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Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1137–1160 August 11-16, 2024 ©2024 Association for Computational Linguistics ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models Aparna El... | 2024 | 63 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11724–11735 August 11-16, 2024 ©2024 Association for Computational Linguistics An Entropy-based Text Watermarking Detection Method Yijian LU1, Aiwei Liu2 , Dianzhi Yu1 , Jingjing Li1 , Irwin King... | 2024 | 630 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11736–11748 August 11-16, 2024 ©2024 Association for Computational Linguistics Enhancing Explainable Rating Prediction through Annotated Macro Concepts Huachi Zhou1, Shuang Zhou1, Hao Chen1, ... | 2024 | 631 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11749–11765 August 11-16, 2024 ©2024 Association for Computational Linguistics How to Engage Your Readers?♦ Generating Guiding Questions to Promote Active Reading Peng Cui1, Vilém Zouhar1, Xiao... | 2024 | 632 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11766–11781 August 11-16, 2024 ©2024 Association for Computational Linguistics Less is More: Mitigating Multimodal Hallucination from an EOS Decision Perspective Zihao Yue Renmin University o... | 2024 | 633 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11782–11794 August 11-16, 2024 ©2024 Association for Computational Linguistics Integrate the Essence and Eliminate the Dross: Fine-Grained Self-Consistency for Free-Form Language Generation Xin... | 2024 | 634 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11795–11810 August 11-16, 2024 ©2024 Association for Computational Linguistics More frequent verbs are associated with more diverse valency frames: Efficient principles at the lexicon-grammar int... | 2024 | 635 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11811–11822 August 11-16, 2024 ©2024 Association for Computational Linguistics Quantifying Generalizations: Exploring the Divide Between Human and LLMs’ Sensitivity to Quantification Claudia Co... | 2024 | 636 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11823–11835 August 11-16, 2024 ©2024 Association for Computational Linguistics Can Large Language Models Interpret Noun-Noun Compounds? A Linguistically-Motivated Study on Lexicalized and Novel C... | 2024 | 637 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11836–11850 August 11-16, 2024 ©2024 Association for Computational Linguistics CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation Quan Tu1, Shilong Fan2, Zihang... | 2024 | 638 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11851–11861 August 11-16, 2024 ©2024 Association for Computational Linguistics Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond Yongqi ... | 2024 | 639 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1161–1172 August 11-16, 2024 ©2024 Association for Computational Linguistics Linguistically Conditioned Semantic Textual Similarity Jingxuan Tu and Keer Xu and Liulu Yue Bingyang Ye and Kyeongm... | 2024 | 64 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11862–11875 August 11-16, 2024 ©2024 Association for Computational Linguistics Self-Training with Pseudo-Label Scorer for Aspect Sentiment Quad Prediction Yice Zhang1,3, Jie Zeng1∗, Weiming Hu1... | 2024 | 640 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11876–11896 August 11-16, 2024 ©2024 Association for Computational Linguistics Learning to Generate Answers with Citations via Factual Consistency Models Rami Aly1*, Zhiqiang Tang2, Samson Tan2... | 2024 | 641 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11897–11916 August 11-16, 2024 ©2024 Association for Computational Linguistics Improving Text Embeddings with Large Language Models Liang Wang, Nan Yang, Xiaolong Huang, Linjun Yang, Rangan Maj... | 2024 | 642 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11917–11928 August 11-16, 2024 ©2024 Association for Computational Linguistics Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning Tianduo Wang† , Shichen Li‡ ... | 2024 | 643 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11929–11942 August 11-16, 2024 ©2024 Association for Computational Linguistics UltraLink : An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset Haoyu Wang∗4 Shuo Wang... | 2024 | 644 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11943–11954 August 11-16, 2024 ©2024 Association for Computational Linguistics Document-level Claim Extraction and Decontextualisation for Fact-Checking Zhenyun Deng, Michael Schlichtkrull, And... | 2024 | 645 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11955–11971 