ACL 2022

1,617 papers

RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering

Xi Ye, Semih Yavuz, Kazuma Hashimoto, Yingbo Zhou, Caiming Xiong

Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills

Ori Yoran, Alon Talmor, Jonathan Berant

Graph Pre-training for AMR Parsing and Generation

Xuefeng Bai, Yulong Chen, Yue Zhang

Multi-View Document Representation Learning for Open-Domain Dense Retrieval

Shunyu Zhang, Yaobo Liang, Ming Gong, Daxin Jiang, Nan Duan

Pre-training and Fine-tuning Neural Topic Model: A Simple yet Effective Approach to Incorporating External Knowledge

Linhai Zhang, Xuemeng Hu, Boyu Wang, Deyu Zhou, Qian-Wen Zhang

Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning

Seonghyeon Lee, Dongha Lee, Seongbo Jang, Hwanjo Yu

When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues

Shivani Kumar, Atharva Kulkarni, Md Shad Akhtar, Tanmoy Chakraborty

Learning to Reason Deductively: Math Word Problem Solving as Complex Relation Extraction

Zhanming Jie, Jierui Li, Wei Lu

Multitasking Framework for Unsupervised Simple Definition Generation

Cunliang Kong, Yun Chen, Hengyuan Zhang, Liner Yang, Erhong Yang

Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network

Zheng Gong, Kun Zhou, Xin Zhao, Jing Sha, Shijin Wang

Logic Traps in Evaluating Attribution Scores

Yiming Ju, Yuanzhe Zhang, Zhao Yang, Zhongtao Jiang, Kang Liu

Entailment Graph Learning with Textual Entailment and Soft Transitivity

Zhibin Chen, Yansong Feng, Dongyan Zhao

An Effective and Efficient Entity Alignment Decoding Algorithm via Third-Order Tensor Isomorphism

Xin Mao, Meirong Ma, Hao Yuan, Jianchao Zhu, ZongYu Wang

Probing Simile Knowledge from Pre-trained Language Models

Weijie Chen, Yongzhu Chang, Rongsheng Zhang, Jiashu Pu, Guandan Chen

Feeding What You Need by Understanding What You Learned

Xiaoqiang Wang, Bang Liu, Fangli Xu, Bo Long, Siliang Tang

RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion

Kai Chen, Ye Wang, Yitong Li, Aiping Li

Measuring Fairness of Text Classifiers via Prediction Sensitivity

Satyapriya Krishna, Rahul Gupta, Apurv Verma, Jwala Dhamala, Yada Pruksachatkun

What does the sea say to the shore? A BERT based DST style approach for speaker to dialogue attribution in novels

Carolina Cuesta-Lazaro, Animesh Prasad, Trevor Wood

Evaluating Extreme Hierarchical Multi-label Classification

Enrique Amigo, Agustín Delgado

Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View

Boxi Cao, Hongyu Lin, Xianpei Han, Fangchao Liu, Le Sun

Pre-training to Match for Unified Low-shot Relation Extraction

Fangchao Liu, Hongyu Lin, Xianpei Han, Boxi Cao, Le Sun

Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

Jing Zhang, Xiaokang Zhang, Jifan Yu, Jian Tang, Jie Tang

Unified Structure Generation for Universal Information Extraction

Yaojie Lu, Qing Liu, Dai Dai, Xinyan Xiao, Hongyu Lin

Human Evaluation and Correlation with Automatic Metrics in Consultation Note Generation

Francesco Moramarco, Alex Papadopoulos Korfiatis, Mark Perera, Damir Juric, Jack Flann

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing

Junyi Ao, Rui Wang, Long Zhou, Chengyi Wang, Shuo Ren

Few-shot Named Entity Recognition with Self-describing Networks

Jiawei Chen, Qing Liu, Hongyu Lin, Xianpei Han, Le Sun

M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database

Jinming Zhao, Tenggan Zhang, Jingwen Hu, Yuchen Liu, Qin Jin

Neural Machine Translation with Phrase-Level Universal Visual Representations

Qingkai Fang, Yang Feng

Fully Hyperbolic Neural Networks

Weize Chen, Xu Han, Yankai Lin, Hexu Zhao, Zhiyuan Liu

Finding Structural Knowledge in Multimodal-BERT

Victor Milewski, Miryam de Lhoneux, Marie-Francine Moens

RoMe: A Robust Metric for Evaluating Natural Language Generation

Md Rashad Al Hasan Rony, Liubov Kovriguina, Debanjan Chaudhuri, Ricardo Usbeck, Jens Lehmann

