text
stringlengths
0
316k
year
stringclasses
50 values
No
stringclasses
911 values
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1312–1329 August 11-16, 2024 ©2024 Association for Computational Linguistics Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation Jiaxin Bai1∗, Yichen...
2024
72
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13326–13365 August 11-16, 2024 ©2024 Association for Computational Linguistics Faithful Logical Reasoning via Symbolic Chain-of-Thought Jundong Xu1, Hao Fei1∗, Liangming Pan2, Qian Liu3, Mong-Li ...
2024
720
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13366–13379 August 11-16, 2024 ©2024 Association for Computational Linguistics S2GSL: Incorporating Segment to Syntactic Enhanced Graph Structure Learning for Aspect-based Sentiment Analysis Bi...
2024
721
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13380–13394 August 11-16, 2024 ©2024 Association for Computational Linguistics Maverick: Efficient and Accurate Coreference Resolution Defying Recent Trends Giuliano Martinelli, Edoardo Barba, ...
2024
722
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13395–13412 August 11-16, 2024 ©2024 Association for Computational Linguistics ESCoT: Towards Interpretable Emotional Support Dialogue Systems Tenggan Zhang1,∗, Xinjie Zhang1,∗, Jinming Zhao2, Li...
2024
723
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13413–13429 August 11-16, 2024 ©2024 Association for Computational Linguistics PathReasoner: Modeling Reasoning Path with Equivalent Extension for Logical Question Answering Fangzhi Xu1,2, Qika...
2024
724
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13430–13444 August 11-16, 2024 ©2024 Association for Computational Linguistics WARDEN: Multi-Directional Backdoor Watermarks for Embedding-as-a-Service Copyright Protection Anudeex Shetty1∗, Yu...
2024
725
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13445–13464 August 11-16, 2024 ©2024 Association for Computational Linguistics Advancing Parameter Efficiency in Fine-tuning via Representation Editing Muling Wu, Wenhao Liu, Xiaohua Wang, Tianlo...
2024
726
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13465–13476 August 11-16, 2024 ©2024 Association for Computational Linguistics Context Consistency between Training and Inference in Simultaneous Machine Translation Meizhi Zhong1, Lemao Liu *,...
2024
727
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13477–13499 August 11-16, 2024 ©2024 Association for Computational Linguistics Using Natural Language Explanations to Improve Robustness of In-context Learning Xuanli He♣ Yuxiang Wu♥ Oana-M...
2024
728
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13500–13519 August 11-16, 2024 ©2024 Association for Computational Linguistics Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie12*, Pengyu Cheng1†, Xia...
2024
729
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1330–1350 August 11-16, 2024 ©2024 Association for Computational Linguistics Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao♠, Pengcheng Wang♡, Yong Lin♠, Rui Pan♠, X...
2024
73
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13520–13552 August 11-16, 2024 ©2024 Association for Computational Linguistics ARCHCODE: Incorporating Software Requirements in Code Generation with Large Language Models Hojae Han♠˛ Jaejin Kim...
2024
730
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13553–13569 August 11-16, 2024 ©2024 Association for Computational Linguistics Combining Supervised Learning and Reinforcement Learning for Multi-Label Classification Tasks with Partial Labels ...
2024
731
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13570–13587 August 11-16, 2024 ©2024 Association for Computational Linguistics MULFE: A Multi-Level Benchmark for Free Text Model Editing Chenhao Wang1,2, Pengfei Cao1,2, Zhuoran Jin1,2, Yubo Che...
2024
732
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13588–13600 August 11-16, 2024 ©2024 Association for Computational Linguistics MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech Shengpeng Ji*1,2, Ziyue Jiang...
2024
733
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13601–13614 August 11-16, 2024 ©2024 Association for Computational Linguistics Spatially-Aware Speaker for Vision-and-Language Navigation Instruction Generation Muraleekrishna Gopinathan, Marti...
2024
734
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13615–13627 August 11-16, 2024 ©2024 Association for Computational Linguistics HiRoPE: Length Extrapolation for Code Models Using Hierarchical Position Kechi Zhang, Ge Li∗, Huangzhao Zhang, Zhi...
