EMNLP 2023

2,732 papers

Log-FGAER: Logic-Guided Fine-Grained Address Entity Recognition from Multi-Turn Spoken Dialogue

Xue Han, Yitong Wang, Qian Hu, Pengwei Hu, Chao Deng

ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters

Vipul Rathore, Rajdeep Dhingra, Parag Singla, Mausam

Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models

Weishi Wang, Yue Wang, Steven Hoi, Shafiq Joty

An Investigation of LLMs’ Inefficacy in Understanding Converse Relations

Chengwen Qi, Bowen Li, Binyuan Hui, bailin wang, Jinyang Li

EtiCor: Corpus for Analyzing LLMs for Etiquettes

Ashutosh Dwivedi, Pradhyumna Lavania, Ashutosh Modi

Rather a Nurse than a Physician - Contrastive Explanations under Investigation

Oliver Eberle, Ilias Chalkidis, Laura Cabello, Stephanie Brandl

Taxonomy Expansion for Named Entity Recognition

Karthikeyan K, Yogarshi Vyas, Jie Ma, Giovanni Paolini, Neha John

Weakly Supervised Semantic Parsing with Execution-based Spurious Program Filtering

Kang-il Lee, Segwang Kim, Kyomin Jung

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning

Ximing Lu, Faeze Brahman, Peter West, Jaehun Jung, Khyathi Chandu

Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction

V.S.D.S.Mahesh Akavarapu, Arnab Bhattacharya

A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems

Songbo Hu, Han Zhou, Moy Yuan, Milan Gritta, Guchun Zhang

Evaluation of African American Language Bias in Natural Language Generation

Nicholas Deas, Jessica Grieser, Shana Kleiner, Desmond Patton, Elsbeth Turcan

Event Causality Extraction via Implicit Cause-Effect Interactions

Jintao Liu, Zequn Zhang, Kaiwen Wei, Zhi Guo, Xian Sun

Comparing Styles across Languages

Shreya Havaldar, Matthew Pressimone, Eric Wong, Lyle Ungar

Do Language Models Have a Common Sense regarding Time? Revisiting Temporal Commonsense Reasoning in the Era of Large Language Models

Raghav Jain, Daivik Sojitra, Arkadeep Acharya, Sriparna Saha, Adam Jatowt

Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation

Hailin Chen, Amrita Saha, Steven Hoi, Shafiq Joty

Lazy-k Decoding: Constrained Decoding for Information Extraction

Arthur Hemmer, Mickael Coustaty, Nicola Bartolo, Jerome Brachat, Jean-marc Ogier

When the Majority is Wrong: Modeling Annotator Disagreement for Subjective Tasks

Eve Fleisig, Rediet Abebe, Dan Klein

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation

Chengwei Qin, Chen Chen, Shafiq Joty

SKD-NER: Continual Named Entity Recognition via Span-based Knowledge Distillation with Reinforcement Learning

Yi Chen, Liang He

A Multi-Task Dataset for Assessing Discourse Coherence in Chinese Essays: Structure, Theme, and Logic Analysis

Hongyi Wu, Xinshu Shen, Man Lan, Shaoguang Mao, Xiaopeng Bai

A Fair and In-Depth Evaluation of Existing End-to-End Entity Linking Systems

Hannah Bast, Matthias Hertel, Natalie Prange

Rethinking Model Selection and Decoding for Keyphrase Generation with Pre-trained Sequence-to-Sequence Models

Di Wu, Wasi Ahmad, Kai-Wei Chang

Enhancing Structured Evidence Extraction for Fact Verification

Zirui Wu, Nan Hu, Yansong Feng

Granularity Matters: Pathological Graph-driven Cross-modal Alignment for Brain CT Report Generation

Yanzhao Shi, Junzhong Ji, Xiaodan Zhang, Liangqiong Qu, Ying Liu

MAF: Multi-Aspect Feedback for Improving Reasoning in Large Language Models

Deepak Nathani, David Wang, Liangming Pan, William Wang

Construction Artifacts in Metaphor Identification Datasets

Joanne Boisson, Luis Espinosa-Anke, Jose Camacho-Collados

Dual-Feedback Knowledge Retrieval for Task-Oriented Dialogue Systems

Tianyuan Shi, Liangzhi Li, Zijian Lin, Tao Yang, Xiaojun Quan

Efficient Classification of Long Documents via State-Space Models

Peng Lu, Suyuchen Wang, Mehdi Rezagholizadeh, Bang Liu, Ivan Kobyzev

Understanding the Inner-workings of Language Models Through Representation Dissimilarity

Davis Brown, Charles Godfrey, Nicholas Konz, Jonathan Tu, Henry Kvinge

Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning

Quanyu Long, Wenya Wang, Sinno Pan

Counting the Bugs in ChatGPT’s Wugs: A Multilingual Investigation into the Morphological Capabilities of a Large Language Model