Flooding-X: Improving BERT’s Resistance to Adversarial Attacks via Loss-Restricted Fine-Tuning

Qin Liu, Rui Zheng, Bao Rong, Jingyi Liu, Zhihua Liu

From text to talk: Harnessing conversational corpora for humane and diversity-aware language technology

Mark Dingemanse, Andreas Liesenfeld

Leveraging Wikipedia article evolution for promotional tone detection

Christine De Kock, Andreas Vlachos

MINER: Improving Out-of-Vocabulary Named Entity Recognition from an Information Theoretic Perspective

Xiao Wang, Shihan Dou, Limao Xiong, Yicheng Zou, Qi Zhang

Predicate-Argument Based Bi-Encoder for Paraphrase Identification

Qiwei Peng, David Weir, Julie Weeds, Yekun Chai

Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion

Chen Zhao, Yu Su, Adam Pauls, Emmanouil Antonios Platanios

Non-neural Models Matter: a Re-evaluation of Neural Referring Expression Generation Systems

Fahime Same, Guanyi Chen, Kees van Deemter

Reports of personal experiences and stories in argumentation: datasets and analysis

Neele Falk, Gabriella Lapesa

Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors

Isar Nejadgholi, Kathleen Fraser, Svetlana Kiritchenko

CaMEL: Case Marker Extraction without Labels

Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schuetze

Systematic Inequalities in Language Technology Performance across the World’s Languages

Damian Blasi, Antonios Anastasopoulos, Graham Neubig

∞-former: Infinite Memory Transformer

Pedro Henrique Martins, Zita Marinho, Andre Martins

Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models

Kabir Ahuja, Shanu Kumar, Sandipan Dandapat, Monojit Choudhury

HOLM: Hallucinating Objects with Language Models for Referring Expression Recognition in Partially-Observed Scenes

Volkan Cirik, Louis-Philippe Morency, Taylor Berg-Kirkpatrick

Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations

Chun Hei Lo, Wai Lam, Hong Cheng

Prix-LM: Pretraining for Multilingual Knowledge Base Construction

Wenxuan Zhou, Fangyu Liu, Ivan Vulić, Nigel Collier, Muhao Chen

QAConv: Question Answering on Informative Conversations

Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong

IMPLI: Investigating NLI Models’ Performance on Figurative Language

Kevin Stowe, Prasetya Utama, Iryna Gurevych

On the Calibration of Pre-trained Language Models using Mixup Guided by Area Under the Margin and Saliency

Seo Yeon Park, Cornelia Caragea

KinyaBERT: a Morphology-aware Kinyarwanda Language Model

Antoine Nzeyimana, Andre Niyongabo Rubungo

Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages

C. Downey, Shannon Drizin, Levon Haroutunian, Shivin Thukral

Noisy Channel Language Model Prompting for Few-Shot Text Classification

Sewon Min, Mike Lewis, Hannaneh Hajishirzi, Luke Zettlemoyer

Phone-ing it in: Towards Flexible Multi-Modal Language Model Training by Phonetic Representations of Data

Colin Leong, Daniel Whitenack

Alternative Input Signals Ease Transfer in Multilingual Machine Translation

Simeng Sun, Angela Fan, James Cross, Vishrav Chaudhary, Chau Tran

Measuring the Impact of (Psycho-)Linguistic and Readability Features and Their Spill Over Effects on the Prediction of Eye Movement Patterns

Daniel Wiechmann, Yu Qiao, Elma Kerz, Justus Mattern

Dynamic Global Memory for Document-level Argument Extraction

Xinya Du, Sha Li, Heng Ji

PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization

Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan

E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models

Mohammad Akbari, Amin Banitalebi-Dehkordi, Yong Zhang

Dynamic Prefix-Tuning for Generative Template-based Event Extraction

Xiao Liu, Heyan Huang, Ge Shi, Bo Wang

ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension

Sanjay Subramanian, William Merrill, Trevor Darrell, Matt Gardner, Sameer Singh

Beyond Goldfish Memory: Long-Term Open-Domain Conversation

Jing Xu, arthur szlam, Jason Weston

Simulating Bandit Learning from User Feedback for Extractive Question Answering

Ge Gao, Eunsol Choi, Yoav Artzi

FaVIQ: FAct Verification from Information-seeking Questions

Jungsoo Park, Sewon Min, Jaewoo Kang, Luke Zettlemoyer, Hannaneh Hajishirzi

A Neural Network Architecture for Program Understanding Inspired by Human Behaviors

Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai

KNN-Contrastive Learning for Out-of-Domain Intent Classification

Yunhua Zhou, Peiju Liu, Xipeng Qiu

A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization

Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi

The patient is more dead than alive: exploring the current state of the multi-document summarisation of the biomedical literature

Yulia Otmakhova, Karin Verspoor, Timothy Baldwin, Jey Han Lau

HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao, Zhen-Hua Ling, Huang Hu

Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization

Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu

Pass off Fish Eyes for Pearls: Attacking Model Selection of Pre-trained Models

Biru Zhu, Yujia Qin, Fanchao Qi, Yangdong Deng, Zhiyuan Liu

SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer

Tu Vu, Brian Lester, Noah Constant, Rami Al-Rfou’, Daniel Cer

A Comparative Study of Faithfulness Metrics for Model Interpretability Methods

Chun Sik Chan, Huanqi Kong, Liang Guanqing

CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues

Deepanway Ghosal, Siqi Shen, Navonil Majumder, Rada Mihalcea, Soujanya Poria

Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension

Wenya Wang, Sinno Pan

Learning From Failure: Data Capture in an Australian Aboriginal Community

Eric Le Ferrand, Steven Bird, Laurent Besacier

Which side are you on? Insider-Outsider classification in conspiracy-theoretic social media

Pavan Holur, Tianyi Wang, Shadi Shahsavari, Timothy Tangherlini, Vwani Roychowdhury

KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering

Donghan Yu, Chenguang Zhu, Yuwei Fang, Wenhao Yu, Shuohang Wang

Impact of Evaluation Methodologies on Code Summarization

Pengyu Nie, Jiyang Zhang, Junyi Jessy Li, Ray Mooney, Milos Gligoric

An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation

Shiquan Yang, Rui Zhang, Sarah Erfani, Jey Han Lau

Packed Levitated Marker for Entity and Relation Extraction

Deming Ye, Yankai Lin, Peng Li, Maosong Sun

A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space

Yuhao Zhang, Hongji Zhu, Yongliang Wang, Nan Xu, XIAOBO LI

Textomics: A Dataset for Genomics Data Summary Generation

Mu-Chun Wang, Zixuan Liu, Sheng wang

Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations

Wei Chen, Yeyun Gong, Can Xu, Huang Hu, Bolun Yao

DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation

Wei Chen, Yeyun Gong, Song Wang, Bolun Yao, Weizhen Qi

Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration

Xiwen Liang, Fengda Zhu, Li Lingling, Hang Xu, Xiaodan Liang

Compression of Generative Pre-trained Language Models via Quantization

Chaofan Tao, Lu Hou, Wei Zhang, Lifeng Shang, Xin Jiang

Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT

Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He

Rewire-then-Probe: A Contrastive Recipe for Probing Biomedical Knowledge of Pre-trained Language Models

Zaiqiao Meng, Fangyu Liu, Ehsan Shareghi, Yixuan Su, Charlotte Collins

WikiDiverse: A Multimodal Entity Linking Dataset with Diversified Contextual Topics and Entity Types

Xuwu Wang, Junfeng Tian, Min Gui, Zhixu Li, Rui Wang

Unsupervised Dependency Graph Network

Yikang Shen, Shawn Tan, Alessandro Sordoni, Peng Li, Jie Zhou

Can Synthetic Translations Improve Bitext Quality?

Eleftheria Briakou, Marine Carpuat

Large Scale Substitution-based Word Sense Induction

Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg

Nibbling at the Hard Core of Word Sense Disambiguation

Marco Maru, Simone Conia, Michele Bevilacqua, Roberto Navigli

Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting

Ying Su, Hongming Zhang, Yangqiu Song, Tong Zhang

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure

Yuan Chai, Yaobo Liang, Nan Duan

Semi-Supervised Formality Style Transfer with Consistency Training

Ao Liu, An Wang, Naoaki Okazaki

Graph Enhanced Contrastive Learning for Radiology Findings Summarization

Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Yixuan Su, Lei Shu, Elman Mansimov, Arshit Gupta, Deng Cai

Identifying Moments of Change from Longitudinal User Text

Adam Tsakalidis, Federico Nanni, Anthony Hills, Jenny Chim, Jiayu Song