EMNLP 2023

2,732 papers

Reader: Model-based language-instructed reinforcement learning

Nicola Dainese, Pekka Marttinen, Alexander Ilin

P5: Plug-and-Play Persona Prompting for Personalized Response Selection

Joosung Lee, Minsik Oh, Donghun Lee

Composable Text Controls in Latent Space with ODEs

Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang

Do Transformers Parse while Predicting the Masked Word?

Haoyu Zhao, Abhishek Panigrahi, Rong Ge, Sanjeev Arora

ALCAP: Alignment-Augmented Music Captioner

Zihao He, Weituo Hao, Wei-Tsung Lu, Changyou Chen, Kristina Lerman

Multilingual Previously Fact-Checked Claim Retrieval

Matúš Pikuliak, Ivan Srba, Robert Moro, Timo Hromadka, Timotej Smolen

Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning

Chong Li, Shaonan Wang, Yunhao Zhang, Jiajun Zhang, Chengqing Zong

A Picture is Worth a Thousand Words: Language Models Plan from Pixels

Anthony Liu, Lajanugen Logeswaran, Sungryull Sohn, Honglak Lee

A Self-training Framework for Automated Medical Report Generation

Siyuan Wang, Zheng Liu, Bo Peng

FAME: Flexible, Scalable Analogy Mappings Engine

Shahar Jacob, Chen Shani, Dafna Shahaf

Can language models learn analogical reasoning? Investigating training objectives and comparisons to human performance

Molly Petersen, Lonneke van der Plas

More Than Spoken Words: Nonverbal Message Extraction and Generation

Dian Yu, Xiaoyang Wang, Wanshun Chen, Nan Du, Longyue Wang

PK-ICR: Persona-Knowledge Interactive Multi-Context Retrieval for Grounded Dialogue

Minsik Oh, Joosung Lee, Jiwei Li, Guoyin Wang

MAUD: An Expert-Annotated Legal NLP Dataset for Merger Agreement Understanding

Steven Wang, Antoine Scardigli, Leonard Tang, Wei Chen, Dmitry Levkin

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation

Yixin Liu, Alexander Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty

Mitigating Over-Generation for Unsupervised Keyphrase Extraction with Heterogeneous Centrality Detection

Mingyang Song, Pengyu Xu, Yi Feng, Huafeng Liu, Liping Jing

TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles

Sarah Alsayyahi, Riza Batista-Navarro

A Benchmark for Reasoning with Spatial Prepositions

Iulia Comșa, Srini Narayanan

ATHENA: Mathematical Reasoning with Thought Expansion

Jb. Kim, Hazel Kim, Joonghyuk Hahn, Yo-Sub Han

Exploring Distributional Shifts in Large Language Models for Code Analysis

Shushan Arakelyan, Rocktim Das, Yi Mao, Xiang Ren

Euphemistic Abuse – A New Dataset and Classification Experiments for Implicitly Abusive Language

Michael Wiegand, Jana Kampfmeier, Elisabeth Eder, Josef Ruppenhofer

Learning From Free-Text Human Feedback – Collect New Datasets Or Extend Existing Ones?

Dominic Petrak, Nafise Moosavi, Ye Tian, Nikolai Rozanov, Iryna Gurevych

Not all Fake News is Written: A Dataset and Analysis of Misleading Video Headlines

Yoo Yeon Sung, Jordan Boyd-Graber, Naeemul Hassan

Ankita Bhaumik, Praveen Venkateswaran, Yara Rizk, Vatche Isahagian

Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs

Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu

Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization

Chi Cheang, Hou Chan, Derek Wong, Xuebo Liu, Zhaocong Li

AnyTOD: A Programmable Task-Oriented Dialog System

Jeffrey Zhao, Yuan Cao, Raghav Gupta, Harrison Lee, Abhinav Rastogi

CoCo: Coherence-Enhanced Machine-Generated Text Detection Under Low Resource With Contrastive Learning

Xiaoming Liu, Zhaohan Zhang, Yichen Wang, Hang Pu, Yu Lan

Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations

Yuan Tian, Zheng Zhang, Zheng Ning, Toby Jia-Jun Li, Jonathan K. Kummerfeld

ToolWriter: Question Specific Tool Synthesis for Tabular Data

Carlos Gemmell, Jeff Dalton

To Split or Not to Split: Composing Compounds in Contextual Vector Spaces

Chris Jenkins, Filip Miletić, Sabine Schulte im Walde

Hop, Union, Generate: Explainable Multi-hop Reasoning without Rationale Supervision

Wenting Zhao, Justin Chiu, Claire Cardie, Alexander Rush

Anxo Pérez, Neha Warikoo, Kexin Wang, Javier Parapar, Iryna Gurevych

Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification

APOORVA SINGH, Siddarth Chandrasekar, Sriparna Saha, Tanmay Sen

Assessing the influence of attractor-verb distance on grammatical agreement in humans and language models

Christos Zacharopoulos, Théo Desbordes, Mathias Sablé-Meyer

HyperRank: Hyperbolic Ranking Model for Unsupervised Keyphrase Extraction

Mingyang Song, Huafeng Liu, Liping Jing

Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimoda Emotion Recognition

Dongyuan Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura

Detecting Spoilers in Movie Reviews with External Movie Knowledge and User Networks

Heng Wang, Wenqian Zhang, Yuyang Bai, Zhaoxuan Tan, Shangbin Feng

A Digital Language Coherence Marker for Monitoring Dementia

Dimitris Gkoumas, Adam Tsakalidis, Maria Liakata

Automated Fact-Checking in Dialogue: Are Specialized Models Needed?