Leonie Weissweiler, Valentin Hofmann, Anjali Kantharuban, Anna Cai, Ritam Dutt

Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding

Shuwen Deng, Paul Prasse, David Reich, Tobias Scheffer, Lena Jäger

Revisiting Machine Translation for Cross-lingual Classification

Mikel Artetxe, Vedanuj Goswami, Shruti Bhosale, Angela Fan, Luke Zettlemoyer

Enabling Large Language Models to Generate Text with Citations

Tianyu Gao, Howard Yen, Jiatong Yu, Danqi Chen

HaluEval: A Large-Scale Hallucination Evaluation Benchmark for Large Language Models

Junyi Li, Xiaoxue Cheng, Xin Zhao, Jian-Yun Nie, Ji-Rong Wen

Advancements in Arabic Grammatical Error Detection and Correction: An Empirical Investigation

Bashar Alhafni, Go Inoue, Christian Khairallah, Nizar Habash

Towards Reliable Misinformation Mitigation: Generalization, Uncertainty, and GPT-4

Kellin Pelrine, Anne Imouza, Camille Thibault, Meilina Reksoprodjo, Caleb Gupta

Can You Follow Me? Testing Situational Understanding for ChatGPT

Chenghao Yang, Allyson Ettinger

4 and 7-bit Labeling for Projective and Non-Projective Dependency Trees

Carlos Gómez-Rodríguez, Diego Roca, David Vilares

MoT: Memory-of-Thought Enables ChatGPT to Self-Improve

Xiaonan Li, Xipeng Qiu

Compressing Context to Enhance Inference Efficiency of Large Language Models

Yucheng Li, Bo Dong, Frank Guerin, Chenghua Lin

Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators

Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu

ReTAG: Reasoning Aware Table to Analytic Text Generation

Deepanway Ghosal, Preksha Nema, Aravindan Raghuveer

BasahaCorpus: An Expanded Linguistic Resource for Readability Assessment in Central Philippine Languages

Joseph Marvin Imperial, Ekaterina Kochmar

Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling

Yuanjun Shi, Linzhi Wu, Minglai Shao

Empathy Intent Drives Empathy Detection

Liting Jiang, Di Wu, Bohui Mao, Yanbing Li, Wushour Slamu

Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data

Canwen Xu, Daya Guo, Nan Duan, Julian McAuley

Tree Prompting: Efficient Task Adaptation without Fine-Tuning

Chandan Singh, John Morris, Alexander Rush, Jianfeng Gao, Yuntian Deng

Modeling Empathic Similarity in Personal Narratives

Jocelyn Shen, Maarten Sap, Pedro Colon-Hernandez, Hae Park, Cynthia Breazeal

Solving Hard Analogy Questions with Relation Embedding Chains

Nitesh Kumar, Steven Schockaert

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction

Liang Zhang, Chulun Zhou, Fandong Meng, Jinsong Su, Yidong Chen

SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams

Yuhao Wu, Karthick Sharma, Chun Seah, Shuhao Zhang

Dynamic Top-k Estimation Consolidates Disagreement between Feature Attribution Methods

Jonathan Kamp, Lisa Beinborn, Antske Fokkens

CLEME: Debiasing Multi-reference Evaluation for Grammatical Error Correction

Jingheng Ye, Yinghui Li, Qingyu Zhou, Yangning Li, Shirong Ma

CoSyn: Detecting Implicit Hate Speech in Online Conversations Using a Context Synergized Hyperbolic Network

Sreyan Ghosh, Manan Suri, Purva Chiniya, Utkarsh Tyagi, Sonal Kumar

Abstractive Open Information Extraction

Kevin Pei, Ishan Jindal, Kevin Chang

GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree

Zirui Shao, Feiyu Gao, Zhongda Qi, Hangdi Xing, Jiajun Bu

Multimodal Embodied Plan Prediction Augmented with Synthetic Embodied Dialogue

Aishwarya Padmakumar, Mert Inan, Spandana Gella, Patrick Lange, Dilek Hakkani-Tur

Spoiler Detection as Semantic Text Matching

Ryan Tran, Canwen Xu, Julian McAuley

GreedyCAS: Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information

Yingqiang Gao, Jessica Lam, Nianlong Gu, Richard Hahnloser

Learning to Rank Generation with Pairwise Partial Rewards

Youngwon Lee, Jinu Lee, Seung-won Hwang

Towards Interpretable Mental Health Analysis with Large Language Models

Kailai Yang, Shaoxiong Ji, Tianlin Zhang, Qianqian Xie, Ziyan Kuang

Transfer-Free Data-Efficient Multilingual Slot Labeling

Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen

Automatic Debate Evaluation with Argumentation Semantics and Natural Language Argument Graph Networks

