Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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4,681 to 4,740 of 11,332

CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages
Ryan Cotterell, Christo Kirov, John Sylak-Glassman +8
cs.CLarXiv:1706.09031v22017
Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data
Andrew L. Beam, Benjamin Kompa, Allen Schmaltz +6
cs.CLcs.AIstat.MLarXiv:1804.01486v32018
Recursive Introspection: Teaching Language Model Agents How to Self-Improve
Yuxiao Qu, Tianjun Zhang, Naman Garg +1
cs.LGcs.AIcs.CLarXiv:2407.18219v22024
CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation
Hao Sun, Hongyi Wang, Jiaqing Liu +2
cs.MMcs.CLcs.CVarXiv:2207.14087v32022
ShallowStream: Index Shallow then Answer Deep for Streaming Video Understanding
Jitai Hao, Ke Yang, Qiang Huang +1
cs.CVcs.CLarXiv:2609.02780v12026
Knowledge Distillation from Internal Representations
Gustavo Aguilar, Yuan Ling, Yu Zhang +3
cs.CLarXiv:1910.03723v22019
When Persona Attributes Improve Population Alignment in Large Language Models
Leon Fröhling, Jens Rupprecht, Markus Strohmaier +1
cs.CLcs.CYarXiv:2609.02526v12026
A Layered Taxonomy for Chinese Learner Grammatical Error Annotation
Mengyang Qiu, Jungyeul Park
cs.CLarXiv:2609.02153v12026
A Simple Recipe for Multilingual Grammatical Error Correction
Sascha Rothe, Jonathan Mallinson, Eric Malmi +2
cs.CLarXiv:2106.03830v22021
Sentence Similarity Learning by Lexical Decomposition and Composition
Zhiguo Wang, Haitao Mi, Abraham Ittycheriah
cs.CLarXiv:1602.07019v22016
NS-Copilot: An LLM-Driven Agent System for Autonomous Neuroscience Analysis
Wuche Liu, Yiran Qiao, Linlin Hou +4
cs.CLarXiv:2609.01971v12026
Multimodal Named Entity Recognition for Short Social Media Posts
Seungwhan Moon, Leonardo Neves, Vitor Carvalho
cs.CLarXiv:1802.07862v12018
TaRA: Training-Aware Low-Rank Adaptation Initialization
Taehyeon Kim, Eunhyeok Park
cs.CLcs.AIcs.LGarXiv:2609.02639v12026
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
Chi-Min Chan, Chunpu Xu, Ruibin Yuan +4
cs.CLarXiv:2404.00610v12024
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
Ruiyang Ren, Yuhao Wang, Yingqi Qu +6
cs.CLcs.IRarXiv:2307.11019v32023
Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs
Keen You, Haotian Zhang, Eldon Schoop +5
cs.CVcs.CLcs.HCarXiv:2404.05719v12024
SALA: Semantic-Aware Logical Alignment for Complex Reasoning in In-Context Learning
Zhao Ji, Wenqing Chen, Zhixuan Chu +4
cs.AIcs.CLarXiv:2609.02336v12026
CoMerge: Conflict-Driven Preference Optimization for Multi-Task Model Merging
Mingjie Zheng, Zihao Chen, Wenqing Chen +4
cs.AIcs.CLarXiv:2609.02273v12026
Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM Teachers
Giovanni Bonetta, Matteo Merler, Davide Zago +2
cs.AIcs.CLcs.LGarXiv:2609.01567v22026
Efficient Dialogue State Tracking by Selectively Overwriting Memory
Sungdong Kim, Sohee Yang, Gyuwan Kim +1
cs.CLarXiv:1911.03906v22019
UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification
Andreas Hanselowski, Hao Zhang, Zile Li +4
cs.IRcs.AIcs.CLarXiv:1809.01479v52018
SciRepEval: A Multi-Format Benchmark for Scientific Document Representations
Amanpreet Singh, Mike D'Arcy, Arman Cohan +2
cs.CLcs.AIcs.IRarXiv:2211.13308v42022
Simulating Classroom Education with LLM-Empowered Agents
Zheyuan Zhang, Daniel Zhang-Li, Jifan Yu +9
cs.CLcs.HCarXiv:2406.19226v22024
A Survey of Deep Learning for Mathematical Reasoning
Pan Lu, Liang Qiu, Wenhao Yu +2
cs.AIcs.CLcs.CVarXiv:2212.10535v22022
Could a Large Language Model be Conscious?
David J. Chalmers
cs.AIcs.CLcs.LGarXiv:2303.07103v32023
Learning Neural Templates for Text Generation
Sam Wiseman, Stuart M. Shieber, Alexander M. Rush
cs.CLcs.LGarXiv:1808.10122v32018
An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models
Lifu Tu, Garima Lalwani, Spandana Gella +1
cs.CLcs.LGarXiv:2007.06778v32020
Counterfactual Memorization in Neural Language Models
Chiyuan Zhang, Daphne Ippolito, Katherine Lee +3
cs.CLcs.AIcs.LGarXiv:2112.12938v22021
Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?
Byung-Doh Oh, William Schuler
cs.CLarXiv:2212.12131v12022
Embodied Question Answering in Photorealistic Environments with Point Cloud Perception