Eric Chamoun, Marzieh Saeidi, Andreas Vlachos

Do Differences in Values Influence Disagreements in Online Discussions?

Michiel Van Der Meer, Piek Vossen, Catholijn M. Jonker, Pradeep K. Murukannaiah

Consistency Analysis of ChatGPT

Myeongjun Jang, Thomas Lukasiewicz

ViT-TTS: Visual Text-to-Speech with Scalable Diffusion Transformer

Huadai Liu, Rongjie Huang, Xuan Lin, Wenqiang Xu, Maozong Zheng

Fine-grained Medical Vision-Language Representation Learning for Radiology Report Generation

Siyuan Wang, Bo Peng, Yichao Liu, Qi Peng

Predict and Use: Harnessing Predicted Gaze to Improve Multimodal Sarcasm Detection

Divyank Tiwari, Diptesh Kanojia, Anupama Ray, Apoorva Nunna, Pushpak Bhattacharyya

Elevating Code-mixed Text Handling through Auditory Information of Words

Mamta, Zishan Ahmad, Asif Ekbal

Reformulating NLP tasks to Capture Longitudinal Manifestation of Language Disorders in People with Dementia.

Dimitris Gkoumas, Matthew Purver, Maria Liakata

NL2TL: Transforming Natural Languages to Temporal Logics using Large Language Models

Yongchao Chen, Rujul Gandhi, Yang Zhang, Chuchu Fan

Length Does Matter: Summary Length can Bias Summarization Metrics

Xiaobo Guo, Soroush Vosoughi

Are Compressed Language Models Less Subgroup Robust?

Leonidas Gee, Andrea Zugarini, Novi Quadrianto

Graph vs. Sequence: An Empirical Study on Knowledge Forms for Knowledge-Grounded Dialogue

Yizhe Yang, Heyan Huang, Yuhang Liu, Yang Gao

Global Voices, Local Biases: Socio-Cultural Prejudices across Languages

Anjishnu Mukherjee, Chahat Raj, Ziwei Zhu, Antonios Anastasopoulos

An Attribution Method for Siamese Encoders

Lucas Moeller, Dmitry Nikolaev, Sebastian Padó

TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion

Hongyuan Xu, Ciyi Liu, Yuhang Niu, Yunong Chen, Xiangrui Cai

Fair Text Classification with Wasserstein Independence

Thibaud Leteno, Antoine Gourru, Charlotte Laclau, Rémi Emonet, Christophe Gravier

Reinforcement Replaces Supervision: Query focused Summarization using Deep Reinforcement Learning

Swaroop Nath, Pushpak Bhattacharyya, Harshad Khadilkar

Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing

Yeachan Kim, Junho Kim, Jun-Hyung Park, Mingyu Lee, SangKeun Lee

ClimateBERT-NetZero: Detecting and Assessing Net Zero and Reduction Targets

Tobias Schimanski, Julia Bingler, Mathias Kraus, Camilla Hyslop, Markus Leippold

NormDial: A Comparable Bilingual Synthetic Dialog Dataset for Modeling Social Norm Adherence and Violation

Oliver Li, Mallika Subramanian, Arkadiy Saakyan, Sky CH-Wang, Smaranda Muresan

Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning

Hao Wang, Xiahua Chen, Rui Wang, Chenhui Chu

Stance Detection on Social Media with Background Knowledge

Ang Li, Bin Liang, Jingqian Zhao, Bowen Zhang, Min Yang

MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions

Zexuan Zhong, Zhengxuan Wu, Christopher Manning, Christopher Potts, Danqi Chen

ScdNER: Span-Based Consistency-Aware Document-Level Named Entity Recognition

Ying Wei, Qi Li

Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding

Taolin Zhang, Ruyao Xu, Chengyu Wang, Zhongjie Duan, Cen Chen

Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations

Wei-Lin Chen, Cheng-Kuang Wu, Yun-Nung Chen, Hsin-Hsi Chen

A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection

Geng Tu, Ran Jing, Bin Liang, Min Yang, Kam-Fai Wong

MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter

Zhiyuan Liu, Sihang Li, Yanchen Luo, Hao Fei, Yixin Cao

Variance Matters: Detecting Semantic Differences without Corpus/Word Alignment

Ryo Nagata, Hiroya Takamura, Naoki Otani, Yoshifumi Kawasaki

Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer

Ruize Gao, Zhirui Zhang, Yichao Du, Lemao Liu, Rui Wang

Inverse Scaling Can Become U-Shaped

Jason Wei, Najoung Kim, Yi Tay, Quoc Le

Analyzing Film Adaptation through Narrative Alignment

Tanzir Pial, Shahreen Aunti, Charuta Pethe, Allen Kim, Steven Skiena

From Values to Opinions: Predicting Human Behaviors and Stances Using Value-Injected Large Language Models

