ACL 2023

2,767 papers

Multiview Identifiers Enhanced Generative Retrieval

Yongqi Li, Nan Yang, Liang Wang, Furu Wei, Wenjie Li

BERM: Training the Balanced and Extractable Representation for Matching to Improve Generalization Ability of Dense Retrieval

Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng

Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models

Rui Wang, Jianzhu Bao, Fei Mi, Yi Chen, Hongru Wang

OpenSR: Open-Modality Speech Recognition via Maintaining Multi-Modality Alignment

Xize Cheng, Tao Jin, Linjun Li, Wang Lin, Xinyu Duan

PeaCoK: Persona Commonsense Knowledge for Consistent and Engaging Narratives

Silin Gao, Beatriz Borges, Soyoung Oh, Deniz Bayazit, Saya Kanno

LAMBADA: Backward Chaining for Automated Reasoning in Natural Language

Mehran Kazemi, Najoung Kim, Deepti Bhatia, Xin Xu, Deepak Ramachandran

FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue

Weihao Zeng, Keqing He, Yejie Wang, Chen Zeng, Jingang Wang

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales

Paulina Toro Isaza, Guangxuan Xu, Toye Oloko, Yufang Hou, Nanyun Peng

Contrastive Learning with Adversarial Examples for Alleviating Pathology of Language Model

Pengwei Zhan, Jing Yang, Xiao Huang, Chunlei Jing, Jingying Li

Infusing Hierarchical Guidance into Prompt Tuning: A Parameter-Efficient Framework for Multi-level Implicit Discourse Relation Recognition

Haodong Zhao, Ruifang He, Mengnan Xiao, Jing Xu

Advancing Multi-Criteria Chinese Word Segmentation Through Criterion Classification and Denoising

Tzu Hsuan Chou, Chun-Yi Lin, Hung-Yu Kao

ContraCLM: Contrastive Learning For Causal Language Model

Nihal Jain, Dejiao Zhang, Wasi Uddin Ahmad, Zijian Wang, Feng Nan

Did the Models Understand Documents? Benchmarking Models for Language Understanding in Document-Level Relation Extraction

Haotian Chen, Bingsheng Chen, Xiangdong Zhou

Efficient Transformers with Dynamic Token Pooling

Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti

Parallel Context Windows for Large Language Models

Nir Ratner, Yoav Levine, Yonatan Belinkov, Ori Ram, Inbal Magar

Long-Tailed Question Answering in an Open World

Yi Dai, Hao Lang, Yinhe Zheng, Fei Huang, Yongbin Li

CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation

Huimin Wang, Wai Chung Kwan, Kam-Fai Wong, Yefeng Zheng

To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion

Rui Li, Xu Chen, Chaozhuo Li, Yanming Shen, Jianan Zhao

MultiTabQA: Generating Tabular Answers for Multi-Table Question Answering

Vaishali Pal, Andrew Yates, Evangelos Kanoulas, Maarten de Rijke

APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning

Soumya Sanyal, Yichong Xu, Shuohang Wang, Ziyi Yang, Reid Pryzant

Multilingual LLMs are Better Cross-lingual In-context Learners with Alignment

Eshaan Tanwar, Subhabrata Dutta, Manish Borthakur, Tanmoy Chakraborty

SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams

Te-Lin Wu, Satwik Kottur, Andrea Madotto, Mahmoud Azab, Pedro Rodriguez

Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback

Paul Roit, Johan Ferret, Lior Shani, Roee Aharoni, Geoffrey Cideron

FairPrism: Evaluating Fairness-Related Harms in Text Generation

Eve Fleisig, Aubrie Amstutz, Chad Atalla, Su Lin Blodgett, Hal Daume III

Measuring the Instability of Fine-Tuning

Yupei Du, Dong Nguyen

Forgotten Knowledge: Examining the Citational Amnesia in NLP

Janvijay Singh, Mukund Rungta, Diyi Yang, Saif Mohammad

Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency

Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan

miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings

Tassilo Klein, Moin Nabi

Moritz Plenz, Juri Opitz, Philipp Heinisch, Philipp Cimiano, Anette Frank

Using Neural Machine Translation for Generating Diverse Challenging Exercises for Language Learner

Frank Palma Gomez, Subhadarshi Panda, Michael Flor, Alla Rozovskaya

TOME: A Two-stage Approach for Model-based Retrieval

Ruiyang Ren, Wayne Xin Zhao, Jing Liu, Hua Wu, Ji-Rong Wen

Morphological Inflection: A Reality Check

Jordan Kodner, Sarah Payne, Salam Khalifa, Zoey Liu

RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations

Yilun Zhao, Chen Zhao, Linyong Nan, Zhenting Qi, Wenlin Zhang

Language model acceptability judgements are not always robust to context

Koustuv Sinha, Jon Gauthier, Aaron Mueller, Kanishka Misra, Keren Fuentes

Understanding and Improving the Robustness of Terminology Constraints in Neural Machine Translation