Erik Wijmans, Samyak Datta, Oleksandr Maksymets +6
cs.CVcs.AIcs.CLarXiv:1904.03461v12019
Efficient Guided Generation for Large Language Models
Brandon T. Willard, Rémi Louf
cs.CLcs.LGarXiv:2307.09702v42023
Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings
Haoran Zhang, Amy X. Lu, Mohamed Abdalla +2
cs.CLcs.CYcs.LGarXiv:2003.11515v12020
Adversarial Training for Large Neural Language Models
Xiaodong Liu, Hao Cheng, Pengcheng He +4
cs.CLarXiv:2004.08994v22020
Interpretable Adversarial Perturbation in Input Embedding Space for Text
Motoki Sato, Jun Suzuki, Hiroyuki Shindo +1
cs.LGcs.CLstat.MLarXiv:1805.02917v12018
VerTox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models
Zhiqi Huang, Vivek Datla, Zhichao Xu +3
cs.CLcs.IRarXiv:2609.01325v12026
SciTrue: Reliable Scientific Claim Validation with Frontier and Open Language Models at the NTCIR SciClaimEval Task
Qiming Bao, Neşet Özkan Tan, Siyuan Wang +1
cs.AIcs.CLarXiv:2609.00654v12026
Abstractive Summarization of Reddit Posts with Multi-level Memory Networks
Byeongchang Kim, Hyunwoo Kim, Gunhee Kim
cs.CLarXiv:1811.00783v22018
A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability
Aiwei Liu, Xuming Hu, Lijie Wen +1
cs.CLcs.AIarXiv:2303.13547v12023
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
Andrew Lee, Xiaoyan Bai, Itamar Pres +3
cs.CLcs.AIarXiv:2401.01967v12024
End-to-End Automatic Speech Translation of Audiobooks
Alexandre Bérard, Laurent Besacier, Ali Can Kocabiyikoglu +1
cs.CLarXiv:1802.04200v12018
FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions
Hyunwoo Kim, Melanie Sclar, Xuhui Zhou +4
cs.CLcs.AIarXiv:2310.15421v32023
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
Mohammadreza Pourreza, Hailong Li, Ruoxi Sun +7
cs.LGcs.AIcs.CLarXiv:2410.01943v12024
From Matching to Generation: A Survey on Generative Information Retrieval
Xiaoxi Li, Jiajie Jin, Yujia Zhou +4
cs.IRcs.AIcs.CLarXiv:2404.14851v42024
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
Jakub Lála, Odhran O'Donoghue, Aleksandar Shtedritski +3
cs.CLcs.AIcs.LGarXiv:2312.07559v22023
Reducing hallucination in structured outputs via Retrieval-Augmented Generation
Patrice Béchard, Orlando Marquez Ayala
cs.LGcs.AIcs.CLarXiv:2404.08189v12024
Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments
Jie Wu, Zhenru Zhang, Beichen Zhang +11
cs.AIcs.CLarXiv:2609.04148v12026
Aggression-annotated Corpus of Hindi-English Code-mixed Data
Ritesh Kumar, Aishwarya N. Reganti, Akshit Bhatia +1
cs.CLarXiv:1803.09402v12018
A Dataset for Answering Time-Sensitive Questions
Wenhu Chen, Xinyi Wang, William Yang Wang
cs.CLcs.AIarXiv:2108.06314v52021
Who Wrote this Code? Watermarking for Code Generation
Taehyun Lee, Seokhee Hong, Jaewoo Ahn +5
cs.CLarXiv:2305.15060v42023
Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
Yutai Hou, Wanxiang Che, Yongkui Lai +4
cs.CLcs.LGarXiv:2006.05702v12020
Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation
Mozhdeh Gheini, Xiang Ren, Jonathan May
cs.CLarXiv:2104.08771v22021
CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker Distillation
Tingyu Song, Mingxin Li, Yanzhao Zhang +5
cs.CVcs.AIcs.CLarXiv:2609.04083v12026
Rethinking On-Policy Distillation of Large Language Models II: One Training Example
Zixuan Fu, Bingxiang He, Yuxin Zuo +10
cs.AIcs.CLarXiv:2609.04172v12026
Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning
Heng Wang, Jielin Qiu, Wenting Zhao +7
cs.CLarXiv:2609.03430v12026
Streaming automatic speech recognition with the transformer model
Niko Moritz, Takaaki Hori, Jonathan Le Roux
cs.SDcs.CLcs.LGarXiv:2001.02674v52020
Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition
Yangyang Shi, Yongqiang Wang, Chunyang Wu +5
cs.SDcs.CLcs.LGarXiv:2010.10759v42020
MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou, William Yang Wang
cs.CLcs.AIarXiv:1711.04090v22017
APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
Zuxin Liu, Thai Hoang, Jianguo Zhang +14
cs.CLcs.AIcs.LGarXiv:2406.18518v12024
User Feedback Provides a Unique Signal that LLMs Can not Detect
Shachar Don-Yehiya, Leshem Choshen, Omri Abend
cs.CLarXiv:2609.02859v12026
MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning
Ke Wang, Houxing Ren, Aojun Zhou +7
cs.CLcs.AIcs.CVarXiv:2310.03731v12023