Ramon Ruiz-Dolz, Stella Heras, Ana Garcia

CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients

Jaehyung Seo, Hyeonseok Moon, Jaewook Lee, Sugyeong Eo, Chanjun Park

Multi-level Contrastive Learning for Script-based Character Understanding

Dawei Li, Hengyuan Zhang, Yanran Li, Shiping Yang

INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback

Wenda Xu, Danqing Wang, Liangming Pan, Zhenqiao Song, Markus Freitag

Answering Questions by Meta-Reasoning over Multiple Chains of Thought

Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch

End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions

Libo Qin, Wenbo Pan, Qiguang Chen, Lizi Liao, Zhou Yu

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding

Sangmin Bae, Jongwoo Ko, Hwanjun Song, Se-Young Yun

Why Should This Article Be Deleted? Transparent Stance Detection in Multilingual Wikipedia Editor Discussions

Lucie-Aimée Kaffee, Arnav Arora, Isabelle Augenstein

Preserving Knowledge Invariance: Rethinking Robustness Evaluation of Open Information Extraction

Ji Qi, Chuchun Zhang, Xiaozhi Wang, Kaisheng Zeng, Jifan Yu

Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings

Qian Chen, Wen Wang, Qinglin Zhang, Siqi Zheng, Chong Deng

KEPL: Knowledge Enhanced Prompt Learning for Chinese Hypernym-Hyponym Extraction

Ningchen Ma, Dong Wang, Hongyun Bao, Lei He, Suncong Zheng

RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data

Maxime DARRIN, Pablo Piantanida, Pierre Colombo

The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models

Xinyi Chen, Raquel Fernández, Sandro Pezzelle

Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule

Andrey Bout, Alexander Podolskiy, Sergey Nikolenko, Irina Piontkovskaya

ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models

Dheeraj Mekala, Jason Wolfe, Subhro Roy

Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata

Silei Xu, Shicheng Liu, Theo Culhane, Elizaveta Pertseva, Meng-Hsi Wu

MediaHG: Rethinking Eye-catchy Features in Social Media Headline Generation

Boning Zhang, Yang Yang

HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts

Truong Giang Do, Le Khiem, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan

Controllable Contrastive Generation for Multilingual Biomedical Entity Linking

Tiantian Zhu, Yang Qin, Qingcai Chen, Xin Mu, Changlong Yu

Analysing State-Backed Propaganda Websites: a New Dataset and Linguistic Study

Freddy Heppell, Kalina Bontcheva, Carolina Scarton

Grounding Visual Illusions in Language: Do Vision-Language Models Perceive Illusions Like Humans?

Yichi Zhang, Jiayi Pan, Yuchen Zhou, Rui Pan, Joyce Chai

Rumor Detection on Social Media with Crowd Intelligence and ChatGPT-Assisted Networks

Chang Yang, Peng Zhang, Wenbo Qiao, Hui Gao, Jiaming Zhao

Cross-lingual Transfer Can Worsen Bias in Sentiment Analysis

Seraphina Goldfarb-Tarrant, Bjorn Ross, Adam Lopez

C-STS: Conditional Semantic Textual Similarity

Ameet Deshpande, Carlos Jimenez, Howard Chen, Vishvak Murahari, Victoria Graf

Generating Commonsense Counterfactuals for Stable Relation Extraction

xin miao, Yongqi Li, Tieyun Qian

Information Value: Measuring Utterance Predictability as Distance from Plausible Alternatives

Mario Giulianelli, Sarenne Wallbridge, Raquel Fernández

Dialogue Chain-of-Thought Distillation for Commonsense-aware Conversational Agents

Hyungjoo Chae, Yongho Song, Kai Ong, Taeyoon Kwon, Minjin Kim

Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling

Hai Yu, Chong Deng, Qinglin Zhang, Jiaqing Liu, Qian Chen

CT-GAT: Cross-Task Generative Adversarial Attack based on Transferability

Minxuan Lv, Chengwei Dai, Kun Li, Wei Zhou, Songlin Hu

A Diachronic Perspective on User Trust in AI under Uncertainty

Shehzaad Dhuliawala, Vilém Zouhar, Mennatallah El-Assady, Mrinmaya Sachan

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

Amanpreet Singh, Mike D’Arcy, Arman Cohan, Doug Downey, Sergey Feldman

EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization

Dhruv Mehra, Lingjue Xie, Ella Hofmann-Coyle, Mayank Kulkarni, Daniel Preoţiuc-Pietro

Elaborative Simplification as Implicit Questions Under Discussion

Yating Wu, William Sheffield, Kyle Mahowald, Junyi Jessy Li

Navigating the Grey Area: How Expressions of Uncertainty and Overconfidence Affect Language Models

Kaitlyn Zhou, Dan Jurafsky, Tatsunori Hashimoto

Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models

Junpeng Li, Zixia Jia, Zilong Zheng

ViPE: Visualise Pretty-much Everything

Hassan Shahmohammadi, Adhiraj Ghosh, Hendrik Lensch