2024
735
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13628–13642 August 11-16, 2024 ©2024 Association for Computational Linguistics Never Lost in the Middle: Mastering Long-Context Question Answering with Position-Agnostic Decompositional Training ...
2024
736
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13643–13658 August 11-16, 2024 ©2024 Association for Computational Linguistics CODEAGENT: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ...
2024
737
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13659–13678 August 11-16, 2024 ©2024 Association for Computational Linguistics When is Tree Search Useful for LLM Planning? It Depends on the Discriminator Ziru Chen1, Michael White1, Raymond M...
2024
738
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13679–13707 August 11-16, 2024 ©2024 Association for Computational Linguistics LogicBench: Towards Systematic Evaluation of Logical Reasoning Ability of Large Language Models Mihir Parmar1 Ni...
2024
739
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1351–1370 August 11-16, 2024 ©2024 Association for Computational Linguistics EasyGen: Easing Multimodal Generation with BiDiffuser and LLMs Xiangyu Zhao, Bo Liu*, Qijiong Liu*, Guangyuan Shi*, Xi...
2024
74
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13708–13731 August 11-16, 2024 ©2024 Association for Computational Linguistics Meta-Tuning LLMs to Leverage Lexical Knowledge for Generalizable Language Style Understanding Ruohao Guo Wei Xu ...
2024
740
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13732–13754 August 11-16, 2024 ©2024 Association for Computational Linguistics Reducing Privacy Risks in Online Self-Disclosures with Language Models Yao Douπ Isadora Krseke Tarek Naousπ Anubha...
2024
741
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13755–13772 August 11-16, 2024 ©2024 Association for Computational Linguistics Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models Zihao...
2024
742
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13773–13786 August 11-16, 2024 ©2024 Association for Computational Linguistics REFINESUMM: Self-Refining MLLM for Generating a Multimodal Summarization Dataset Vaidehi Patil§* Leonardo F. R. ...
2024
743
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13787–13805 August 11-16, 2024 ©2024 Association for Computational Linguistics When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards Norah A. Alzahrani*, H...
2024
744
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13806–13834 August 11-16, 2024 ©2024 Association for Computational Linguistics LLM-RUBRIC: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts* Helia Hashe...
2024
745
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13835–13850 August 11-16, 2024 ©2024 Association for Computational Linguistics LIEDER: Linguistically-Informed Evaluation for Discourse Entity Recognition Xiaomeng Zhu Department of Linguisti...
2024
746
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13851–13870 August 11-16, 2024 ©2024 Association for Computational Linguistics Evaluating Very Long-Term Conversational Memory of LLM Agents Adyasha Maharana1 Dong-Ho Lee2 Sergey Tulyakov3 ...
2024
747
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13871–13884 August 11-16, 2024 ©2024 Association for Computational Linguistics Prototypical Reward Network for Data-Efficient RLHF Jinghan Zhang1, Xiting Wang2*, Yiqiao Jin3, Changyu Chen2, Xinha...
2024
748
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13885–13906 August 11-16, 2024 ©2024 Association for Computational Linguistics NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms Jonathan Zheng, Alan Ritter, Wei Xu Co...
2024
749
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1371–1389 August 11-16, 2024 ©2024 Association for Computational Linguistics Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou∗Zhiqi Shen ...
2024
75
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13907–13920 August 11-16, 2024 ©2024 Association for Computational Linguistics Impacts of Misspelled Queries on Translation and Product Search Greg Hanneman and Natawut Monaikul and Taichi Nakata...
2024
750
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13921–13959 August 11-16, 2024 ©2024 Association for Computational Linguistics Skin-in-the-Game: Decision Making via Multi-Stakeholder Alignment in LLMs Bilgehan Sel * Virginia Tech bsel@vt...
2024
751
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13960–13970 August 11-16, 2024 ©2024 Association for Computational Linguistics The MERSA Dataset and a Transformer-Based Approach for Speech Emotion Recognition Enshi Zhang, Rafael Trujillo, Ch...
2024
752
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13971–13984 August 11-16, 2024 ©2024 Association for Computational Linguistics Transparent and Scrutable Recommendations Using Natural Language User Profiles Jerome Ramos† Hossein A. Rahmani† X...