August 11-16, 2024 ©2024 Association for Computational Linguistics PairCFR: Enhancing Model Training on Paired Counterfactually Augmented Data through Contrastive Learning Xiaoqi Qi... | 2024 | 646 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11972–11990 August 11-16, 2024 ©2024 Association for Computational Linguistics LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argum... | 2024 | 647 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 11991–12011 August 11-16, 2024 ©2024 Association for Computational Linguistics Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models Weihong Zhon... | 2024 | 648 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12012–12026 August 11-16, 2024 ©2024 Association for Computational Linguistics mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models Huiyuan Lai and Malvina Nissim ... | 2024 | 649 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1173–1203 August 11-16, 2024 ©2024 Association for Computational Linguistics Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future Zheng Ch... | 2024 | 65 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12027–12044 August 11-16, 2024 ©2024 Association for Computational Linguistics GunStance: Stance Detection for Gun Control and Gun Regulation Nikesh Gyawali*♥Iustin Sirbu*♦Tiberiu Sosea*♣Sarthak ... | 2024 | 650 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12045–12072 August 11-16, 2024 ©2024 Association for Computational Linguistics Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation Zdenˇek Kasner and Ondˇ... | 2024 | 651 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12073–12086 August 11-16, 2024 ©2024 Association for Computational Linguistics Don’t Go To Extremes: Revealing the Excessive Sensitivity and Calibration Limitations of LLMs in Implicit Hate Speec... | 2024 | 652 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12087–12105 August 11-16, 2024 ©2024 Association for Computational Linguistics Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation Giorgos Vernikos1,2 1EPFL... | 2024 | 653 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12106–12118 August 11-16, 2024 ©2024 Association for Computational Linguistics Generating and Evaluating Plausible Explanations for Knowledge Graph Completion Antonio Di Mauro1,3*, Zhao Xu1, Wi... | 2024 | 654 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12119–12134 August 11-16, 2024 ©2024 Association for Computational Linguistics ne Prompt To Rule Them All: LLMs for Opinion Summary Evaluation Tejpalsingh Siledar†♣, Swaroop Nath†♣, Sri Raghava†♣... | 2024 | 655 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12135–12148 August 11-16, 2024 ©2024 Association for Computational Linguistics LANDeRMT: Dectecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation Sha... | 2024 | 656 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12149–12160 August 11-16, 2024 ©2024 Association for Computational Linguistics A Joint Coreference-Aware Approach to Document-Level Target Sentiment Analysis Hongjie Cai, Heqing Ma, Jianfei Yu,... | 2024 | 657 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12161–12176 August 11-16, 2024 ©2024 Association for Computational Linguistics VisDiaHalBench: A Visual Dialogue Benchmark For Diagnosing Hallucination in Large Vision-Language Models Qingxing ... | 2024 | 658 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12177–12214 August 11-16, 2024 ©2024 Association for Computational Linguistics AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints Yu... | 2024 | 659 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1204–1228 August 11-16, 2024 ©2024 Association for Computational Linguistics TIMEBENCH: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models Zheng Chu1, Jingchang... | 2024 | 66 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12215–12229 August 11-16, 2024 ©2024 Association for Computational Linguistics Multipath parsing in the brain Berta Franzluebbers University of Georgia berta@uga.edu Donald Dunagan Univer... | 2024 | 660 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12230–12247 August 11-16, 2024 ©2024 Association for Computational Linguistics Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon, Yanfei Chen, Sercan Ö. Arık, Tomas P... | 2024 | 661 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12248–12267 August 11-16, 2024 ©2024 Association for Computational Linguistics Back to Basics: Revisiting REINFORCE-Style Optimization for Learning from Human Feedback in LLMs Arash Ahmadian1,2... | 2024 | 662 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12268–12290 