang Lin

A New Aligned Simple German Corpus

Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke

Multi-granularity Temporal Question Answering over Knowledge Graphs

Ziyang Chen, Jinzhi Liao, Xiang Zhao

Counterfactual Active Learning for Out-of-Distribution Generalization

Xun Deng, Wenjie Wang, Fuli Feng, Hanwang Zhang, Xiangnan He

Multi-source Semantic Graph-based Multimodal Sarcasm Explanation Generation

Liqiang Jing, Xuemeng Song, Kun Ouyang, Mengzhao Jia, Liqiang Nie

AlignScore: Evaluating Factual Consistency with A Unified Alignment Function

Yuheng Zha, Yichi Yang, Ruichen Li, Zhiting Hu

An Inclusive Notion of Text

Ilia Kuznetsov, Iryna Gurevych

Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations

Chenglei Si, Dan Friedman, Nitish Joshi, Shi Feng, Danqi Chen

HINT: Hypernetwork Instruction Tuning for Efficient Zero- and Few-Shot Generalisation

Hamish Ivison, Akshita Bhagia, Yizhong Wang, Hannaneh Hajishirzi, Matthew Peters

ClarifyDelphi: Reinforced Clarification Questions with Defeasibility Rewards for Social and Moral Situations

Valentina Pyatkin, Jena D. Hwang, Vivek Srikumar, Ximing Lu, Liwei Jiang

How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases

Aaron Mueller, Tal Linzen

Few-shot Event Detection: An Empirical Study and a Unified View

Yubo Ma, Zehao Wang, Yixin Cao, Aixin Sun

Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog

Fanqi Wan, Weizhou Shen, Ke Yang, Xiaojun Quan, Wei Bi

Is GPT-3 a Good Data Annotator?

Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li

Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning

Tianxiang Sun, Zhengfu He, Qin Zhu, Xipeng Qiu, Xuanjing Huang

I Cast Detect Thoughts: Learning to Converse and Guide with Intents and Theory-of-Mind in Dungeons and Dragons

Pei Zhou, Andrew Zhu, Jennifer Hu, Jay Pujara, Xiang Ren

OD-RTE: A One-Stage Object Detection Framework for Relational Triple Extraction

Jinzhong Ning, Zhihao Yang, Yuanyuan Sun, Zhizheng Wang, Hongfei Lin

Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models

Junmo Kang, Wei Xu, Alan Ritter

WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction

Qiyu Wu, Masaaki Nagata, Yoshimasa Tsuruoka

Multitask Pretraining with Structured Knowledge for Text-to-SQL Generation

Robert Giaquinto, Dejiao Zhang, Benjamin Kleiner, Yang Li, Ming Tan

Attractive Storyteller: Stylized Visual Storytelling with Unpaired Text

Dingyi Yang, Qin Jin

How Do In-Context Examples Affect Compositional Generalization?

Shengnan An, Zeqi Lin, Qiang Fu, Bei Chen, Nanning Zheng

TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation

Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu

Your spouse needs professional help: Determining the Contextual Appropriateness of Messages through Modeling Social Relationships

David Jurgens, Agrima Seth, Jackson Sargent, Athena Aghighi, Michael Geraci

AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model

I-Hung Hsu, Zhiyu Xie, Kuan-Hao Huang, Prem Natarajan, Nanyun Peng

Combo of Thinking and Observing for Outside-Knowledge VQA

Qingyi Si, Yuchen Mo, Zheng Lin, Huishan Ji, Weiping Wang

Label-Aware Hyperbolic Embeddings for Fine-grained Emotion Classification

Chih Yao Chen, Tun Min Hung, Yi-Li Hsu, Lun-Wei Ku

Rehearsal-free Continual Language Learning via Efficient Parameter Isolation

Zhicheng Wang, Yufang Liu, Tao Ji, Xiaoling Wang, Yuanbin Wu

Weakly-Supervised Spoken Video Grounding via Semantic Interaction Learning

Ye Wang, Wang Lin, Shengyu Zhang, Tao Jin, Linjun Li

Semantic Structure Enhanced Event Causality Identification

Zhilei Hu, Zixuan Li, Xiaolong Jin, Long Bai, Saiping Guan

MasakhaPOS: Part-of-Speech Tagging for Typologically Diverse African languages

Cheikh M. Bamba Dione, David Ifeoluwa Adelani, Peter Nabende, Jesujoba Alabi, Thapelo Sindane

A Synthetic Data Generation Framework for Grounded Dialogues

Jianzhu Bao, Rui Wang, Yasheng Wang, Aixin Sun, Yitong Li

A Novel Table-to-Graph Generation Approach for Document-Level Joint Entity and Relation Extraction

Ruoyu Zhang, Yanzeng Li, Lei Zou

Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations

Dou Hu, Yinan Bao, Lingwei Wei, Wei Zhou, Songlin Hu

f-Divergence Minimization for Sequence-Level Knowledge Distillation

Yuqiao Wen, Zichao Li, Wenyu Du, Lili Mou

CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification

Meiqi Chen, Yixin Cao, Yan Zhang, Zhiwei Liu

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation

Xuan Long Do, Bowei Zou, Shafiq Joty, Tran Tai, Liangming Pan

Simple and Effective Unsupervised Speech Translation

Changhan Wang, Hirofumi Inaguma, Peng-Jen Chen, Ilia Kulikov, Yun Tang

A Multi-Modal Context Reasoning Approach for Conditional Inference on Joint Textual and Visual Clues

Yunxin Li, Baotian Hu, Chen Xinyu, Yuxin Ding, Lin Ma

Rethinking Masked Language Modeling for Chinese Spelling Correction

Hongqiu Wu, Shaohua Zhang, Yuchen Zhang, Hai Zhao

Target-Side Augmentation for Document-Level Machine Translation

Guangsheng Bao, Zhiyang Teng, Yue Zhang

A dynamic programming algorithm for span-based nested named-entity recognition in O(n2)

Caio Corro

Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion?