2024
753
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13985–14001 August 11-16, 2024 ©2024 Association for Computational Linguistics Fora: A corpus and framework for the study of facilitated dialogue Hope Schroeder†‡, Deb Roy†‡, Jad Kabbara†‡ †Mas...
2024
754
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14002–14024 August 11-16, 2024 ©2024 Association for Computational Linguistics Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning Yue Yu♠∗, Jiaming Shen♣, Tianqi ...
2024
755
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14025–14043 August 11-16, 2024 ©2024 Association for Computational Linguistics What is the Best Way for ChatGPT to Translate Poetry? Shanshan Wang1 Derek F. Wong1* Jingming Yao2 Lidia S. Ch...
2024
756
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14044–14072 August 11-16, 2024 ©2024 Association for Computational Linguistics Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling Pratyush Maini*† Carnegie Mellon U...
2024
757
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14073–14087 August 11-16, 2024 ©2024 Association for Computational Linguistics DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention J...
2024
758
Representation Learning with Conditional Information Flow Maximization Dou Hu1,2 and Lingwei Wei1* and Wei Zhou1 and Songlin Hu1,2* 1 Institute of Information Engineering, Chinese Academy of Sciences 2 School of Cyber Security, University of Chinese Academy of Sciences {hudou, weilingwei, zhouwei, husonglin}@ii...
2024
759
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1390–1415 August 11-16, 2024 ©2024 Association for Computational Linguistics A Multidimensional Framework for Evaluating Lexical Semantic Change with Social Science Applications Naomi BaesΨ Nic...
2024
76
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14104–14115 August 11-16, 2024 ©2024 Association for Computational Linguistics GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction Virginia K. Felkner ...
2024
760
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14116–14137 August 11-16, 2024 ©2024 Association for Computational Linguistics Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models Martin Riddell Ansong Ni...
2024
761
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14138–14149 August 11-16, 2024 ©2024 Association for Computational Linguistics LANGUAGE MODELS ARE HOMER SIMPSON! Safety Re-Alignment of Fine-tuned Language Models through Task Arithmetic Risha...
2024
762
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14150–14168 August 11-16, 2024 ©2024 Association for Computational Linguistics Tracking the Newsworthiness of Public Documents Alexander Spanghera∗, Emilio Ferraraa, Ben Welshb, Nanyun Pengc, S...
2024
763
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14169–14187 August 11-16, 2024 ©2024 Association for Computational Linguistics EWEK-QA: Enhanced Web and Efficient Knowledge Graph Retrieval for Citation-based Question Answering Systems Mohamm...
2024
764
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14188–14200 August 11-16, 2024 ©2024 Association for Computational Linguistics Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models Shengzhi Li ...
2024
765
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14201–14214 August 11-16, 2024 ©2024 Association for Computational Linguistics Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ...
2024
766
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14215–14237 August 11-16, 2024 ©2024 Association for Computational Linguistics Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor Sangwon Yu1 Changmin...
2024
767
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14238–14254 August 11-16, 2024 ©2024 Association for Computational Linguistics LogogramNLP: Comparing Visual and Textual Representations of Ancient Logographic Writing Systems for NLP Danlu Che...
2024
768
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14255–14273 August 11-16, 2024 ©2024 Association for Computational Linguistics Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning Ming Li1, Yong Zhang2, Shwai He1, Zhitao L...
2024
769
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1416–1428 August 11-16, 2024 ©2024 Association for Computational Linguistics Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal Jianheng Huang1,3,5 Le...
2024
77
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14274–14284 August 11-16, 2024 ©2024 Association for Computational Linguistics Confabulation: The Surprising Value of Large Language Model Hallucinations Peiqi Sui1∗ Eamon Duede2† Sophie Wu...
2024
770
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14285–14304 August 11-16, 2024 ©2024 Association for Computational Linguistics IAPT: Instruction-Aware Prompt Tuning for Large Language Models Wei Zhu1⋆, Aaron Xuxiang Tian2∗, Congrui Yin3, Yuan ...
2024
771
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14305–14321 August 11-16, 2024 ©2024 Association for Computational Linguistics DeVAn: Dense Video Annotation for Video-Language Models Tingkai Liu1∗, Yunzhe Tao1, Haogeng Liu2,3, Qihang Fan2,3, D...