August 11-16, 2024 ©2024 Association for Computational Linguistics VIEScore: Towards Explainable Metrics for Conditional Image Synthesis Evaluation Max Ku♠ Dongfu Jiang♠ Cong We... | 2024 | 663 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12291–12301 August 11-16, 2024 ©2024 Association for Computational Linguistics Tree Transformer’s Disambiguation Ability of Prepositional Phrase Attachment and Garden Path Effects Lingling Zhou... | 2024 | 664 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12302–12319 August 11-16, 2024 ©2024 Association for Computational Linguistics Tree-of-Traversals: A Zero-Shot Reasoning Algorithm for Augmenting Black-box Language Models with Knowledge Graphs ... | 2024 | 665 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12320–12332 August 11-16, 2024 ©2024 Association for Computational Linguistics Structured Tree Alignment for Evaluation of (Speech) Constituency Parsing Freda Shi Kevin Gimpel Karen Livescu ... | 2024 | 666 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12333–12347 August 11-16, 2024 ©2024 Association for Computational Linguistics ViSAGe: A Global-Scale Analysis of Visual Stereotypes in Text-to-Image Generation Akshita Jha ∗ Virginia Tech ... | 2024 | 667 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12348–12364 August 11-16, 2024 ©2024 Association for Computational Linguistics Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking Xiao... | 2024 | 668 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12365–12379 August 11-16, 2024 ©2024 Association for Computational Linguistics What Do Language Models Learn in Context? The Structured Task Hypothesis. Jiaoda Li* Yifan Hou* Mrinmaya Sacha... | 2024 | 669 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1229–1248 August 11-16, 2024 ©2024 Association for Computational Linguistics BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering Zheng Chu1, Jingch... | 2024 | 67 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12380–12403 August 11-16, 2024 ©2024 Association for Computational Linguistics Agent LUMOS: Unified and Modular Training for Open-Source Language Agents Da Yin♡* Faeze Brahman♠ Abhilasha Ra... | 2024 | 670 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12404–12422 August 11-16, 2024 ©2024 Association for Computational Linguistics Investigating Cultural Alignment of Large Language Models Badr AlKhamissi EPFL badr.alkhamissi@epfl.ch Muhamma... | 2024 | 671 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12423–12441 August 11-16, 2024 ©2024 Association for Computational Linguistics More Victories, Less Cooperation: Assessing Cicero’s Diplomacy Play Wichayaporn Wongkamjan1 Feng Gu1 Yanze Wang4... | 2024 | 672 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12442–12462 August 11-16, 2024 ©2024 Association for Computational Linguistics VOICECRAFT: Zero-Shot Speech Editing and Text-to-Speech in the Wild Puyuan Peng1 Po-Yao Huang2 Shang-Wen Li2 A... | 2024 | 673 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12463–12492 August 11-16, 2024 ©2024 Association for Computational Linguistics RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors Liam Dugan1, Alyssa Hwang1, ... | 2024 | 674 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12493–12509 August 11-16, 2024 ©2024 Association for Computational Linguistics Silent Signals, Loud Impact: LLMs for Word-Sense Disambiguation of Coded Dog Whistles Julia Kruk Michela Marchin... | 2024 | 675 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12510–12548 August 11-16, 2024 ©2024 Association for Computational Linguistics On the Representational Capacity of Neural Language Models with Chain-of-Thought Reasoning Franz Nowak* Anej Sve... | 2024 | 676 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12549–12561 August 11-16, 2024 ©2024 Association for Computational Linguistics Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends Sanjana Ramprasad♢... | 2024 | 677 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12562–12584 August 11-16, 2024 ©2024 Association for Computational Linguistics LLM in a flash: Efficient Large Language Model Inference with Limited Memory Keivan Alizadeh, Iman Mirzadeh* , Dmi... | 2024 | 678 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12585–12602 August 11-16, 2024 ©2024 Association for Computational Linguistics Video-ChatGPT: Towards Detailed Video Understanding via Large Vision and Language Models Muhammad Maaz1*, Hanoona ... | 2024 | 679 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1249–1265 August 11-16, 2024 ©2024 Association for Computational Linguistics ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base Siyu Yuan♡∗, Jiangj... | 2024 | 68 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12603–12621 August 11-16, 2024 ©2024 Association for Computational Linguistics To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation Abdul Waheedξ Karima Kadaouiξ ... | 2024 | 680 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12622–12642 August 11-16, 2024 ©2024 Association for Computational Linguistics LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding Mostafa Elhoushi1∗†, Akshat Shrivastava1∗†, D... | 2024 | 681 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12643–12655 August 11-16, 2024 ©2024 Association for Computational Linguistics Classist Tools: Social Class Correlates with Performance in NLP Amanda Cercas Curry MilaNLP Bocconi University ... | 2024 | 682 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12656–12671 August 11-16, 2024 ©2024 Association for Computational Linguistics ActionIE: Action Extraction from Scientific Literature with Programming Languages Xianrui Zhong1∗, Yufeng Du1∗, Si... | 2024 | 683 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12672–12684 August 11-16, 2024 ©2024 Association for Computational Linguistics A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech Gaurav Verma... | 2024 | 684 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12685–12695 August 11-16, 2024 ©2024 Association for Computational Linguistics Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs Zhiwei Cao1∗, Qian Cao2∗... | 2024 | 685 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12696–12717 August 11-16, 2024 ©2024 Association for Computational Linguistics COSMIC: Mutual Information for Task-Agnostic Summarization Evaluation Maxime DARRIN1,2,3,4 Philippe FORMONT1,2,4,5... | 2024 | 686 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12718–12736 August 11-16, 2024 ©2024 Association for Computational Linguistics EUROPA: A Legal Multilingual Keyphrase Generation Dataset Olivier Salaün, Frédéric Piedboeuf, Guillaume Le Berre D... | 2024 | 687 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12737–12752 August 11-16, 2024 ©2024 Association for Computational Linguistics GLIMPSE: Pragmatically Informative Multi-Document Summarization of Scholarly Reviews ∗Maxime DARRIN1,2,3,4 ∗Ines... | 2024 | 688 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12753–12776 August 11-16, 2024 ©2024 Association for Computational Linguistics Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks Fakhraddin Alwajih El Moatez Billah ... | 2024 | 689 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1266–1279 August 11-16, 2024 ©2024 Association for Computational Linguistics TaSL: Continual Dialog State Tracking via Task Skill Localization and Consolidation Yujie Feng1, Xu Chu2,3,4, Yongxi... | 2024 | 69 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12777–12797 August 11-16, 2024 ©2024 Association for Computational Linguistics Generating Coherent Sequences of Visual Illustrations for Real-World Manual Tasks João Bordalo1 Vasco Ramos1 Rod... | 2024 | 690 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12798–12823 August 11-16, 2024 ©2024 Association for Computational Linguistics Cheetah : Natural Language Generation for 517 African Languages Ife Adebaraξ,⋆AbdelRahim Elmadanyξ,⋆Muhammad Abdul... | 2024 | 691 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12824–12840 August 11-16, 2024 ©2024 Association for Computational Linguistics TAPERA: Enhancing Faithfulness and Interpretability in Long-Form Table QA by Content Planning and Execution-based Re... | 2024 | 692 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12841–12858 August 11-16, 2024 ©2024 Association for Computational Linguistics 12841 FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains Yilun Zhao∗1 Hongjun Liu∗2,3 Yitao ... | 2024 | 693 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12859–12870 August 11-16, 2024 ©2024 Association for Computational Linguistics API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs Kinjal Basu∗, Ibrahim Abdelaziz∗, Subhaj... | 2024 | 694 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12871–12882 August 11-16, 2024 ©2024 Association for Computational Linguistics LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks Hanqing Wang∗1 Bowen Ping*2 Shuo Wang... | 2024 | 695 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12883–12895 August 11-16, 2024 ©2024 Association for Computational Linguistics Harder Task Needs More Experts: Dynamic Routing in MoE Models Quzhe Huang1* , Zhenwei An2∗, Nan Zhuang2∗, Mingxu Tao... | 2024 | 696 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12896–12911 