Huaao Zhang, Qiang Wang, Bo Qin, Zelin Shi, Haibo Wang

Dialect-robust Evaluation of Generated Text

Jiao Sun, Thibault Sellam, Elizabeth Clark, Tu Vu, Timothy Dozat

CoLaDa: A Collaborative Label Denoising Framework for Cross-lingual Named Entity Recognition

Tingting Ma, Qianhui Wu, Huiqiang Jiang, Börje F. Karlsson, Tiejun Zhao

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination

Hao Fei, Qian Liu, Meishan Zhang, Min Zhang, Tat-Seng Chua

Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER

Ruotian Ma, Xuanting Chen, Zhang Lin, Xin Zhou, Junzhe Wang

Unifying Cross-Lingual and Cross-Modal Modeling Towards Weakly Supervised Multilingual Vision-Language Pre-training

Zejun Li, Zhihao Fan, Jingjing Chen, Qi Zhang, Xuanjing Huang

What is the best recipe for character-level encoder-only modelling?

Kris Cao

Connective Prediction for Implicit Discourse Relation Recognition via Knowledge Distillation

Hongyi Wu, Hao Zhou, Man Lan, Yuanbin Wu, Yadong Zhang

Toward Human-Like Evaluation for Natural Language Generation with Error Analysis

Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong

Towards a Common Understanding of Contributing Factors for Cross-Lingual Transfer in Multilingual Language Models: A Review

Fred Philippy, Siwen Guo, Shohreh Haddadan

Node Placement in Argument Maps: Modeling Unidirectional Relations in High & Low-Resource Scenarios

Iman Jundi, Neele Falk, Eva Maria Vecchi, Gabriella Lapesa

Bridging the Domain Gaps in Context Representations for k-Nearest Neighbor Neural Machine Translation

Zhiwei Cao, Baosong Yang, Huan Lin, Suhang Wu, Xiangpeng Wei

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework

Ruochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing

DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation

Suraj Kothawade, Anmol Mekala, D.Chandra Sekhara Hetha Havya, Mayank Kothyari, Rishabh Iyer

Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation

Rishabh Gupta, Shaily Desai, Manvi Goel, Anil Bandhakavi, Tanmoy Chakraborty

Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions

Satwik Bhattamishra, Arkil Patel, Varun Kanade, Phil Blunsom

Unsupervised Discontinuous Constituency Parsing with Mildly Context-Sensitive Grammars

Songlin Yang, Roger Levy, Yoon Kim

Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training

Yan Zeng, Wangchunshu Zhou, Ao Luo, Ziming Cheng, Xinsong Zhang

Free Lunch: Robust Cross-Lingual Transfer via Model Checkpoint Averaging

Fabian David Schmidt, Ivan Vulić, Goran Glavaš

Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts

Mohna Chakraborty, Adithya Kulkarni, Qi Li

Open-Domain Hierarchical Event Schema Induction by Incremental Prompting and Verification

Sha Li, Ruining Zhao, Manling Li, Heng Ji, Chris Callison-Burch

Zero-shot Faithful Factual Error Correction

Kung-Hsiang Huang, Hou Pong Chan, Heng Ji

What the DAAM: Interpreting Stable Diffusion Using Cross Attention

Raphael Tang, Linqing Liu, Akshat Pandey, Zhiying Jiang, Gefei Yang

Won’t Get Fooled Again: Answering Questions with False Premises

Shengding Hu, Yifan Luo, Huadong Wang, Xingyi Cheng, Zhiyuan Liu

No clues, good clues: Out of context Lexical Relation Classification

Lucía Pitarch, Jorge Bernad, Licri Dranca, Carlos Bobed Lisbona, Jorge Gracia

Evaluating Open-Domain Question Answering in the Era of Large Language Models

Ehsan Kamalloo, Nouha Dziri, Charles Clarke, Davood Rafiei

Incorporating Distributions of Discourse Structure for Long Document Abstractive Summarization

Dongqi Liu, Yifan Wang, Vera Demberg

Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning

Nayeon Kim, Yinhua Piao, Sun Kim

SCOTT: Self-Consistent Chain-of-Thought Distillation

Peifeng Wang, Zhengyang Wang, Zheng Li, Yifan Gao, Bing Yin

Non-Sequential Graph Script Induction via Multimedia Grounding

Yu Zhou, Sha Li, Manling Li, Xudong Lin, Shih-fu Chang

DISCO: Distilling Counterfactuals with Large Language Models

Zeming Chen, Qiyue Gao, Antoine Bosselut, Ashish Sabharwal, Kyle Richardson

Explaining How Transformers Use Context to Build Predictions

Javier Ferrando, Gerard I. Gállego, Ioannis Tsiamas, Marta R. Costa-jussà

Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge

Yasumasa Onoe, Michael Zhang, Shankar Padmanabhan, Greg Durrett, Eunsol Choi

Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona

Yihong Tang, Bo Wang, Miao Fang, Dongming Zhao, Kun Huang

Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment

Rohan Pandey, Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis-Philippe Morency

BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training

Yiming Yan, Tao Wang, Chengqi Zhao, Shujian Huang, Jiajun Chen

Hybrid Knowledge Transfer for Improved Cross-Lingual Event Detection via Hierarchical Sample Selection

Luis Guzman Nateras, Franck Dernoncourt, Thien Nguyen

Tackling Ambiguity with Images: Improved Multimodal Machine Translation and Contrastive Evaluation

Matthieu Futeral, Cordelia Schmid, Ivan Laptev, Benoît Sagot, Rachel Bawden

Reasoning with Language Model Prompting: A Survey

Shuofei Qiao, Yixin Ou, Ningyu Zhang, Xiang Chen, Yunzhi Yao

MISGENDERED: Limits of Large Language Models in Understanding Pronouns

Tamanna Hossain, Sunipa Dev, Sameer Singh

Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations

Dongyu Ru, Lin Qiu, Xipeng Qiu, Yue Zhang, Zheng Zhang

Making Language Models Better Reasoners with Step-Aware Verifier

Yifei Li, Zeqi Lin, Shizhuo Zhang, Qiang Fu, Bei Chen

WikiHowQA: A Comprehensive Benchmark for Multi-Document Non-Factoid Question Answering

Valeriia Bolotova-Baranova, Vladislav Blinov, Sofya Filippova, Falk Scholer, Mark Sanderson

MEMEX: Detecting Explanatory Evidence for Memes via Knowledge-Enriched Contextualization

Shivam Sharma, Ramaneswaran S, Udit Arora, Md. Shad Akhtar, Tanmoy Chakraborty

COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective

Zhaowei Wang, Quyet V. Do, Hongming Zhang, Jiayao Zhang, Weiqi Wang

Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection

Yiwei Wei, Shaozu Yuan, Ruosong Yang, Lei Shen, Zhangmeizhi Li

MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning

Zhenrui Yue, Huimin Zeng, Yang Zhang, Lanyu Shang, Dong Wang

Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers

Jiaxi Li, Wei Lu

Tokenization and the Noiseless Channel

Vilém Zouhar, Clara Meister, Juan Gastaldi, Li Du, Mrinmaya Sachan

SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes

Wenda Xu, Xian Qian, Mingxuan Wang, Lei Li, William Yang Wang

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications

Han Cheol Moon, Shafiq Joty, Ruochen Zhao, Megh Thakkar, Chi Xu

Unsupervised Graph-Text Mutual Conversion with a Unified Pretrained Language Model

Yi Xu, Shuqian Sheng, Jiexing Qi, Luoyi Fu, Zhouhan Lin

Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories

SHIZHE DIAO, Tianyang Xu, Ruijia Xu, Jiawei Wang, Tong Zhang

Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization

Pengcheng He, Baolin Peng, Song Wang, Yang Liu, Ruochen Xu

IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures

Mingyu Zheng, Yang Hao, Wenbin Jiang, Zheng Lin, Yajuan Lyu

NLPeer: A Unified Resource for the Computational Study of Peer Review

Nils Dycke, Ilia Kuznetsov, Iryna Gurevych

VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions

Yuxuan Wang, Zilong Zheng, Xueliang Zhao, Jinpeng Li, Yueqian Wang

KILM: Knowledge Injection into Encoder-Decoder Language Models

Yan Xu, Mahdi Namazifar, Devamanyu Hazarika, Aishwarya Padmakumar, Yang Liu

ConvGQR: Generative Query Reformulation for Conversational Search

Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang

Actively Supervised Clustering for Open Relation Extraction

Jun Zhao, Yongxin Zhang, Qi Zhang, Tao Gui, zhongyu wei

Guide the Many-to-One Assignment: Open Information Extraction via IoU-aware Optimal Transport

Kaiwen Wei, Yiran Yang, Li Jin, Xian Sun, Zequn Zhang

Privacy-Preserving Domain Adaptation of Semantic Parsers

FatemehSadat Mireshghallah, Yu Su, Tatsunori Hashimoto, Jason Eisner, Richard Shin

Don’t Generate, Discriminate: A Proposal for Grounding Language Models to Real-World Environments

Yu Gu, Xiang Deng, Yu Su

Revisiting non-English Text Simplification: A Unified Multilingual Benchmark

Michael J Ryan, Tarek Naous, Wei Xu

Ethical Considerations for Machine Translation of Indigenous Languages: Giving a Voice to the Speakers

Manuel Mager, Elisabeth Mager, Katharina Kann, Ngoc Thang Vu

Pre-Training to Learn in Context

Yuxian Gu, Li Dong, Furu Wei, Minlie Huang