2024
772
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14322–14350 August 11-16, 2024 ©2024 Association for Computational Linguistics How Johnny Can Persuade LLMs to Jailbreak Them: Rethinking Persuasion to Challenge AI Safety by Humanizing LLMs oT...
2024
773
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14351–14368 August 11-16, 2024 ©2024 Association for Computational Linguistics The Heuristic Core: Understanding Subnetwork Generalization in Pretrained Language Models Adithya Bhaskar Dan Fr...
2024
774
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14369–14387 August 11-16, 2024 ©2024 Association for Computational Linguistics Multimodal ArXiv: A Dataset for Improving Scientific Comprehension of Large Vision-Language Models Lei Li*†, Yuqi ...
2024
775
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14388–14411 August 11-16, 2024 ©2024 Association for Computational Linguistics L-Eval: Instituting Standardized Evaluation for Long Context Language Models Chenxin An1,2, Shansan Gong2, Ming Zh...
2024
776
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14412–14454 August 11-16, 2024 ©2024 Association for Computational Linguistics DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages Fahim Faisalα,* Orevaoghene...
2024
777
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14455–14469 August 11-16, 2024 ©2024 Association for Computational Linguistics Causal-Guided Active Learning for Debiasing Large Language Models Zhouhao Sun1∗, Li Du2*, Xiao Ding1†, Yixuan Ma1, Y...
2024
778
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14470–14505 August 11-16, 2024 ©2024 Association for Computational Linguistics PsychoGAT: A Novel Psychological Measurement Paradigm through Interactive Fiction Games with LLM Agents Qisen Yang...
2024
779
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1429–1450 August 11-16, 2024 ©2024 Association for Computational Linguistics Enhancing Large Language Models in Coding Through Multi-Perspective Self-Consistency Baizhou Huang 1,2,∗ Shuai Lu ...
2024
78
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14506–14521 August 11-16, 2024 ©2024 Association for Computational Linguistics Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient Ming...
2024
780
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14522–14543 August 11-16, 2024 ©2024 Association for Computational Linguistics Emergent Word Order Universals from Cognitively-Motivated Language Models Tatsuki Kuribayashi Ryo Ueda Ryo Yos...
2024
781
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14544–14607 August 11-16, 2024 ©2024 Association for Computational Linguistics Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang♠∗, Xin Xu♠∗, Ningyu Zhan...
2024
782
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14608–14624 August 11-16, 2024 ©2024 Association for Computational Linguistics MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module Plugin Tianshuo Zhou1*, Sen Mei1...
2024
783
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14625–14637 August 11-16, 2024 ©2024 Association for Computational Linguistics Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantic...
2024
784
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14638–14663 August 11-16, 2024 ©2024 Association for Computational Linguistics CausalGym: Benchmarking causal interpretability methods on linguistic tasks Aryaman Arora Dan Jurafsky Christopher...
2024
785
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14664–14690 August 11-16, 2024 ©2024 Association for Computational Linguistics Don’t Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Shangbin Feng1 Weijia Shi...
2024
786
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14691–14714 August 11-16, 2024 ©2024 Association for Computational Linguistics Mission: Impossible Language Models Julie Kallini1, Isabel Papadimitriou1, Richard Futrell2, Kyle Mahowald3, Chris...
2024
787
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14715–14759 August 11-16, 2024 ©2024 Association for Computational Linguistics Semisupervised Neural Proto-Language Reconstruction Liang Lu1 Peirong Xie2 David R. Mortensen1 1Carnegie Mello...
2024
788
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14760–14778 August 11-16, 2024 ©2024 Association for Computational Linguistics Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing? Mar...
2024
789
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1451–1466 August 11-16, 2024 ©2024 Association for Computational Linguistics Citation-Enhanced Generation for LLM-based Chatbots Weitao Li1,2, Junkai Li1,2, Weizhi Ma2,†, Yang Liu1,2,3,† 1 Dept...
2024
79
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14779–14797 August 11-16, 2024 ©2024 Association for Computational Linguistics Speech vs. Transcript: Does It Matter for Human Annotators in Speech Summarization? Roshan Sharma1*, Suwon Shon2, ...