Dongjun Kang, Joonsuk Park, Yohan Jo, JinYeong Bak

ScanDL: A Diffusion Model for Generating Synthetic Scanpaths on Texts

Lena Bolliger, David Reich, Patrick Haller, Deborah Jakobi, Paul Prasse

BanglaAbuseMeme: A Dataset for Bengali Abusive Meme Classification

Mithun Das, Animesh Mukherjee

Rationale-Enhanced Language Models are Better Continual Relation Learners

Weimin Xiong, Yifan Song, Peiyi Wang, Sujian Li

All Things Considered: Detecting Partisan Events from News Media with Cross-Article Comparison

Yujian Liu, Xinliang Frederick Zhang, Kaijian Zou, Ruihong Huang, Nick Beauchamp

FinEntity: Entity-level Sentiment Classification for Financial Texts

Yixuan Tang, Yi Yang, Allen Huang, Andy Tam, Justin Tang

Anaphor Assisted Document-Level Relation Extraction

Chonggang Lu, Richong Zhang, Kai Sun, Jaein Kim, Cunwang Zhang

CorefPrompt: Prompt-based Event Coreference Resolution by Measuring Event Type and Argument Compatibilities

Sheng Xu, Peifeng Li, Qiaoming Zhu

Automatic Transcription of Handwritten Old Occitan Language

Esteban Garces Arias, Vallari Pai, Matthias Schöffel, Christian Heumann, Matthias Aßenmacher

Rethinking Word-Level Auto-Completion in Computer-Aided Translation

Xingyu Chen, Lemao Liu, Guoping Huang, Zhirui Zhang, Mingming Yang

Open Information Extraction via Chunks

Kuicai Dong, Aixin Sun, Jung-jae Kim, Xiaoli Li

Guideline Learning for In-Context Information Extraction

Chaoxu Pang, Yixuan Cao, Qiang Ding, Ping Luo

Hallucination Detection for Generative Large Language Models by Bayesian Sequential Estimation

Xiaohua Wang, Yuliang Yan, Longtao Huang, Xiaoqing Zheng, Xuanjing Huang

Making Large Language Models Better Data Creators

Dong-Ho Lee, Jay Pujara, Mohit Sewak, Ryen White, Sujay Jauhar

Specialist or Generalist? Instruction Tuning for Specific NLP Tasks

Chufan Shi, Yixuan Su, Cheng Yang, Yujiu Yang, Deng Cai

Building Multi-domain Dialog State Trackers from Single-domain Dialogs

Qi Zhu, Zheng Zhang, Xiaoyan Zhu, Minlie Huang

FACTIFY3M: A benchmark for multimodal fact verification with explainability through 5W Question-Answering

Megha Chakraborty, Khushbu Pahwa, Anku Rani, Shreyas Chatterjee, Dwip Dalal

Task-Adaptive Tokenization: Enhancing Long-Form Text Generation Efficacy in Mental Health and Beyond

Siyang Liu, Naihao Deng, Sahand Sabour, Yilin Jia, Minlie Huang

Challenges in Context-Aware Neural Machine Translation

Linghao Jin, Jacqueline He, Jonathan May, Xuezhe Ma

A State-Vector Framework for Dataset Effects

Esmat Sahak, Zining Zhu, Frank Rudzicz

NORMSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly

Yi Fung, Tuhin Chakrabarty, Hao Guo, Owen Rambow, Smaranda Muresan

CRAB: Assessing the Strength of Causal Relationships Between Real-world Events

Angelika Romanou, Syrielle Montariol, Debjit Paul, Léo Laugier, Karl Aberer

Prompting with Pseudo-Code Instructions

Mayank Mishra, Prince Kumar, Riyaz Bhat, Rudra Murthy, Danish Contractor

Connecting degree and polarity: An artificial language learning study

Lisa Bylinina, Alexey Tikhonov, Ekaterina Garmash

Conversation Understanding using Relational Temporal Graph Neural Networks with Auxiliary Cross-Modality Interaction

Cam-Van Thi Nguyen, Anh-Tuan Mai, The-Son Le, Hai-Dang Kieu, Duc-Trong Le

Exchange-of-Thought: Enhancing Large Language Model Capabilities through Cross-Model Communication

Zhangyue Yin, Qiushi Sun, Cheng Chang, Qipeng Guo, Junqi Dai

A linear time approximation of Wasserstein distance with word embedding selection

Sho Otao, Makoto Yamada

CoRec: An Easy Approach for Coordination Recognition

Qing Wang, Haojie Jia, Wenfei Song, Qi Li

Crossing the Threshold: Idiomatic Machine Translation through Retrieval Augmentation and Loss Weighting

Emmy Liu, Aditi Chaudhary, Graham Neubig