August 11-16, 2024 ©2024 Association for Computational Linguistics XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception HyoJung HanA... | 2024 | 697 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12912–12940 August 11-16, 2024 ©2024 Association for Computational Linguistics SOTOPIA-π: Interactive Learning of Socially Intelligent Language Agents Ruiyi Wang* Haofei Yu∗ Wenxin Zhang∗ Z... | 2024 | 698 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12941–12955 August 11-16, 2024 ©2024 Association for Computational Linguistics XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts Yifeng Ding, Jia... | 2024 | 699 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 102–116 August 11-16, 2024 ©2024 Association for Computational Linguistics BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation Dayou Du1, Yijia Zhang2, Shijie Cao3, J... | 2024 | 7 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1280–1297 August 11-16, 2024 ©2024 Association for Computational Linguistics DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models Damai Dai†‡∗, Chengqi Deng... | 2024 | 70 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12956–12973 August 11-16, 2024 ©2024 Association for Computational Linguistics Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Applicatio... | 2024 | 700 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12974–12990 August 11-16, 2024 ©2024 Association for Computational Linguistics Learning to Decode Collaboratively with Multiple Language Models Shannon Zejiang Shen Hunter Lang Bailin Wang ... | 2024 | 701 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 12991–13013 August 11-16, 2024 ©2024 Association for Computational Linguistics DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models Weihang Su*... | 2024 | 702 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13014–13033 August 11-16, 2024 ©2024 Association for Computational Linguistics Living in the Moment: Can Large Language Models Grasp Co-Temporal Reasoning? Zhaochen Su1*, Juntao Li1†, Jun Zhang... | 2024 | 703 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13034–13054 August 11-16, 2024 ©2024 Association for Computational Linguistics CRITIQUELLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation Pe... | 2024 | 704 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13055–13077 August 11-16, 2024 ©2024 Association for Computational Linguistics LLMARENA: Assessing Capabilities of Large Language Models in Dynamic Multi-Agent Environments Junzhe Chen1∗, Xumin... | 2024 | 705 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13078–13090 August 11-16, 2024 ©2024 Association for Computational Linguistics Small But Funny: A Feedback-Driven Approach to Humor Distillation Sahithya Ravi1,3∗Patrick Huber2 Akshat Shrivastava... | 2024 | 706 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13091–13116 August 11-16, 2024 ©2024 Association for Computational Linguistics Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu1,2, Zhiyong Wu2∗, Q... | 2024 | 707 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13117–13129 August 11-16, 2024 ©2024 Association for Computational Linguistics From Sights to Insights: Towards Summarization of Multimodal Clinical Documents Akash Ghosh1, Mohit Singh Tomar1, ... | 2024 | 708 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13130–13147 August 11-16, 2024 ©2024 Association for Computational Linguistics When Phrases Meet Probabilities: Enabling Open Relation Extraction with Cooperating Large Language Models Jiaxin W... | 2024 | 709 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 1298–1311 August 11-16, 2024 ©2024 Association for Computational Linguistics Grounding Language Model with Chunking-Free In-Context Retrieval Hongjin Qian1,2, Zheng Liu1∗, Kelong Mao2, Yujia Zhou... | 2024 | 71 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13148–13171 August 11-16, 2024 ©2024 Association for Computational Linguistics Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation ... | 2024 | 710 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13172–13184 August 11-16, 2024 ©2024 Association for Computational Linguistics Beyond Orthography: Automatic Recovery of Short Vowels and Dialectal Sounds in Arabic Yassine El Kheir∗, Hamdy Mub... | 2024 | 711 |
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 13185–13197 August 11-16, 2024 ©2024 Association for Computational Linguistics Document-Level Machine Translation with Large-Scale Public Parallel Corpora Proyag Pal and Alexandra Birch and Ken... | 2024 | 712 |
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