Juanhui Li, Harry Shomer, Jiayuan Ding, Yiqi Wang, Yao Ma

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages

Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong

Two Birds One Stone: Dynamic Ensemble for OOD Intent Classification

Yunhua Zhou, Jianqiang Yang, Pengyu Wang, Xipeng Qiu

Plug-and-Play Knowledge Injection for Pre-trained Language Models

Zhengyan Zhang, Zhiyuan Zeng, Yankai Lin, Huadong Wang, Deming Ye

A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment

Jiyue Jiang, Sheng wang, Qintong Li, Lingpeng Kong, Chuan Wu

Unsupervised Open-domain Keyphrase Generation

Lam Thanh Do, Pritom Saha Akash, Kevin Chen-Chuan Chang

GreenKGC: A Lightweight Knowledge Graph Completion Method

Yun Cheng Wang, Xiou Ge, Bin Wang, C.-C. Jay Kuo

Syntax and Geometry of Information

Raphael Bailly, Laurent Leblond, Kata Gábor

A Universal Discriminator for Zero-Shot Generalization

Haike Xu, Zongyu Lin, Jing Zhou, Yanan Zheng, Zhilin Yang

Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution

Nupoor Gandhi, Anjalie Field, Emma Strubell

What are the Desired Characteristics of Calibration Sets? Identifying Correlates on Long Form Scientific Summarization

Griffin Adams, Bichlien Nguyen, Jake Smith, Yingce Xia, Shufang Xie

Multilingual Knowledge Graph Completion with Language-Sensitive Multi-Graph Attention

Rongchuan Tang, Yang Zhao, Chengqing Zong, Yu Zhou

Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering

Xiaolin Zheng, Mengling Hu, Weiming Liu, Chaochao Chen, Xinting Liao

Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph

Qizhi Wan, Changxuan Wan, Keli Xiao, Dexi Liu, Chenliang Li

CREPE: Open-Domain Question Answering with False Presuppositions

Xinyan Yu, Sewon Min, Luke Zettlemoyer, Hannaneh Hajishirzi

Naamapadam: A Large-Scale Named Entity Annotated Data for Indic Languages

Arnav Mhaske, Harshit Kedia, Sumanth Doddapaneni, Mitesh M. Khapra, Pratyush Kumar

FACTIFY-5WQA: 5W Aspect-based Fact Verification through Question Answering

Anku Rani, S.M Towhidul Islam Tonmoy, Dwip Dalal, Shreya Gautam, Megha Chakraborty

The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers

Ariel Gera, Roni Friedman, Ofir Arviv, Chulaka Gunasekara, Benjamin Sznajder

Revisiting Token Dropping Strategy in Efficient BERT Pretraining

Qihuang Zhong, Liang Ding, Juhua Liu, Xuebo Liu, Min Zhang

Nonlinear Structural Equation Model Guided Gaussian Mixture Hierarchical Topic Modeling

HeGang Chen, Pengbo Mao, Yuyin Lu, Yanghui Rao

Understanding Client Reactions in Online Mental Health Counseling

Anqi Li, Lizhi Ma, Yaling Mei, Hongliang He, SHUAI ZHANG

Do I have the Knowledge to Answer? Investigating Answerability of Knowledge Base Questions

Mayur Patidar, Prayushi Faldu, Avinash Singh, Lovekesh Vig, Indrajit Bhattacharya

BIC: Twitter Bot Detection with Text-Graph Interaction and Semantic Consistency

Zhenyu Lei, Herun Wan, Wenqian Zhang, Shangbin Feng, Zilong Chen

Multilingual Event Extraction from Historical Newspaper Adverts

Nadav Borenstein, Natália da Silva Perez, Isabelle Augenstein

DataFinder: Scientific Dataset Recommendation from Natural Language Descriptions

Vijay Viswanathan, Luyu Gao, Tongshuang Wu, Pengfei Liu, Graham Neubig

Local Interpretation of Transformer Based on Linear Decomposition

Sen Yang, Shujian Huang, Wei Zou, Jianbing Zhang, Xinyu Dai

LAIT: Efficient Multi-Segment Encoding in Transformers with Layer-Adjustable Interaction

Jeremiah Milbauer, Annie Louis, Mohammad Javad Hosseini, Alex Fabrikant, Donald Metzler

UMRSpell: Unifying the Detection and Correction Parts of Pre-trained Models towards Chinese Missing, Redundant, and Spelling Correction

Zheyu He, Yujin Zhu, Linlin Wang, Liang Xu

Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA

Elias Stengel-Eskin, Jimena Guallar-Blasco, Yi Zhou, Benjamin Van Durme

NLP Reproducibility For All: Understanding Experiences of Beginners

Shane Storks, Keunwoo Yu, Ziqiao Ma, Joyce Chai

Adaptive and Personalized Exercise Generation for Online Language Learning

Peng Cui, Mrinmaya Sachan