2024
790
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14798–14814 August 11-16, 2024 ©2024 Association for Computational Linguistics D2LLM: Decomposed and Distilled Large Language Models for Semantic Search Zihan Liao* East China Normal Universi...
2024
791
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14815–14829 August 11-16, 2024 ©2024 Association for Computational Linguistics Arabic Diacritics in the Wild: Exploiting Opportunities for Improved Diacritization Salman Elgamal, Ossama Obeid, ...
2024
792
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14830–14847 August 11-16, 2024 ©2024 Association for Computational Linguistics Disinformation Capabilities of Large Language Models Ivan Vykopal♠†♢, Matúš Pikuliak†♢, Ivan Srba†, Robert Moro†, ...
2024
793
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14848–14877 August 11-16, 2024 ©2024 Association for Computational Linguistics Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models Junhao Zheng, Shengjie Qiu, Qian...
2024
794
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14878–14898 August 11-16, 2024 ©2024 Association for Computational Linguistics How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and...
2024
795
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14899–14914 August 11-16, 2024 ©2024 Association for Computational Linguistics Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya1,4∗, H...
2024
796
Must NLP be Extractive? Steven Bird Northern Institute Charles Darwin University Darwin, Australia Abstract How do we roll out language technologies across a world with 7,000 languages? In one story, we scale the successes of NLP further into ‘low-resource’ languages, doing ever more with less. Howe...
2024
797
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14930–14951 August 11-16, 2024 ©2024 Association for Computational Linguistics Spiral of Silence: How is Large Language Model Killing Information Retrieval?—A Case Study on Open Domain Question A...
2024
798
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14952–14972 August 11-16, 2024 ©2024 Association for Computational Linguistics Latxa: An Open Language Model and Evaluation Suite for Basque Julen Etxaniz* Oscar Sainz* Naiara Perez* Itziar...
2024
799
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 117–132 August 11-16, 2024 ©2024 Association for Computational Linguistics A Unified Temporal Knowledge Graph Reasoning Model Towards Interpolation and Extrapolation Kai Chen1∗, Ye Wang1∗, Yito...
2024
8
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1467–1480 August 11-16, 2024 ©2024 Association for Computational Linguistics Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection Haoyang Wen, Eduard Hovy, Alexande...
2024
80
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14973–15008 August 11-16, 2024 ©2024 Association for Computational Linguistics Why are Sensitive Functions Hard for Transformers? Michael Hahn, Mark Rofin Saarland Informatics Campus Saarland...
2024
800
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15009–15022 August 11-16, 2024 ©2024 Association for Computational Linguistics Talk With Human-like Agents: Empathetic Dialogue Through Perceptible Acoustic Reception and Reaction Haoqiu Yan*1,...
2024
801
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15023–15041 August 11-16, 2024 ©2024 Association for Computational Linguistics IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators Indraneil Paul1 , G...
2024
802
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15042–15058 August 11-16, 2024 ©2024 Association for Computational Linguistics The Echoes of Multilinguality: Tracing Cultural Value Shifts during LM Fine-tuning Rochelle Choenni University o...
2024
803
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15059–15076 August 11-16, 2024 ©2024 Association for Computational Linguistics MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language Modeling Tomasz Limisiewicz1†∗ ...
2024
804
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15077–15094 August 11-16, 2024 ©2024 Association for Computational Linguistics MultiLegalPile: A 689GB Multilingual Legal Corpus Joel Niklaus1,2,4 Veton Matoshi2 Matthias Stürmer1,2 Ilias C...
2024
805
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15095–15114 August 11-16, 2024 ©2024 Association for Computational Linguistics WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations Haolin Deng♠* Chang ...
2024
806
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15115–15134 August 11-16, 2024 ©2024 Association for Computational Linguistics What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages Nadav Boren...
2024
807
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15135–15156 August 11-16, 2024 ©2024 Association for Computational Linguistics Tree-Averaging Algorithms for Ensemble-Based Unsupervised Discontinuous Constituency Parsing Behzad Shayegh Yuqi...
2024
808
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 15157–15173 August 11-16, 2024 ©2024 Association for Computational Linguistics ArtPrompt: ASCII Art-based Jailbreak Attacks against Aligned LLMs o WARNING: This paper contains model outputs that ...
2024
809