Computation and Language

CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages

Clinical Concept Embeddings Learned from Massive Sources of Multimodal Medical Data

Recursive Introspection: Teaching Language Model Agents How to Self-Improve

CubeMLP: An MLP-based Model for Multimodal Sentiment Analysis and Depression Estimation

ShallowStream: Index Shallow then Answer Deep for Streaming Video Understanding

Knowledge Distillation from Internal Representations

When Persona Attributes Improve Population Alignment in Large Language Models

A Layered Taxonomy for Chinese Learner Grammatical Error Annotation

A Simple Recipe for Multilingual Grammatical Error Correction

Sentence Similarity Learning by Lexical Decomposition and Composition

NS-Copilot: An LLM-Driven Agent System for Autonomous Neuroscience Analysis

Multimodal Named Entity Recognition for Short Social Media Posts

TaRA: Training-Aware Low-Rank Adaptation Initialization

RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation

Ferret-UI: Grounded Mobile UI Understanding with Multimodal LLMs

SALA: Semantic-Aware Logical Alignment for Complex Reasoning in In-Context Learning

CoMerge: Conflict-Driven Preference Optimization for Multi-Task Model Merging

Selective Agent Guidance via Entropy: Learning Autonomous Policies from Imperfect VLM Teachers

Efficient Dialogue State Tracking by Selectively Overwriting Memory

UKP-Athene: Multi-Sentence Textual Entailment for Claim Verification

SciRepEval: A Multi-Format Benchmark for Scientific Document Representations

Simulating Classroom Education with LLM-Empowered Agents

A Survey of Deep Learning for Mathematical Reasoning

Could a Large Language Model be Conscious?

Learning Neural Templates for Text Generation

An Empirical Study on Robustness to Spurious Correlations using Pre-trained Language Models

Counterfactual Memorization in Neural Language Models

Why Does Surprisal From Larger Transformer-Based Language Models Provide a Poorer Fit to Human Reading Times?

Embodied Question Answering in Photorealistic Environments with Point Cloud Perception

Efficient Guided Generation for Large Language Models

Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings

Adversarial Training for Large Neural Language Models

Interpretable Adversarial Perturbation in Input Embedding Space for Text

VerTox: Verifiable Reward-Guided Corpus Poisoning Against Neural Ranking Models

SciTrue: Reliable Scientific Claim Validation with Frontier and Open Language Models at the NTCIR SciClaimEval Task

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

A comprehensive evaluation of ChatGPT's zero-shot Text-to-SQL capability

A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity

End-to-End Automatic Speech Translation of Audiobooks

FANToM: A Benchmark for Stress-testing Machine Theory of Mind in Interactions

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL

From Matching to Generation: A Survey on Generative Information Retrieval

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research

Reducing hallucination in structured outputs via Retrieval-Augmented Generation

Terminal-Universe: Turning Agent Trajectories into Scalable Terminal Environments

Aggression-annotated Corpus of Hindi-English Code-mixed Data

A Dataset for Answering Time-Sensitive Questions

Who Wrote this Code? Watermarking for Code Generation

Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network

Cross-Attention is All You Need: Adapting Pretrained Transformers for Machine Translation

CORE: Improving Compositional Reasoning in MLLM Embedding via Reranker Distillation

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Random Attention: Rethinking KV Cache Eviction for Efficient Reasoning

Streaming automatic speech recognition with the transformer model

Emformer: Efficient Memory Transformer Based Acoustic Model For Low Latency Streaming Speech Recognition

MojiTalk: Generating Emotional Responses at Scale

APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets

User Feedback Provides a Unique Signal that LLMs Can not Detect

MathCoder: Seamless Code Integration in LLMs for Enhanced Mathematical Reasoning